84 results on '"Efrosini, Papadaki"'
Search Results
2. Altered hippocampal connectivity dynamics predicts memory performance in neuropsychiatric lupus: a resting-state fMRI study using cross-recurrence quantification analysis
- Author
-
Dimitrios T Boumpas, Efrosini Papadaki, Eleftherios Kavroulakis, Prodromos Sidiropoulos, George Bertsias, Anastasia Pentari, Nicholas Simos, George Tzagarakis, Antonios Kagialis, and Eirini Gratsia
- Subjects
Immunologic diseases. Allergy ,RC581-607 - Abstract
Objective Τo determine whole-brain and regional functional connectivity (FC) characteristics of patients with neuropsychiatric SLE (NPSLE) or without neuropsychiatric manifestations (non-NPSLE) and examine their association with cognitive performance.Methods Cross-recurrence quantification analysis (CRQA) of resting-state functional MRI (rs-fMRI) data was performed in 44 patients with NPSLE, 20 patients without NPSLE and 35 healthy controls (HCs). Volumetric analysis of total brain and specific cortical and subcortical regions, where significant connectivity changes were identified, was performed. Cognitive status of patients with NPSLE was assessed by neuropsychological tests. Group comparisons on nodal FC, global network metrics and regional volumetrics were conducted, and associations with cognitive performance were estimated (at p
- Published
- 2023
- Full Text
- View/download PDF
3. Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis.
- Author
-
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, and Efrosini Papadaki
- Published
- 2022
- Full Text
- View/download PDF
4. The Significance of Echo Time in fMRI BOLD Contrast: A Clinical Study during Motor and Visual Activation Tasks at 1.5 T
- Author
-
Themistoklis Boursianis, Georgios Kalaitzakis, Katerina Nikiforaki, Emmanouela Kosteletou, Despina Antypa, George A. Gourzoulidis, Apostolos Karantanas, Efrosini Papadaki, Panagiotis Simos, Thomas G. Maris, and Kostas Marias
- Subjects
MR imaging ,T2* measurement ,echo time ,BOLD ,fMRI/visual activation ,fMRI/motor activation ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Blood Oxygen Level Dependent (BOLD) is a commonly-used MR imaging technique in studying brain function. The BOLD signal can be strongly affected by specific sequence parameters, especially in small field strengths. Previous small-scale studies have investigated the effect of TE on BOLD contrast. This study evaluates the dependence of fMRI results on echo time (TE) during concurrent activation of the visual and motor cortex at 1.5 T in a larger sample of 21 healthy volunteers. The experiment was repeated using two different TE values (50 and 70 ms) in counterbalanced order. Furthermore, T2* measurements of the gray matter were performed. Results indicated that both peak beta value and number of voxels were significantly higher using TE = 70 than TE = 50 ms in primary motor, primary somatosensory and supplementary motor cortices (p < 0.007). In addition, the amplitude of activation in visual cortices and the dorsal premotor area was also higher using TE = 70 ms (p < 0.001). Gray matter T2* of the corresponding areas did not vary significantly. In conclusion, the optimal TE value (among the two studied) for visual and motor activity is 70 ms affecting both the amplitude and extent of regional hemodynamic activation.
- Published
- 2021
- Full Text
- View/download PDF
5. Machine Learning Classification of Neuropsychiatric Systemic Lupus Erythematosus patients using resting-state fMRI functional connectivity.
- Author
-
Nicholas John Simos, Georgios C. Manikis, Efrosini Papadaki, Eleftherios Kavroulakis, George Bertsias, and Konstantinos Marias
- Published
- 2019
- Full Text
- View/download PDF
6. Improving the Sensitivity of Task-Related Functional Magnetic Resonance Imaging Data Using Generalized Canonical Correlation Analysis
- Author
-
Emmanouela Kosteletou, Panagiotis G. Simos, Eleftherios Kavroulakis, Despina Antypa, Thomas G. Maris, Athanasios P. Liavas, Paris A. Karakasis, and Efrosini Papadaki
- Subjects
task-related fMRI ,signal sensitivity ,fMRI ,gCCA method ,action observation ,signal intensity ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
General Linear Modeling (GLM) is the most commonly used method for signal detection in Functional Magnetic Resonance Imaging (fMRI) experiments, despite its main limitation of not taking into consideration common spatial dependencies between voxels. Multivariate analysis methods, such as Generalized Canonical Correlation Analysis (gCCA), have been increasingly employed in fMRI data analysis, due to their ability to overcome this limitation. This study, evaluates the improvement of sensitivity of the GLM, by applying gCCA to fMRI data after standard preprocessing steps. Data from a block-design fMRI experiment was used, where 25 healthy volunteers completed two action observation tasks at 1.5T. Whole brain analysis results indicated that the application of gCCA resulted in significantly higher intensity of activation in several regions in both tasks and helped reveal activation in the primary somatosensory and ventral premotor area, theoretically known to become engaged during action observation. In subject-level ROI analyses, gCCA improved the signal to noise ratio in the averaged timeseries in each preselected ROI, and resulted in increased extent of activation, although peak intensity was considerably higher in just two of them. In conclusion, gCCA is a promising method for improving the sensitivity of conventional statistical modeling in task related fMRI experiments.
- Published
- 2021
- Full Text
- View/download PDF
7. Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study.
- Author
-
Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, and Efrosini Papadaki
- Published
- 2018
- Full Text
- View/download PDF
8. DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response.
- Author
-
Eleftherios Kontopodis, Georgios C. Manikis, Iraklis Skepasianos, K. Tzagkarakis, Katerina Nikiforaki, Georgios Z. Papadakis, Thomas G. Maris, Efrosini Papadaki, Apostolos Karantanas, and Kostas Marias
- Published
- 2018
- Full Text
- View/download PDF
9. Anxiety and depression severity in neuropsychiatric SLE are associated with perfusion and functional connectivity changes of the frontolimbic neural circuit: a resting-state f(unctional) MRI study
- Author
-
Efrosini Papadaki, Antonis Fanouriakis, Eleftherios Kavroulakis, Prodromos Sidiropoulos, George Bertsias, Dimitrios Boumpas, Despina Antypa, and Nicholas J Simos
- Subjects
Immunologic diseases. Allergy ,RC581-607 - Abstract
Objective To examine the hypothesis that perfusion and functional connectivity disturbances in brain areas implicated in emotional processing are linked to emotion-related symptoms in neuropsychiatric SLE (NPSLE).Methods Resting-state fMRI (rs-fMRI) was performed and anxiety and/or depression symptoms were assessed in 32 patients with NPSLE and 18 healthy controls (HC). Whole-brain time-shift analysis (TSA) maps, voxel-wise global connectivity (assessed through intrinsic connectivity contrast (ICC)) and within-network connectivity were estimated and submitted to one-sample t-tests. Subgroup differences (high vs low anxiety and high vs low depression symptoms) were assessed using independent-samples t-tests. In the total group, associations between anxiety (controlling for depression) or depression symptoms (controlling for anxiety) and regional TSA or ICC metrics were also assessed.Results Elevated anxiety symptoms in patients with NPSLE were distinctly associated with relatively faster haemodynamic response (haemodynamic lead) in the right amygdala, relatively lower intrinsic connectivity of orbital dlPFC, and relatively lower bidirectional connectivity between dlPFC and vmPFC combined with relatively higher bidirectional connectivity between ACC and amygdala. Elevated depression symptoms in patients with NPSLE were distinctly associated with haemodynamic lead in vmPFC regions in both hemispheres (lateral and medial orbitofrontal cortex) combined with relatively lower intrinsic connectivity in the right medial orbitofrontal cortex. These measures failed to account for self-rated, milder depression symptoms in the HC group.Conclusion By using rs-fMRI, altered perfusion dynamics and functional connectivity was found in limbic and prefrontal brain regions in patients with NPSLE with severe anxiety and depression symptoms. Although these changes could not be directly attributed to NPSLE pathology, results offer new insights on the pathophysiological substrate of psychoemotional symptomatology in patients with lupus, which may assist its clinical diagnosis and treatment.
- Published
- 2021
- Full Text
- View/download PDF
10. Evidence of Age-Related Hemodynamic and Functional Connectivity Impairment: A Resting State fMRI Study
- Author
-
Eleftherios Kavroulakis, Nicholas J. Simos, Thomas G. Maris, Ioannis Zaganas, Simeon Panagiotakis, and Efrosini Papadaki
- Subjects
aging ,resting state functional MRI ,intrinsic connectivity contrast ,time shift analysis ,cerebral blood flow ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Purpose: To assess age-related changes in intrinsic functional brain connectivity and hemodynamics during adulthood in the context of the retrogenesis hypothesis, which states that the rate of age-related changes is higher in late-myelinating (prefrontal, lateral-posterior temporal) cerebrocortical areas as compared to early myelinating (parietal, occipital) regions. In addition, to examine the dependence of age-related changes upon concurrent subclinical depression symptoms which are common even in healthy aging.Methods: Sixty-four healthy adults (28 men) aged 23–79 years (mean 45.0, SD = 18.8 years) were examined. Resting-state functional MRI (rs-fMRI) time series were used to compute voxel-wise intrinsic connectivity contrast (ICC) maps reflecting the strength of functional connectivity between each voxel and the rest of the brain. We further used Time Shift Analysis (TSA) to estimate voxel-wise hemodynamic lead or lag for each of 22 ROIs from the automated anatomical atlas (AAL).Results: Adjusted for depression symptoms, gender and education level, reduced ICC with age was found primarily in frontal, temporal regions, and putamen, whereas the opposite trend was noted in inferior occipital cortices (p < 0.002). With the same covariates, increased hemodynamic lead with advancing age was found in superior frontal cortex and thalamus, with the opposite trend in inferior occipital cortex (p < 0.002). There was also evidence of reduced coupling between voxel-wise intrinsic connectivity and hemodynamics in the inferior parietal cortex.Conclusion: Age-related intrinsic connectivity reductions and hemodynamic changes were demonstrated in several regions—most of them part of DMN and salience networks—while impaired neurovascular coupling was, also, found in parietal regions. Age-related reductions in intrinsic connectivity were greater in anterior as compared to posterior cortices, in line with implications derived from the retrogenesis hypothesis. These effects were affected by self-reported depression symptoms, which also increased with age.
- Published
- 2021
- Full Text
- View/download PDF
11. Investigating the Role of Model-Based and Model-Free Imaging Biomarkers as Early Predictors of Neoadjuvant Breast Cancer Therapy Outcome.
- Author
-
Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, and Kostas Marias
- Published
- 2019
- Full Text
- View/download PDF
12. Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis.
- Author
-
Anastasia Pentari, George Tzagkarakis, Panagiotis Tsakalides, Panagiotis G. Simos, George Bertsias, Eleftherios Kavroulakis, Kostas Marias, Nicholas John Simos, and Efrosini Papadaki
- Published
- 2022
- Full Text
- View/download PDF
13. Multinodular and vacuolating neuronal tumor incidentally discovered in a young man: Conventional and advanced MRI features
- Author
-
Dimitrios Makrakis, Stefanos Veneris, and Efrosini Papadaki, MD, PhD
- Subjects
Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Multinodular and Vacuolating Neuronal Tumor (MVNT) has been included in the most recent (2016) World Health Organization Classification of Tumors of the Central Nervous System as unique cytoarchitectural pattern of gangliocytoma. We present a case of a MVNT incidentally discovered in a 22-year old male, who presented with seizures after a head injury. Conventional MRI revealed a left parietal lesion with characteristic tiny, coalescent, well-defined, non-enhancing nodules, located in the juxtacortical white matter with partial involvement of an otherwise normal adjacent cortex and characterized by slight relative increase of the cerebral blood volume (CBV), compared to the contralateral white matter (lesional CBV/contralateral CBV = 1.112) and mild increase of choline and reduction of NAA (lesional choline/creatine ratio =1.36 and choline/NAA ratio=0.77, compared to 0.87 and 0.51, respectively). The patient fully responded to treatment with phenytoin and a follow-up MRI, six months later, showed the lesion without any substantial difference. Keywords: Multinodular and vacuolating neuronal tumor, Magnetic resonance imaging, Diffusion-weighted imaging, Perfusion imaging, Magnetic resonance spectroscopy
- Published
- 2018
- Full Text
- View/download PDF
14. Neural foundations of overt and covert actions.
- Author
-
Panagiotis G. Simos, Eleftherios Kavroulakis, Thomas G. Maris, Efrosini Papadaki, Themistoklis Boursianis, Giorgos Kalaitzakis, and Helen E. Savaki
- Published
- 2017
- Full Text
- View/download PDF
15. Quantitative Identification of Functional Connectivity Disturbances in Neuropsychiatric Lupus Based on Resting-State fMRI: A Robust Machine Learning Approach
- Author
-
Nicholas John Simos, Stavros I. Dimitriadis, Eleftherios Kavroulakis, Georgios C. Manikis, George Bertsias, Panagiotis Simos, Thomas G. Maris, and Efrosini Papadaki
- Subjects
neuropsychiatric systemic lupus erythematosus ,rs-fMRI ,graph theory ,functional connectivity ,surrogate data ,machine learning ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Neuropsychiatric systemic lupus erythematosus (NPSLE) is an autoimmune entity comprised of heterogenous syndromes affecting both the peripheral and central nervous system. Research on the pathophysiological substrate of NPSLE manifestations, including functional neuroimaging studies, is extremely limited. The present study examined person-specific patterns of whole-brain functional connectivity in NPSLE patients (n = 44) and age-matched healthy control participants (n = 39). Static functional connectivity graphs were calculated comprised of connection strengths between 90 brain regions. These connections were subsequently filtered through rigorous surrogate analysis, a technique borrowed from physics, novel to neuroimaging. Next, global as well as nodal network metrics were estimated for each individual functional brain network and were input to a robust machine learning algorithm consisting of a random forest feature selection and nested cross-validation strategy. The proposed pipeline is data-driven in its entirety, and several tests were performed in order to ensure model robustness. The best-fitting model utilizing nodal graph metrics for 11 brain regions was associated with 73.5% accuracy (74.5% sensitivity and 73% specificity) in discriminating NPSLE from healthy individuals with adequate statistical power. Closer inspection of graph metric values suggested an increased role within the functional brain network in NSPLE (indicated by higher nodal degree, local efficiency, betweenness centrality, or eigenvalue efficiency) as compared to healthy controls for seven brain regions and a reduced role for four areas. These findings corroborate earlier work regarding hemodynamic disturbances in these brain regions in NPSLE. The validity of the results is further supported by significant associations of certain selected graph metrics with accumulated organ damage incurred by lupus, with visuomotor performance and mental flexibility scores obtained independently from NPSLE patients.
- Published
- 2020
- Full Text
- View/download PDF
16. Exploitation of patient avatars towards stratified medicine through the development of in silico clinical trials approaches.
- Author
-
Marios Spanakis, Efrosini Papadaki, Dimitris Kafetzopoulos, Apostolos Karantanas, Thomas G. Maris, Vangelis Sakkalis, and Konstantinos Marias
- Published
- 2013
- Full Text
- View/download PDF
17. Lupus
- Author
-
Theodor Rumetshofer, Efrosini Papadaki, Andreas Jönsen, and Pia C. Sundgren
- Published
- 2023
- Full Text
- View/download PDF
18. Introduction of a new simple dynamic phantom for physical BOLD effect simulation
- Author
-
Thomas G. Maris, Apostolos H. Karantanas, Georgios Gourzoulidis, T. Boursianis, G. Kalaitzakis, and Efrosini Papadaki
- Subjects
Reproducibility ,Radiological and Ultrasound Technology ,business.industry ,Computer science ,media_common.quotation_subject ,Biophysics ,Signal ,Imaging phantom ,Software ,Bold effect ,Contrast (vision) ,Bold fmri ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Sensitivity (control systems) ,Artificial intelligence ,business ,media_common - Abstract
To propose a new method of simulating the BOLD contrast using a dynamic, easy to construct and operate, low-cost physical phantom. A structure of thin pipelines passing through a gel volume was used to simulate blood vessels in human tissue. Quantitative T2*, R2* measurements were used to study the signal change of the phantom. BOLD fMRI experiments and analysis were performed to evaluate its potential use as an fMRI simulator. Experimental T2*, R2* measurements showed similar behavior with published references. BOLD contrast was successfully achieved with the proposed method. In addition, there were several proposed parameters, like the angle of the phantom relative to B0, which can easily adjust the signal change and the activation area. Coefficients of variation showed good reproducibility within a month period. Statistical t maps were produced with in-house software for the BOLD measurements. T2*maps and BOLD images confirm the potential use of this phantom as an fMRI simulator and also as a tool for studying sensitivity and specificity of BOLD sequences/algorithms.
- Published
- 2021
- Full Text
- View/download PDF
19. Extraocular Muscle Volumetry for Assessment of Thyroid Eye Disease
- Author
-
Efstathios T. Detorakis, Thomas G. Maris, Eleni E. Drakonaki, Michael Mazonakis, Nikolaos G. Tsakalis, Georgios Bontzos, and Efrosini Papadaki
- Subjects
Receiver operating characteristic ,Interobserver reliability ,medicine.diagnostic_test ,business.industry ,Eye disease ,Thyroid ,Curve analysis ,Reproducibility of Results ,Computed tomography ,medicine.disease ,Extraocular muscles ,Graves Ophthalmopathy ,Volume measurements ,Ophthalmology ,Cross-Sectional Studies ,medicine.anatomical_structure ,Oculomotor Muscles ,medicine ,Humans ,Neurology (clinical) ,Tomography, X-Ray Computed ,business ,Nuclear medicine - Abstract
BACKGROUND In this study we evaluate the diagnostic accuracy of extraocular muscle volumetry in detecting thyroid eye disease and to compare the results with simple measurements of maximal medial rectus (MR) diameter. METHODS Cross-sectional study that included 47 eyes of 47 patients with thyroid eye disease and 47 healthy controls. Patients underwent slitlamp examination and imaging consisting of computed tomography scans. Image segmentation and volume measurements were performed by 2 independent researchers. Intraobserver and interobserver reliability testing was also conducted. RESULTS Total extraocular muscle volume was 7.31 ± 1.88 cm3 and medial volume was 2.38 ± 0.73 cm3 in the study group. In this group, the maximum measured diameter of the MR was 6.67 ± 0.35 mm. MR volume was statistically associated with maximum MR diameter (r = 9.78; P < 0.001). Both MR volume and maximum MR diameter measurements showed good predictive efficacy as shown using receiver operator characteristic curve analysis. CONCLUSIONS Complications of thyroid eye disease are often sight threatening, and timely diagnosis is crucial for the management of the entity and its sequelae. The results of this study imply that simple measurements of maximum MR diameter are sensitive enough to establish diagnosis.
- Published
- 2021
- Full Text
- View/download PDF
20. Cerebral perfusion disturbances in chronic mild traumatic brain injury correlate with psychoemotional outcomes
- Author
-
Emmanouil Papastefanakis, Styliani Papadopoulou, Alexandros Zampetakis, Eleftherios Kavroulakis, Katina Manolitsi, Efrosini Papadaki, Panagiotis G. Simos, Antonios Vakis, Pelagia Tsagaraki, Margarita Malliou, and Dimitrios Makrakis
- Subjects
medicine.medical_specialty ,Traumatic brain injury ,Cognitive Neuroscience ,Population ,Hippocampus ,050105 experimental psychology ,03 medical and health sciences ,Behavioral Neuroscience ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Internal medicine ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Neuropsychological assessment ,Cerebral perfusion pressure ,education ,Brain Concussion ,Depression (differential diagnoses) ,education.field_of_study ,medicine.diagnostic_test ,business.industry ,05 social sciences ,Brain ,medicine.disease ,Magnetic Resonance Imaging ,Perfusion ,Psychiatry and Mental health ,Neurology ,Cerebral blood flow ,Cerebrovascular Circulation ,Cardiology ,Anxiety ,Neurology (clinical) ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
The study explored associations between hemodynamic changes and psychoemotional status in 32 patients with chronic mild traumatic brain injury (mTBI) and 31 age-matched healthy volunteers. Cerebral blood flow (CBF) and cerebral blood volume (CBV) values were obtained using Dynamic Susceptibility Contrast Magnetic Resonance Imaging in brain regions suspected to play a role in anxiety and depression. Patients were administered self-report measures of anxiety and depression symptoms and underwent neuropsychological assessment. As a group mTBI patients scored significantly below age- and education-adjusted population norms on multiple cognitive domains and reported high rates of anxiety and depression symptomatology. Significantly reduced CBF values were detected in the mTBI group compared to controls in dorsolateral prefrontal areas, putamen, and hippocampus, bilaterally. Within the mTBI group, depressive symptomatology was significantly associated with lower perfusion in the left anterior cingulate gyrus and higher perfusion in the putamen, bilaterally. The latter association was independent from verbal working memory capacity. Moreover, anxiety symptomatology was associated with lower perfusion in the hippocampus (after controlling for verbal episodic memory difficulties). Associations between regional perfusion and psychoemotional scores were specific to depression or anxiety, respectively, and independent of the presence of visible lesions on conventional MRI. Results are discussed in relation to the role of specific limbic and paralimbic regions in the pathogenesis of symptoms of depression and anxiety.
- Published
- 2020
- Full Text
- View/download PDF
21. Orbital volume measurements from magnetic resonance images using the techniques of manual planimetry and stereology
- Author
-
Styliani V. Blazaki, Michael Mazonakis, Georgios Bontzos, Efrosini Papadaki, Thomas G. Maris, Efstathios T. Detorakis, and Eleni E. Drakonaki
- Subjects
skull ,Interobserver reliability ,medicine.diagnostic_test ,business.industry ,Imaging study ,Stereology ,Magnetic resonance imaging ,Eye ,Mean difference ,Clinical Practice ,Volume measurements ,Volume measurement ,medicine ,stereology ,Surgery ,Original Article ,Oral Surgery ,planimetry ,Nuclear medicine ,business ,orbit - Abstract
Introduction: Current volume measurement techniques, for the orbit, are time-consuming and involve complex assessments, which prevents their routine clinical use. In this study, we evaluate the applicability and efficacy of stereology and planimetry in orbital volume measurements using magnetic resonance imaging (MRI). Materials and Methods: Prospective imaging study using MRI. Sheep craniums and human subjects were evaluated. Water-filling measurements were performed in animal skulls, as the standard validation technique. Planimetry and stereology techniques were used in each dataset. Intraobserver and interobserver reliability testing were applied. Results: In stereology customization, 1/6 systematic sampling scheme was determined as optimal with acceptable coefficient of error (3.09%) and low measurement time (1.2 min). In sheep craniums, the mean volume measured by water displacement, planimetry, and stereology was 17.81 ± 0.59 cm3, 18.53 ± 0.24 cm3, and 19.19 ± 0.17 cm3, respectively. Planimetric and stereological methods were highly correlated (r = 0.94; P ≈ 0.001). The mean difference of the orbital volume using planimetry and stereology was 0.316 ± 0.168 cm3. In human subjects, using stereology, the mean orbital volume was found to be 19.62 ± 0.2 cm3 with a CE of 3.91 ± 0.15%. Conclusions: The optimized stereological method was found superior to manual planimetry in terms of user effort and time spent. Stereology sampling of 1/6 was successfully applied in human subjects and showed strong correlation with manual planimetry. However, optimized stereological method tended to overestimate the orbital volume by about 1 cc, a considerable limitation to be taken in clinical practice.
- Published
- 2020
22. Individualized dosimetry in Ru-106 ophthalmic brachytherapy based on MRI-derived ocular anatomical parameters
- Author
-
Dimitrios A. Liakopoulos, Kostas Perisinakis, Georgia Solomou, Alexandros Kouvidakis, Eleni E. Drakonaki, Georgios Bontzos, Efrosini Papadaki, and Efstathios T. Detorakis
- Subjects
Oncology ,Eye Neoplasms ,Brachytherapy ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiotherapy Dosage ,Ruthenium Radioisotopes ,Magnetic Resonance Imaging - Abstract
To estimate ocular geometry-related inaccuracies of the dosimetric plan in Ru-106 ophthalmic brachytherapy.Thirty patients with intraocular lesions were treated with brachytherapy using a Ru-106 plaque-shell of inner radius of 12 mm. Magnetic resonance imaging was employed to determine the external scleral radius at tumor site and the tumor margins. A mathematical model was developed to determine the distance between the external sclera and the internal surface of the plaque associated with the tangential application of the plaque on the treated eye. Differences in delivered dose to the tumor apex, sclera and tumor margins as derived by considering the default eye-globe of standard size (external sclera radius = 12 mm) against the individual-specific eye globe were determined.The radius of external sclera at the tumor site was found to range between 10.90 and 13.05 mm for the patient cohort studied. When the patient specific eye-globe/tumor geometry is not taken into account, the delivered dose was found to be overestimated by 8.1% ± 4.1% (max = 15.3%) at tumor apex, by 1.5% ± 2.8% (max = 5.7%) at anterior tumor margin, by 16.6% ± 7.5% (max = 36.4%) at posterior tumor margin and 8.1% ± 3.8% (max = 13.2%) at central sclera of eyes with lower than the default radius. The corresponding dose overestimations for eyes with higher than the default radius was 13.5% ± 4.3% (max = 22.3%), 1.5% ± 2.8% (max = 5.7%), 12.6% ± 4.5% (max = 20.0%), and 15.1% ± 5.0% (max = 24.4%).The proposed patient-specific approach for Ru-106 brachytherapy treatment planning may improve dosimetric accuracy. Individualized treatment planning dosimetry may prevent undertreatment of intraocular tumors especially for highly myopic or hyperopic eyes.
- Published
- 2022
23. Converging evidence of impaired brain function in systemic lupus erythematosus: changes in perfusion dynamics and intrinsic functional connectivity
- Author
-
Efrosini Papadaki, Nicholas J. Simos, Eleftherios Kavroulakis, George Bertsias, Despina Antypa, Antonis Fanouriakis, Thomas Maris, Prodromos Sidiropoulos, and Dimitrios T Boumpas
- Subjects
Perfusion ,Lupus Vasculitis, Central Nervous System ,Brain ,Humans ,Lupus Erythematosus, Systemic ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine ,Magnetic Resonance Imaging - Abstract
Τhe study examined changes in hemodynamics and functional connectivity in patients with systemic lupus erythematosus (SLE) with or without neuropsychiatric manifestations.Participants were 44 patients with neuropsychiatric SLE (NPSLE), 20 SLE patients without such manifestations (non-NPSLE), and 35 healthy controls. Resting-state functional MRI (rs-fMRI) was used to obtain whole-brain maps of (a) perfusion dynamics derived through time shift analysis (TSA), (b) regional functional connectivity (intrinsic connectivity contrast (ICC) coefficients), and (c) hemodynamic-connectivity coupling. Group differences were assessed through independent samples t-tests, and correlations of rs-fMRI indices with clinical variables and neuropsychological test scores were, also, computed.Compared to HC, NPSLE patients demonstrated intrinsic hypoconnectivity of anterior Default Mode Network (DMN) and hyperconnectivity of posterior DMN components. These changes were paralleled by elevated hemodynamic lag. In NPSLE, cognitive performance was positively related to higher intrinsic connectivity in these regions, and to higher connectivity-hemodynamic coupling in posterior DMN components. Uncoupling between hemodynamics and connectivity in the posterior DMN was associated with worse task performance. Non-NPSLE patients displayed hyperconnectivity in posterior DMN and sensorimotor regions paralleled by relatively increased hemodynamic lag.Adaptation of regional brain function to hemodynamic changes in NPSLE may involve locally decreased or locally increased intrinsic connectivity (which can be beneficial for cognitive function). This process may also involve elevated coupling of hemodynamics with functional connectivity (beneficial for cognitive performance) or uncoupling, which may be detrimental for the cognitive skills of NPSLE patients.
- Published
- 2021
24. <scp>T2</scp> Relaxometry Evidence of Microstructural Changes in Diffusely Abnormal White Matter in Relapsing–Remitting Multiple Sclerosis and Clinically Isolated Syndrome: Impact on Visuomotor Performance
- Author
-
G. Kalaitzakis, Vasileios Mastorodemos, Eleftherios Kavroulakis, Theodora Panou, Efrosini Papadaki, Styliani Pouli, Panagiotis G. Simos, Thomas G. Maris, and Eirini C. Spyridaki
- Subjects
T2 relaxometry ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Population ,030218 nuclear medicine & medical imaging ,White matter ,03 medical and health sciences ,Myelin ,Multiple Sclerosis, Relapsing-Remitting ,0302 clinical medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,education ,education.field_of_study ,Clinically isolated syndrome ,business.industry ,Multiple sclerosis ,Neuropsychology ,Brain ,medicine.disease ,Magnetic Resonance Imaging ,White Matter ,Cross-Sectional Studies ,medicine.anatomical_structure ,Relapsing remitting ,business - Abstract
Background Although diffusely abnormal white matter (DAWM) is commonly seen in multiple sclerosis (MS), it is rarely considered in clinical/imaging studies. Purpose To evaluate quantitative markers of microstructural changes in DAWM of patients with clinically isolated syndrome (CIS) and relapsing-remitting MS (RR-MS) in relation to MS lesions and degree of neurocognitive impairment, by using a multi-echo spin echo (MESE) Proton Density PD-to-T2 sequence. Study type Prospective, cross-sectional. Population Thirty-seven RR-MS patients, 33 CIS patients, and 52 healthy controls. Field strength/sequence 1.5 T/T1-, T2-weighted, fluid-attenuated inversion recovery, and MESE sequences. Assessment Long T2, short T2, and myelin water fraction (MWF) values were estimated as indices of intra/extracellular water content and myelin content, respectively, in DAWM, posterior periventricular normal appearing white matter (NAWM), and focal MS lesions, classified according to their signal intensity on T1 sequences. Patients were, also, administered a battery of neuropsychological tests. Statistical tests Comparisons of T2 and MWF values in DAWM, NAWM, and MS lesions were examined, using two-way mixed analyses of variance. Associations of Grooved Pegboard performance with T2 and MWF values in DAWM and NAWM were assessed using Pearson correlation coefficients. Results T2 and MWF values of DAWM were intermediate between the respective values of NAWM and T1 hypointense focal lesions, while there was no difference between the respective values of DAWM and T1-isointense lesions. T2 values in DAWM were strongly associated with visuomotor performance in CIS patients. Data conclusion Intra/extracellular water and myelin water content of DAWM are similar to those of T1-isointense lesions and predict visuomotor performance in CIS patients. Level of evidence 2 TECHNICAL EFFICACY: Stage 2.
- Published
- 2021
- Full Text
- View/download PDF
25. Extended perfusion protocol for MS lesion quantification
- Author
-
Georgios Z. Papadakis, Eleftherios Kontopodis, Maria Venianaki, Katerina Nikiforaki, Georgios Manikis, Kostas Marias, Thomas G. Maris, Efrosini Papadaki, and Vasileios Mastorodemos
- Subjects
030218 nuclear medicine & medical imaging ,Lesion ,03 medical and health sciences ,0302 clinical medicine ,medicine ,perfusion protocol ,Statistical analysis ,In patient ,Protocol (science) ,dce-mri ,medicine.diagnostic_test ,Pixel ,business.industry ,Magnetic resonance imaging ,ms ,General Medicine ,active demyelinating lesions ,Medicine ,Acquisition time ,medicine.symptom ,business ,Perfusion ,030217 neurology & neurosurgery ,Research Article ,Biomedical engineering - Abstract
This study aims to examine a time-extended dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) protocol and report a comparative study with three different pharmacokinetic (PK) models, for accurate determination of subtle blood–brain barrier (BBB) disruption in patients with multiple sclerosis (MS). This time-extended DCE-MRI perfusion protocol, called Snaps, was applied on 24 active demyelinating lesions of 12 MS patients. Statistical analysis was performed for both protocols through three different PK models. The Snaps protocol achieved triple the window time of perfusion observation by extending the magnetic resonance acquisition time by less than 2 min on average for all patients. In addition, the statistical analysis in terms of adj-R 2 goodness of fit demonstrated that the Snaps protocol outperformed the conventional DCE-MRI protocol by detecting 49% more pixels on average. The exclusive pixels identified from the Snaps protocol lie in the low k trans range, potentially reflecting areas with subtle BBB disruption. Finally, the extended Tofts model was found to have the highest fitting accuracy for both analyzed protocols. The previously proposed time-extended DCE protocol, called Snaps, provides additional temporal perfusion information at the expense of a minimal extension of the conventional DCE acquisition time.
- Published
- 2020
- Full Text
- View/download PDF
26. Regional cerebral perfusion correlates with anxiety in neuropsychiatric SLE: evidence for a mechanism distinct from depression
- Author
-
Antonis Fanouriakis, Dimitrios T. Boumpas, Dimitra Karageorgou, Eleftherios Kavroulakis, G. Bertsias, Efrosini Papadaki, Panagiotis G. Simos, Emmanouil Papastefanakis, and Prodromos Sidiropoulos
- Subjects
Adult ,Male ,medicine.medical_specialty ,Ventromedial prefrontal cortex ,Anxiety ,03 medical and health sciences ,0302 clinical medicine ,Rheumatology ,Internal medicine ,medicine ,Humans ,Cerebral perfusion pressure ,Prefrontal cortex ,Anterior cingulate cortex ,030203 arthritis & rheumatology ,Depression ,business.industry ,Putamen ,Lupus Vasculitis, Central Nervous System ,Brain ,Middle Aged ,Magnetic Resonance Imaging ,Dorsolateral prefrontal cortex ,medicine.anatomical_structure ,Cerebral blood flow ,Cerebrovascular Circulation ,Cardiology ,Regression Analysis ,Female ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
The study examined the hypothesis that hypoperfusion in brain areas known to be involved in emotional disturbances in primary psychiatric disorders is also linked to emotional difficulties in systemic lupus erythematosus (SLE) and that these are not secondary to the physical and social burden incurred by the disease. Nineteen SLE patients without overt neuropsychiatric manifestations (non-NPSLE), 31 NPSLE patients, and 23 healthy controls were examined. Dynamic susceptibility contrast MRI was used and cerebral blood flow and cerebral blood volume values were estimated in six manually selected regions of interest of brain regions suspected to play a role in anxiety and depression (dorsolateral prefrontal cortex, ventromedial prefrontal cortex, anterior cingulate cortex, hippocampi, caudate nuclei and putamen). NPSLE patients reported high rates of anxiety and depression symptomatology. Significantly reduced cerebral blood flow and cerebral blood volume values were detected in the NPSLE group compared to healthy controls in the dorsolateral prefrontal cortex and ventromedial prefrontal cortex, bilaterally. Within the NPSLE group, anxiety symptomatology was significantly associated with lower perfusion in frontostriatal regions and in the right anterior cingulate gyrus. Importantly, the latter associations appeared to be specific to anxiety symptoms, as they persisted after controlling for depression symptomatology and independent of the presence of visible lesions on conventional MRI. In conclusion, hypoperfusion in specific limbic and frontostriatal regions is associated with more severe anxiety symptoms in the context of widespread haemodynamic disturbances in NPSLE.
- Published
- 2019
- Full Text
- View/download PDF
27. Age‐related deep white matter changes in myelin and water content: A T 2 relaxometry study
- Author
-
Dimitra Karageorgou, Panagiotis G. Simos, Efrosini Papadaki, Thomas G. Maris, Eleftherios Kavroulakis, Dimitrios Makrakis, and G. Kalaitzakis
- Subjects
Relaxometry ,medicine.medical_specialty ,education.field_of_study ,Population ,Biology ,Fluid-attenuated inversion recovery ,Deep white matter changes ,030218 nuclear medicine & medical imaging ,White matter ,03 medical and health sciences ,Myelin ,0302 clinical medicine ,medicine.anatomical_structure ,Endocrinology ,Internal medicine ,Extracellular fluid ,medicine ,Radiology, Nuclear Medicine and imaging ,education ,Water content - Abstract
BACKGROUND According to the retrogenesis hypothesis, the rate of age-related changes in white matter (WM) myelin content varies between early myelinating (parietal, occipital) and late myelinating (prefrontal, lateral-posterior temporal) areas. The multiecho spin echo (MESE), PD-to-T2 -weighted sequence provides an index of myelin content (myelin water fraction [MWF]) derived from measurements of myelin water (via the short T2 component [10-50 msec]) and intra- and extracellular water (via the long T2 component [>50-200 msec]). PURPOSE To assess the shape and regional variations in the rate of age-related myelin and water content changes in deep WM regions using the MESE sequence. STUDY TYPE Prospective, cross-sectional. POPULATION In all, 90 healthy adults aged 22-81 years. FIELD STRENGTH/SEQUENCE 1.5T/ T1 w, T2 w, fluid attenuated inversion recovery (FLAIR), MESE sequences. ASSESSMENT Short T2 , long T2 , and MWF values were measured in prefrontal, parietal, lateral-posterior temporal, and occipital normal-appearing WM (NAWM) areas. STATISTICAL TESTS Linear and quadratic effects of age on long T2 and MWF were assessed through regression analyses. Regional variations in the effect of age on long T2 and MWF values at both the individual and group level were examined, using regression and analysis of covariance (ANCOVA) analyses, respectively, controlling for total WM volume. RESULTS The rate of age-related changes in long T2 and MWF was higher for older persons and a significant increase or decline, respectively, was first noted at 60-69 years (P
- Published
- 2019
- Full Text
- View/download PDF
28. Emerging deep learning techniques using magnetic resonance imaging data applied in multiple sclerosis and clinical isolated syndrome patients (Review)
- Author
-
Panagiotis G. Simos, Georgios Z. Papadakis, Eleftherios Kontopodis, Kostas Marias, Aristidis Tsatsakis, Demetrios A. Spandidos, Apostolos H. Karantanas, Eleftherios Trivizakis, Efrosini Papadaki, and Thomas G. Maris
- Subjects
magnetic resonance imaging/diagnosis ,Cancer Research ,medicine.medical_specialty ,Clinically isolated syndrome ,medicine.diagnostic_test ,business.industry ,Deep learning ,Multiple sclerosis ,deep learning ,Magnetic resonance imaging ,Diagnostic accuracy ,Review ,General Medicine ,multiple sclerosis ,medicine.disease ,clinical isolated syndrome ,Immunology and Microbiology (miscellaneous) ,Neuroimaging ,medicine ,Automatic segmentation ,Medical physics ,In patient ,Artificial intelligence ,business - Abstract
Computer-aided diagnosis systems aim to assist clinicians in the early identification of abnormal signs in order to optimize the interpretation of medical images and increase diagnostic precision. Multiple sclerosis (MS) and clinically isolated syndrome (CIS) are chronic inflammatory, demyelinating diseases affecting the central nervous system. Recent advances in deep learning (DL) techniques have led to novel computational paradigms in MS and CIS imaging designed for automatic segmentation and detection of areas of interest and automatic classification of anatomic structures, as well as optimization of neuroimaging protocols. To this end, there are several publications presenting artificial intelligence-based predictive models aiming to increase diagnostic accuracy and to facilitate optimal clinical management in patients diagnosed with MS and/or CIS. The current study presents a thorough review covering DL techniques that have been applied in MS and CIS during recent years, shedding light on their current advances and limitations.
- Published
- 2021
- Full Text
- View/download PDF
29. Action Observation Responses Are Influenced by Movement Kinematics and Target Identity
- Author
-
Eleftherios Kavroulakis, Panagiotis G. Simos, Efrosini Papadaki, Thomas G. Maris, and Helen E. Savaki
- Subjects
Cognitive Neuroscience ,Movement ,Kinematics ,050105 experimental psychology ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Motor cognition ,medicine ,Humans ,0501 psychology and cognitive sciences ,Mirror Neurons ,Mirror neuron ,medicine.diagnostic_test ,Hand Strength ,Movement (music) ,05 social sciences ,Motor Cortex ,Biomechanical Phenomena ,Action (philosophy) ,Action observation ,Identity (object-oriented programming) ,Functional magnetic resonance imaging ,Psychology ,030217 neurology & neurosurgery ,Psychomotor Performance ,Cognitive psychology - Abstract
In order to inform the debate whether cortical areas related to action observation provide a pragmatic or a semantic representation of goal-directed actions, we performed 2 functional magnetic resonance imaging (fMRI) experiments in humans. The first experiment, involving observation of aimless arm movements, resulted in activation of most of the components known to support action execution and action observation. Given the absence of a target/goal in this experiment and the activation of parieto-premotor cortical areas, which were associated in the past with direction, amplitude, and velocity of movement of biological effectors, our findings suggest that during action observation we could be monitoring movement kinematics. With the second, double dissociation fMRI experiment, we revealed the components of the observation-related cortical network affected by 1) actions that have the same target/goal but different reaching and grasping kinematics and 2) actions that have very similar kinematics but different targets/goals. We found that certain areas related to action observation, including the mirror neuron ones, are informed about movement kinematics and/or target identity, hence providing a pragmatic rather than a semantic representation of goal-directed actions. Overall, our findings support a process-driven simulation-like mechanism of action understanding, in agreement with the theory of motor cognition, and question motor theories of action concept processing.
- Published
- 2021
30. Introduction of a new simple dynamic phantom for physical BOLD effect simulation
- Author
-
Themistoklis, Boursianis, Georgios, Kalaitzakis, Georgios, Gourzoulidis, Apostolos, Karantanas, Efrosini, Papadaki, and Thomas G, Maris
- Subjects
Oxygen ,Brain Mapping ,Phantoms, Imaging ,Humans ,Reproducibility of Results ,Magnetic Resonance Imaging ,Algorithms - Abstract
To propose a new method of simulating the BOLD contrast using a dynamic, easy to construct and operate, low-cost physical phantom.A structure of thin pipelines passing through a gel volume was used to simulate blood vessels in human tissue. Quantitative T2*, R2* measurements were used to study the signal change of the phantom. BOLD fMRI experiments and analysis were performed to evaluate its potential use as an fMRI simulator.Experimental T2*, R2* measurements showed similar behavior with published references. BOLD contrast was successfully achieved with the proposed method. In addition, there were several proposed parameters, like the angle of the phantom relative to B0, which can easily adjust the signal change and the activation area. Coefficients of variation showed good reproducibility within a month period. Statistical t maps were produced with in-house software for the BOLD measurements.T2*maps and BOLD images confirm the potential use of this phantom as an fMRI simulator and also as a tool for studying sensitivity and specificity of BOLD sequences/algorithms.
- Published
- 2021
31. The Significance of Echo Time in fMRI BOLD Contrast: A Clinical Study during Motor and Visual Activation Tasks at 1.5 T
- Author
-
Despina Antypa, T. Boursianis, G Gourzoulidis, Apostolos H. Karantanas, Thomas G. Maris, Panagiotis G. Simos, Emmanouela Kosteletou, Efrosini Papadaki, G. Kalaitzakis, Katerina Nikiforaki, and Kostas Marias
- Subjects
fMRI/motor activation ,media_common.quotation_subject ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Hemodynamics ,computer.software_genre ,Somatosensory system ,echo time ,Article ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Voxel ,medicine ,Contrast (vision) ,Humans ,T2* measurement ,Radiology, Nuclear Medicine and imaging ,media_common ,Visual Cortex ,Physics ,Blood-oxygen-level dependent ,Echo time ,Motor Cortex ,Neurochemistry ,Mr imaging ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,fMRI/visual activation ,computer ,030217 neurology & neurosurgery ,Motor cortex ,MR imaging ,BOLD - Abstract
Blood Oxygen Level Dependent (BOLD) is a commonly-used MR imaging technique in studying brain function. The BOLD signal can be strongly affected by specific sequence parameters, especially in small field strengths. Previous small-scale studies have investigated the effect of TE on BOLD contrast. This study evaluates the dependence of fMRI results on echo time (TE) during concurrent activation of the visual and motor cortex at 1.5 T in a larger sample of 21 healthy volunteers. The experiment was repeated using two different TE values (50 and 70 ms) in counterbalanced order. Furthermore, T2* measurements of the gray matter were performed. Results indicated that both peak beta value and number of voxels were significantly higher using TE = 70 than TE = 50 ms in primary motor, primary somatosensory and supplementary motor cortices (p <, 0.007). In addition, the amplitude of activation in visual cortices and the dorsal premotor area was also higher using TE = 70 ms (p <, 0.001). Gray matter T2* of the corresponding areas did not vary significantly. In conclusion, the optimal TE value (among the two studied) for visual and motor activity is 70 ms affecting both the amplitude and extent of regional hemodynamic activation.
- Published
- 2021
32. Myelin content changes in Clinically Isolated Syndrome and Relapsing- Remitting Multiple Sclerosis: Associations with lesion type and severity of visuomotor impairment
- Author
-
G. Kalaitzakis, Thomas G. Maris, Panagiotis G. Simos, Vasileios Mastorodemos, Eirini C. Spyridaki, Efrosini Papadaki, Eleftherios Kavroulakis, Τheodora Panou, and Styliani Pouli
- Subjects
Lesion type ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,White matter ,03 medical and health sciences ,Myelin ,0302 clinical medicine ,Multiple Sclerosis, Relapsing-Remitting ,medicine ,Humans ,030212 general & internal medicine ,Neuropsychological assessment ,Pathological ,Myelin Sheath ,Clinically isolated syndrome ,medicine.diagnostic_test ,business.industry ,Multiple sclerosis ,Brain ,General Medicine ,medicine.disease ,Magnetic Resonance Imaging ,White Matter ,medicine.anatomical_structure ,Neurology ,Relapsing remitting ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Demyelinating Diseases - Abstract
Cognitive disturbances occur in patients with Relapsing Remitting Multiple Sclerosis (RR-MS) and Clinically Isolated Syndrome (CIS). The Multi-Echo-Spin-Echo (MESE) T2-weighted sequence quantifies demyelination, the pathological hallmark of MS, but has not been used for the documentation of the potential relationship between anatomically specific demyelinating changes and cognitive impairment in MS.To identify markers of regional demyelination in patients with RR-MS and CIS in relation to clinical variables and severity of cognitive impairment.37 RR-MS patients, 39 CIS patients and 52 healthy controls (HC) were examined using the MESE sequence. Long T2 and myelin water fraction (MWF) values were measured, serving as indices of intra/extracellular water content and myelin content, respectively, in focal white matter lesions and 12 normal appearing white matter (NAWM) areas of the patients and HC. A comprehensive neuropsychological assessment was administered to all patients.RR-MS patients showed widespread long T2 increases and MWF reductions in NAWM, compared to the respective values of HC (p0.001), which correlated with total lesion volume. Among RR-MS patients illness duration correlated negatively with MWF in right hemisphere frontal and periventricular NAWM areas (and positively with corresponding long T2 values). MWF values were lower in the CIS, as compared to the HC group, in the temporal, frontal and periventricular NAWM areas. Focal demyelinating lesions displayed variable higher T2 and lower MWF values, compared to NAWM, closely corresponding to their intensity on T1 sequences. Reduced MWF values and increased long T2 values in right periventricular NAWM were significantly associated with poor visuomotor performance.The MESE sequence affords accurate estimation of myelin and water content in NAWM and focal lesions in RR-MS and CIS patients, by means of the MWF and long T2 values, respectively, providing a sensitive index of demyelination associated with visuomotor deficits.
- Published
- 2021
33. MRI and dual-energy CT fusion anatomic imaging in Ru-106 ophthalmic brachytherapy
- Author
-
Antonios Tzedakis, Dimitrios A. Liakopoulos, Eleni E. Drakonaki, Efrosini Papadaki, Kostas Perisinakis, Efstathios T. Detorakis, and Miltiadis K. Tsilimbaris
- Subjects
Choroidal melanoma ,business.industry ,medicine.medical_treatment ,Brachytherapy ,Magnetic Resonance Imaging ,Sagittal plane ,030218 nuclear medicine & medical imaging ,Sclera ,Lesion ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Coronal plane ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Dual energy ct ,medicine.symptom ,Ruthenium Radioisotopes ,Nuclear medicine ,business ,Tomography, X-Ray Computed - Abstract
Purpose Brachytherapy with Ru-106 is widely used for the treatment of intraocular tumors, and its efficacy depends on the accuracy of radioactive plaque placement. Ru-106 plaques are MRI incompatible and create severe metal artifacts on conventional CT scans. Dual-energy CT scans (DECT) may be used to suppress such artifacts. This study examines the possibility of creating fusion images from MRI scans (preoperatively) and DECT scans (with the plaque in place) as a tool for confirming the anatomic accuracy of plaque placement. Methods and Materials Six patients with intraocular lesions (5 with choroidal melanoma and 1 with a retinal vasoproliferative lesion) were included. Fusion images of preoperative MRI scans and DECT scans with the plaque in place were created with the Demo version of the ImFusion suite (ImFusion GmbH, Munchen Germany). Clearance margins between the tumor and plaque edge in axial, transverse, and coronal planes as well as the elevation of the posterior plaque edge from the sclera were recorded and associated with the location of the lesion. Results Plaque-tumor clearance margins for transverse, sagittal, and coronal planes were higher for anteriorly located lesions (5.13 mm ± 0.11 [5.0–5.2], 5.10 mm ± 0.26 [4.9–5.4], and 5.33 mm ± 0.45 [4.9–5.8] respectively) than for posteriorly located lesions (4.16 mm ± 1.44 [2.5–5.1], 4.13 mm ± 1.42 [2.5–5.1], and 4.2 mm ± 1.21 [2.8–5.0], respectively). The elevation of the posterior plaque edge from the sclera was 0.33 mm ± 0.28 [0–0.5] and 0.63 mm ± 0.60 [0.7–1.2] for posterior and anterior lesions, respectively. Conclusions Fusion images between DECT and MRI scans may be used as a tool to confirm the accuracy of Ru-106 plaque placement in relation with the intraocular tumors in ophthalmic brachytherapy.
- Published
- 2020
34. Quantification of effective orbital volume and its association with axial length of the eye. A 3D-MRI study
- Author
-
Styliani V. Blazaki, G Thomas Maris, T Efstathios Detorakis, Eleni E. Drakonaki, Zoi Kapsala, Georgios Bontzos, Michael Mazonakis, and Efrosini Papadaki
- Subjects
Adult ,Male ,Reconstructive surgery ,medicine.medical_specialty ,genetic structures ,axial length ,Young Adult ,Imaging, Three-Dimensional ,Region of interest ,magnetic resonance tomography ,Humans ,Medicine ,Orbital Fracture ,orbit ,Aged ,Aged, 80 and over ,medicine.diagnostic_test ,business.industry ,Iatrogenic injury ,orbital volume ,Magnetic resonance imaging ,Organ Size ,General Medicine ,Axial length ,Middle Aged ,Magnetic Resonance Imaging ,eye diseases ,Axial Length, Eye ,Cross-Sectional Studies ,medicine.anatomical_structure ,Female ,business ,Nuclear medicine ,General Articles ,Follow-Up Studies ,Orbit (anatomy) ,Volume (compression) - Abstract
Objective: To measure the effective orbital volume (EOV) from magnetic resonance images, and investigate its relationship with axial length (AL) in those parameters. Methods: Cross-sectional, 3D-MRI study. 54 eyes of 54 patients (25 males) were included in this work. Patient weight, height and head circumference were also measured. Orbital and eyeball volumes were calculated after image segmentation. The difference between those values volume was assessed, estimating the EOV for each eye. Results: Mean eyeball volume was 7.83 ± 2.27 mm3, mean orbital volume 26.81 ± 0.59 mm3 and EOV 21.64 ± 0.19 mm3. The orbital volume was significantly higher in the male group (Wilcoxon signed-rank tests Z=-1.51, p
- Published
- 2019
35. Ex vivo orbital volumetry using stereology and CT imaging: A comparison with manual planimetry
- Author
-
Styliani V. Blazaki, Georgios Bontzos, Michael Mazonakis, Efstathios T. Detorakis, Eleni E. Drakonaki, Efrosini Papadaki, and Thomas G. Maris
- Subjects
medicine.medical_specialty ,Stereology ,Computed tomography ,Mean difference ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Animals ,Medicine ,Radiology, Nuclear Medicine and imaging ,Sheep ,medicine.diagnostic_test ,business.industry ,Ultrasound ,Significant difference ,Reproducibility of Results ,General Medicine ,Gold standard (test) ,Volume measurements ,ROC Curve ,030220 oncology & carcinogenesis ,Models, Animal ,Radiology ,Ct imaging ,Tomography, X-Ray Computed ,business ,Nuclear medicine ,Orbit - Abstract
To evaluate the applicability of stereology and planimetry in orbital volume measurements using computed tomography (CT) and to compare the results between the two measurements. Experimental study using sheep craniums for CT imaging. Water filling measurements were performed, as the validation technique. Quantification techniques were also evaluated in five human subjects. To examine the proportion of agreement among measurements, we tested intra- and inter-observer agreement. For stereology customization, a 1/8 systematic sampling scheme was considered as optimal; this resulted in a low coefficient of error (2.59 %) and low measurement time (1.9 mins). In sheep craniums, mean volume measured by water displacement, planimetry and stereology was 17.81 ± 0.59 cm3, 17.87 ± 0.68 cm3 and 17.54 ± 0.49 cm3, respectively. Total volumes, obtained by stereology, were highly correlated with the water-filling method (r=0.893; p = 0.001) and a paired t-test showed significant difference between methods (t=3.047; p = 0.014). Planimetry results displayed a high correlation with the water-filling method (r=0.957; p ≈ 0.001) but no statistically significant difference was found (p = 0.154). Mean difference using planimetry and stereology was 0.332 ± 0.322 cm3. In human subjects, using stereology, the estimated volume ranged between 18.57 cm3 and 19.27 cm3, and the mean orbital volume was 19.05 ± 0.50 cm3 with CE=3.75 ± 0.16 %. Mean measure time was 2.1 ± 0.1 mins. Stereological measurements were superior to manual planimetry in terms of user effort and time spent. Stereology sampling of 1/8 was successfully applied in human subjects and yielded a strong correlation with manual planimetry. • Stereology can be applied to measure the orbital volume using computed tomography. • Stereological measurements display high correlation with gold standard planimetry and combine low coefficient of error (2.59%) with low measurement time (1.9 min). • Stereology is superior in terms of user effort and time spent.
- Published
- 2018
- Full Text
- View/download PDF
36. Estimation of Morphological Characteristics in Asymmetrical Myopic Posterior Staphyloma using Optical Coherence Tomography
- Author
-
Michael Mazonakis, Thomas G. Maris, Miltiadis K. Tsilimbaris, Georgios Bontzos, Efstathios T. Detorakis, and Efrosini Papadaki
- Subjects
0301 basic medicine ,Male ,medicine.medical_specialty ,genetic structures ,Posterior pole ,Pilot Projects ,Retina ,03 medical and health sciences ,Axial length ,0302 clinical medicine ,Optical coherence tomography ,Retinal Diseases ,Distortion ,Ophthalmology ,medicine ,magnetic resonance imaging ,Humans ,myopia ,staphyloma ,optical coherence tomography ,medicine.diagnostic_test ,business.industry ,Staphyloma ,Reproducibility of Results ,Magnetic resonance imaging ,General Medicine ,medicine.disease ,eye diseases ,Sclera ,030104 developmental biology ,medicine.anatomical_structure ,Myopia, Degenerative ,030221 ophthalmology & optometry ,Posterior staphyloma ,Disease Progression ,Maculopathy ,Original Article ,Female ,sense organs ,sclera ,business ,Tomography, Optical Coherence - Abstract
PURPOSE: Posterior staphyloma is an ocular complication associated with high myopia and reflects degenerative changes on the sclera. Its morphology is associated with chorioretinal atrophy and myopic maculopathy. The purpose of this study was to validate the efficacy of optical coherence tomography (OCT) in providing a simple estimation of the staphyloma pattern. MATERIALS AND METHODS: Observational case-series study of high myopic patients with posterior staphylomas. Patients were examined using the star scan pattern OCT in different radial planes. Three-dimensional (3D) magnetic resonance tomography was also performed to visualize the anatomical characteristics of the posterior pole. 3D-segmentation and curvature analysis were also performed. RESULTS: Eight patients were totally enrolled in this pilot study. Our study pool consisted of 2 wide macular staphylomas, 2 narrow macular staphylomas, and 4 barrel-shaped staphylomas. Our preliminary results revealed that patients displayed mirror-image distortion in the steeper staphyloma axis. In the barrel-shaped subtype, no image distortion was displayed in any plane. CONCLUSION: We estimated the axis of the smaller base curvature by noting the distortion pattern in the different radial axis. The recognition of pathologic axial myopia is important since there is a risk of permanent vision loss from vision to threatening sequelae.
- Published
- 2018
37. Recall of semantically related word-lists in two patients with herpes simplex encephalitis
- Author
-
Zoi K. Kouvatsou, Elvira Masoura, Efrosini Papadaki, and Vasilios K. Kimiskidis
- Subjects
medicine.medical_specialty ,Wechsler Memory Scale ,Recall ,Working memory ,General Neuroscience ,05 social sciences ,Audiology ,Verbal learning ,050105 experimental psychology ,Developmental psychology ,03 medical and health sciences ,Psychiatry and Mental health ,0302 clinical medicine ,Free recall ,Memory span ,medicine ,Verbal fluency test ,Semantic memory ,0501 psychology and cognitive sciences ,Neurology (clinical) ,Psychology ,030217 neurology & neurosurgery - Abstract
Objective The aim of the present study is to provide further insight into semantic processing in Working Memory (WM) in two amnesic patients with extensive medial temporal lobe (MTL) by adopting a short length word-lists recall task. Background It is still unclear whether the medial temporal lobe structures and especially the hippocampus is recruited in semantic processing in the context of WM. Materials & methods Two severely amnesic patients with extensive MTL damage due to herpes simplex encephalitis (HSE) and a control group ( n = 36) underwent an experimental task involving the immediate free recall of 9 word-lists in three different conditions: 1. semantically related words clustered according to semantic category (SRC), 2. semantically related words non-clustered (SRnC), 3. semantically unrelated words (SU). Additionally, standard cognitive measures were administered [Digit Span Forward & Backward, Greek Verbal Learning Test (GVRT), Verbal Fluency Test (VFT), Logical Memory I & II (LM-I & LM-II) of Wechsler Memory Scale (WMS)]. Results Both patients obtained normal performance in WM tests (Digit Span Forward & Backward), but were impaired in GVRT, VFT, LM-I and LM-II. With regard to the word-list task, the number of words recalled by both patients’ did not differ from controls. However, semantic facilitation effects were not recorded in patients’ performance for the SRC and SRnC conditions (SRC = SRnR = SU), unlike controls (SRC > SRnC > SU). Conclusions Our results suggest that the effects of semantic facilitation in short length word-lists recall are diminished to a certain degree in HSE patients that suffer from MTL damage.
- Published
- 2017
- Full Text
- View/download PDF
38. Dual-energy CT imaging of orbits during episcleral brachytherapy with Ru-106 plaques: A phantom study on its potential for plaque position verification
- Author
-
Efrosini Papadaki, John Damilakis, Antonis Tzedakis, Kostas Perisinakis, Efstathios T. Detorakis, and Dimitrios A. Liakopoulos
- Subjects
genetic structures ,Image quality ,medicine.medical_treatment ,Brachytherapy ,Biophysics ,General Physics and Astronomy ,Iterative reconstruction ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Metal Artifact ,0302 clinical medicine ,medicine ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,business.industry ,Phantoms, Imaging ,Digital Enhanced Cordless Telecommunications ,General Medicine ,Metals ,030220 oncology & carcinogenesis ,Anthropomorphic phantom ,Dual energy ct ,Ruthenium Radioisotopes ,business ,Nuclear medicine ,Artifacts ,Tomography, X-Ray Computed ,Orbit ,Sclera ,Radiotherapy, Image-Guided - Abstract
Purpose To investigate the potential of dual energy CT (DECT) to suppress metal artifacts and accurately depict episcleral brachytherapy Ru-106 plaques after surgical placement. Methods An anthropomorphic phantom simulating the adult head after surgical placement of a Ru-106 plaque was employed. Nine DECT acquisition protocols for orbital imaging were applied. Monochromatic 140 keV images were generated using iterative reconstruction and an available metal artifact reduction algorithm. Generated image datasets were graded by four observers regarding the ability to accurate demarcate the Ru-106 plaque. Objective image quality and visual grading analysis (VGA) was performed to compare different acquisition protocols. The DECT imaging protocol which allowed accurate plaque demarcation at minimum exposure was identified. The eye-lens dose from orbital DECT, with and without the use of radioprotective bismuth eye-shields, was determined using Monte Carlo methods. Results All DECT acquisition protocols were judged to allow clear demarcation of the plaque borders despite some moderate streaking/shading artifacts. The differences between mean observers’ VGA scores for the 9 DECT imaging protocols were not statistically significant (p > 0.05). The eye-lens dose from the proposed low-exposure DECT protocol was found to be 20.1 and 22.8 mGy for the treated and the healthy eye, respectively. Bismuth shielding was found to accomplish >40% reduction in eye-lens dose without inducing shielding-related artifacts that obscure plaque delineation. Conclusions DECT imaging of orbits after Ru-106 plaque positioning for ocular brachytherapy was found to allow artifact-free delineation of plaque margins at relatively low patient exposure, providing the potential for post-surgery plaque position verification.
- Published
- 2020
39. Mechanical optic neuropathy in high myopia
- Author
-
Sotiris Plainis, Trisevgeni Giannakopoulou, Efrosini Papadaki, Efstathios T. Detorakis, and Georgios Bontzos
- Subjects
Adult ,Male ,medicine.medical_specialty ,genetic structures ,Visual impairment ,Vision Disorders ,Visual Acuity ,Optic neuropathy ,03 medical and health sciences ,0302 clinical medicine ,Ophthalmology ,Optic Nerve Diseases ,Pathologic myopia ,Humans ,Medicine ,skin and connective tissue diseases ,business.industry ,High myopia ,medicine.disease ,Magnetic Resonance Imaging ,eye diseases ,Axial Length, Eye ,Myopia, Degenerative ,030221 ophthalmology & optometry ,Optic nerve ,Evoked Potentials, Visual ,Visual Field Tests ,Stress, Mechanical ,sense organs ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Optometry - Abstract
Myopia is a major cause of visual impairment and its prevalence is increasing globally at an alarming rate. High pathologic myopia is described as myopia with associated degenerative changes in the...
- Published
- 2018
- Full Text
- View/download PDF
40. Machine Learning Classification of Neuropsychiatric Systemic Lupus Erythematosus patients using resting-state fMRI functional connectivity
- Author
-
Efrosini Papadaki, Eleftherios Kavroulakis, Georgios C. Manikis, G. Bertsias, Kostas Marias, and Nicholas J Simos
- Subjects
030203 arthritis & rheumatology ,Resting state fMRI ,medicine.diagnostic_test ,business.industry ,Context (language use) ,Feature selection ,03 medical and health sciences ,Statistical classification ,0302 clinical medicine ,Neuroimaging ,Medicine ,Primary motor cortex ,business ,F1 score ,Functional magnetic resonance imaging ,Neuroscience ,030217 neurology & neurosurgery - Abstract
In this study we explored the robustness of machine learning algorithms for the classification of Neuropsychiatric systemic lupus erythematosus (NPSLE) patients and healthy controls using resting-state fMRI functional connectivity matrices. NPSLE, which is driven by systemic autoimmune inflammation in the context of lupus, involves a wide range of focal and diffuse central and peripheral nervous system symptoms and poses significant diagnostic challenges. Machine learning applications on clinical data may enhance the existing workflow for NPSLE classification as there is no established method of applying neuroimaging data to the diagnosis of NPSLE. Feature selection methods were applied prior to the classification process in order to perform the classification process on a lower dimension feature space. The Connectivity Matrix used consisted of pairwise regional functional associations of the fMRI signals (ROI to ROI correlations) within each of three predetermined brain networks in 41 NPSLE patients and 31 healthy control subjects. Support Vector Machines (SVM) was utilized in the final model. Results were evaluated using a nested cross validation methodology to prevent overfitting, and enhance generalization. Regions of Interest (ROI's) that contributed most in the final model were: Right Inferior Temporal, Thalamus, Left Angular Gyrus, Right Precuneus, Left Primary Motor Cortex, SMA, Left and Right Primary Motor Cortex. With a final F1 score of up to 77%, the results demonstrate the potential for the future implementation of similar methods in the diagnosis of NPSLE.
- Published
- 2019
- Full Text
- View/download PDF
41. Cognitive event-related potentials in multiple sclerosis: Correlation with MRI and neuropsychological findings
- Author
-
Zoi K. Kouvatsou, Victoria K. Kapina, Triantafyllos Geroukis, Sevasti Bostanjopoulou, Vasileios Papaliagkas, Dimitrios Kazis, Elvira Masoura, Efrosini Papadaki, Vaia Tsimourtou, Vasilios K. Kimiskidis, Kyriaki Sotirakoglou, and Sotirios Papayiannopoulos
- Subjects
Adult ,Aging ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Neuropsychological Tests ,Audiology ,Corpus callosum ,050105 experimental psychology ,Diagnosis, Differential ,Lesion ,Disability Evaluation ,03 medical and health sciences ,Cognition ,0302 clinical medicine ,Atrophy ,Event-related potential ,medicine ,Humans ,0501 psychology and cognitive sciences ,Evoked Potentials ,Third ventricle ,business.industry ,Multiple sclerosis ,05 social sciences ,Neuropsychology ,Brain ,Discriminant Analysis ,Electroencephalography ,Organ Size ,General Medicine ,medicine.disease ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Neurology ,Auditory Perception ,Linear Models ,Neurology (clinical) ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
Background Cognitive event-related potentials (ERPs) have been previously correlated with T2 lesion load (Τ2LL) in patients with multiple sclerosis (MS). It is currently unknown, however, whether ERPs also correlate with brain atrophy or the presence of T1 hypointense lesions (“black holes”) which reflect tissue destruction and axonal loss. The primary aim of the current study is to explore the effect of neuroradiological parameters such as brain atrophy, T1 and T2 lesion load on auditory ERPs in MS patients. In addition, we correlated cognitive impairment with neurophysiological (ERP) and neuroradiological (MRI) variables and investigated whether a combination of ERP and MRI parameters is capable of distinguishing patients suffering from secondary progressive (SP), primary progressive (PP) and relapsing-remitting (RR) MS. Materials and methods The study sample consisted of fifty nine MS patients (mean age±SD: 37.82±1.38 years; average disease duration: 6.76±5.3 years) and twenty six age-matched controls (mean age±SD: 41.42±15.39 years). The patients’ EDSS and NRS scores were 3.77±2.14 (range: 1–7.5) and 75.88±11.99 (range: 42–94) respectively. ERPs were recorded using the auditory “odd-ball” paradigm. T1 and T2 lesions were automatically segmented using an edge-finding tool and total lesion volumes were calculated. MRI measures of brain atrophy included third ventricle width (THIRDVW) and the ratio of mid-sagittal corpus callosum area to the mid-sagittal intracranial skull surface area (CC/MISS). Statistical analysis was performed using multiple regression, principal component (PCA) and discriminant analysis. Results T1 lesion load emerged as the most significant predictor of P300 and N200 latency. The rest of the endogenous ERPs parameters (P300 amplitude, N200 amplitude) were not significantly correlated with the MRI variables. PCA of pooled neuroradiological and neurophysiological markers suggested that four components accounted for 64.6% of the total variability. Discriminant analysis based on ERP & MRI markers classified correctly 79.63% of patients in RR, PP and SP subgroups. Conclusion T1 lesion load is the most significant MRI correlate of auditory ERPs in MS patients. Importantly, ERPs in combination with MRI variables can be usefully employed for distinguishing patients with different subtypes of MS.
- Published
- 2016
- Full Text
- View/download PDF
42. Posterior Reversible Encephalopathy Syndrome, Multiple Sclerosis and interferon therapy: Association, co-incidence or convoluted interplay?
- Author
-
Stefanos G. Ioannidis, Efrosini Papadaki, Panayiotis Mitsias, and Vasileios Mastorodemos
- Subjects
medicine.medical_specialty ,business.industry ,Fulminant ,Multiple sclerosis ,Posterior reversible encephalopathy syndrome ,General Medicine ,Fluid-attenuated inversion recovery ,Esmolol ,Malignancy ,medicine.disease ,Gastroenterology ,03 medical and health sciences ,0302 clinical medicine ,Blood pressure ,Neurology ,Internal medicine ,medicine ,Vomiting ,030212 general & internal medicine ,Neurology (clinical) ,medicine.symptom ,business ,030217 neurology & neurosurgery ,medicine.drug - Abstract
Background Posterior reversible encephalopathy syndrome (PRES) has only rarely been reported in patients with multiple sclerosis (MS). Methods Case report of a patient with relapsing remitting (RR) MS patient on interferon (INF) treatment, who developed posterior fossa PRES. Results A 46-year-old male diagnosed with RR MS in 2010 was placed on INF beta-1a therapy. He remained in clinical remission for seven years. He then presented with headache of one month duration and worsening upper extremity ataxia. Cranial MRI revealed two new enhancing cerebellar lesions (one with tumefactive features). Within the next 10 days the patient developed severe holocephalic headache, vomiting, altered consciousness and gait instability. Urgent brain MRI revealed diffuse hyperintense lesions in T2WI and FLAIR sequences in bilateral cerebellar hemispheres and the right thalamus, with marked swelling, increased diffusivity indicative of vasogenic edema and patchy-nodular enhancement, while smaller lesions were also found in posterior temporal, parietal and occipital lobes. Severely elevated blood pressure was noted. Treatment with hypertonic agents, esmolol drip and IV steroids was instituted, resulting in remarkable improvement within the next several days. Repeat MRI showed almost complete resolution of the cerebellar lesions. Interferon beta was discontinued and blood pressure remained well controlled. Conclusions Patients with RR MS on IFN beta therapy can develop PRES via the combination of hypertension and endothelial dysfunction by IFN, even when stable on this treatment. Neurologists should be keen to differentiate the appearance of PRES lesions from those of fulminant MS relapse, opportunistic infections or malignancy.
- Published
- 2020
- Full Text
- View/download PDF
43. Age-related deep white matter changes in myelin and water content: A T
- Author
-
Efrosini, Papadaki, Eleftherios, Kavroulakis, Georgios, Kalaitzakis, Dimitra, Karageorgou, Dimitrios, Makrakis, Thomas G, Maris, and Panagiotis G, Simos
- Subjects
Adult ,Aged, 80 and over ,Male ,Water ,Middle Aged ,Magnetic Resonance Imaging ,White Matter ,Young Adult ,Cross-Sectional Studies ,Image Processing, Computer-Assisted ,Humans ,Female ,Prospective Studies ,Myelin Sheath ,Aged - Abstract
According to the retrogenesis hypothesis, the rate of age-related changes in white matter (WM) myelin content varies between early myelinating (parietal, occipital) and late myelinating (prefrontal, lateral-posterior temporal) areas. The multiecho spin echo (MESE), PD-to-TTo assess the shape and regional variations in the rate of age-related myelin and water content changes in deep WM regions using the MESE sequence.Prospective, cross-sectional.In all, 90 healthy adults aged 22-81 years.1.5T/ TShort TLinear and quadratic effects of age on long TThe rate of age-related changes in long TSignificant age-related reductions in myelin content were closely followed by corresponding increases in intra- and extracellular water content. These changes were more pronounced among elderly people and followed an anterior-posterior pattern.2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2019;50:1393-1404.
- Published
- 2018
44. DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response
- Author
-
K. Tzagkarakis, Efrosini Papadaki, Kostas Marias, Georgios C. Manikis, Eleftherios Kontopodis, Georgios Z. Papadakis, Apostolos H. Karantanas, Thomas G. Maris, Katerina Nikiforaki, and I. Skepasianos
- Subjects
Oncology ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,medicine.medical_treatment ,Cancer ,Magnetic resonance imaging ,medicine.disease ,030218 nuclear medicine & medical imaging ,Clinical trial ,03 medical and health sciences ,0302 clinical medicine ,Wavelet decomposition ,Breast cancer ,Radiomics ,030220 oncology & carcinogenesis ,Internal medicine ,Cohort ,medicine ,business ,Neoadjuvant therapy - Abstract
Quantitative MRI plays a central role in the precision management of cancer. Regarding breast cancer (BRCA) patients, DCE-MRI imaging biomarkers (IBs) have shown promising results both in clinical trials and clinical practice. The advancements in the field of radiomics offer more opportunities for defining disease-specific imaging biomarkers for screening, diagnosis and therapy assessment. In this paper we present a study investigating the role of radiomics in predicting breast-cancer therapy response in the neoadjuvant setting. A temporal radiomics approach is proposed for predicting breast cancer therapy response in the neoadjuvant setting on a public cohort of 35 patients with histologically-proven breast cancer of stage II/III with DCEMRI data available before treatment, after the first cycle and before the end of treatment. The results based on 57 radiomics features indicate that neoadjuvant chemotherapy (NAC) treatment outcome can be predicted both at baseline and right after the first NAC cycle. Our analyses, found that the best predictors were the median and size-zone non-uniformity normalized calculated from the wavelet decomposition of level 2 of the baseline and the first follow-up exam, achieving an AUROC of 80.80% and 81.34% respectively. These encouraging preliminary results call for more relevant research investigating the role of temporal radiomics in predicting NAC outcome towards more personalized therapy planning.
- Published
- 2018
- Full Text
- View/download PDF
45. Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study
- Author
-
Maria Venianaki, Thomas G. Maris, Georgios C. Manikis, Eleftherios Kontopodis, Katerina Nikiforaki, Efrosini Papadaki, Kostas Marias, and Apostolos H. Karantanas
- Subjects
Diagnostic information ,Contrast enhancement ,medicine.diagnostic_test ,business.industry ,Multiple sclerosis ,Magnetic resonance imaging ,medicine.disease ,Lesion ,Dynamic contrast-enhanced MRI ,medicine ,Blood-brain barrier disruption ,medicine.symptom ,business ,Nuclear medicine ,Perfusion - Abstract
Accurate determination of disease activity by detection of the acute, inflammatory Multiple Sclerosis (MS) lesions, with blood brain barrier disruption and contrast enhancement is critical for clinicians because it affects diagnosis and treatment. In this work, a new Dynamic Contrast Enhanced (DCE) protocol was investigated in conjunction with different pharmacokinetic (PK) models in order to define a well-designed workflow for DCE MRI analysis of acute, active MS lesions. This time extended protocol, achieved to double the perfusion time by extending the overall MRI acquisition less than two minutes. Four patients with early relapsing remitting multiple sclerosis were analyzed with two different DCE protocols and three PK models. The statistical comparison of the different approaches, including biomarkers and metrics of goodness of fit, showed that extension of the DCE imaging time, the so called ‘Snaps’ protocol, combined with the extended Tofts model PK analysis, achieved the characterization of 15% more pixels into acute, active MS lesions in terms of fitting low enhancement pixels, and resulted in more accurate detection of the active lesion area. To this end, a novel DCE acquisition framework is presented herein that achieved to double the perfusion time by loading the protocol duration less than two minutes, and as a result a better characterization of active MS lesions in terms of fitting accuracy and size of the lesion was achieved.
- Published
- 2018
- Full Text
- View/download PDF
46. S3D:7 Cerebral hypoperfusion detected by perfusion-weighed mri may assist the diagnosis of primary diffuse neuropsychiatric lupus erythematosus
- Author
-
Prodromos Sidiropoulos, Eleftherios Kavroulakis, G. Bertsias, Efrosini Papadaki, Panagiotis G. Simos, Dimitrios T. Boumpas, Dimitra Karageorgou, and Antonis Fanouriakis
- Subjects
medicine.medical_specialty ,Systemic lupus erythematosus ,Lupus erythematosus ,business.industry ,Cognitive disorder ,Hemodynamics ,Grey matter ,medicine.disease ,White matter ,medicine.anatomical_structure ,Cerebral blood flow ,Internal medicine ,medicine ,Cardiology ,Cerebral perfusion pressure ,business - Abstract
Objective Abnormalities in regional or global cerebral perfusion have been reported in SLE but their value in distinguishing lupus from non-lupus related diffuse neuropsychiatric events has not been determined. We examined whether the addition of dynamic susceptibility-contrast-enhanced T2*-weighted perfusion MRI (DSC-MRI), a non-invasive assessment of brain haemodynamic status, to the standard MRI examination suggested by the EULAR recommendations, may be of added value in the clinical diagnosis and attribution of neuropsychiatric SLE (NPSLE). Patients and methods Seventy-six SLE patients (53 NPSLE, 23 non-NPSLE) and 31 healthy controls underwent conventional MRI (cMRI) and DSC-MRI. Attribution of NPSLE to lupus (primary NPSLE: n=37) or not (n=16) was based on multidisciplinary assessment including cMRI results and response to treatment. Cerebral blood volume (CBV) and cerebral blood flow (CBF) values were estimated in 18 normal-appearing white matter (NAWM) and deep grey matter (NADGM) areas. Perfusion differences among subgroups and their diagnostic utility were assessed using Analysis of Variance, Receiver Operating Characteristics, and Binary Logistic Regression analysis. Results The most common manifestations were mood disorder, cognitive disorder and headache. The most common manifestations were mood disorder, cognitive disorder and headache. Primary NPSLE patients had lower cerebral blood flow and volume in several NAWM areas compared to controls (p Conclusion Primary NPSLE is characterised by significant hypoperfusion in white matter and deep grey matter areas that appear normal on conventional MRI sequences. Addition of cerebral blood flow in the semioval centre to conventional MRI techniques described in the EULAR NPSLE recommendations improves the diagnosis of primary NPSLE.
- Published
- 2018
- Full Text
- View/download PDF
47. Myelin content changes in probable Alzheimer's disease and mild cognitive impairment: Associations with age and severity of neuropsychiatric impairment
- Author
-
Eleftherios, Kavroulakis, Panagiotis G, Simos, Georgios, Kalaitzakis, Thomas G, Maris, Dimitra, Karageorgou, Ioannis, Zaganas, Simeon, Panagiotakis, Maria, Basta, Alexandros, Vgontzas, and Efrosini, Papadaki
- Subjects
Male ,Risk ,Age Factors ,Brain ,Middle Aged ,Neuropsychological Tests ,Magnetic Resonance Imaging ,White Matter ,Alzheimer Disease ,Anisotropy ,Humans ,Cognitive Dysfunction ,Female ,Prospective Studies ,Myelin Sheath ,Aged - Abstract
Existing indices of white matter integrity such as fractional anisotropy and magnetization transfer ratio may not provide optimal specificity to myelin content. In contrast, myelin water fraction (MWF) derived from the multiecho TThe goal of the present study was to identify markers of regional demyelination in patients with probable Alzheimer's disease (AD) and mild cognitive impairment (MCI) in relation to age and severity of neuropsychiatric impairment.The sample included patients diagnosed with probable AD (n = 25) or MCI (n = 43), and cognitively intact elderly controls (n = 33).Long TAD patients displayed higher age-adjusted long and short TAge-related demyelination is associated with memory impairment (especially in prodromal dementia states) and symptoms of depression in an anatomically specific manner.1 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;47:1359-1372.
- Published
- 2017
48. Switching from fingolimod to alemtuzumab in patients with highly active relapsing-remitting multiple sclerosis: Α case series
- Author
-
Anastasios Orologas, Konstantinos Notas, Vasilios K. Kimiskidis, Maria Moschou, and Efrosini Papadaki
- Subjects
medicine.medical_specialty ,Exacerbation ,business.industry ,Multiple sclerosis ,General Medicine ,Disease ,medicine.disease ,Fingolimod ,03 medical and health sciences ,0302 clinical medicine ,Neurology ,Relapsing remitting ,Rescue therapy ,Internal medicine ,medicine ,Alemtuzumab ,In patient ,030212 general & internal medicine ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,medicine.drug - Abstract
Background The management of “aggressive” and “highly-active” relapsing-remitting multiple sclerosis remains problematic. Although a number of highly efficacious agents are currently available, the optimal timing of their use and the balancing between efficacy and immediate and long-term consequences are still a matter of conjecture. Methods We describe the clinical, radiological and immunological profile of three multiple sclerosis patients with persistent clinical and radiological disease activity under fingolimod treatment. After fingolimod cessation patients demonstrated severe disease exacerbation and were successfully treated with alemtuzumab. Results All patients experienced significant improvement after the administration of alemtuzumab and achieved no evidence of disease activity status that persisted after a median of 19 months of follow-up (range: 17–25 months). Confirmed disability improvement was achieved in all cases. Quantitative MRI data demonstrated a reduction of the T2 lesion load in 2 out of 3 patients and complete abrogation of inflammatory activity in all patients after the administration of alemtuzumab. Α patient presented a previously unreported, persistent lymphocytosis after alemtuzumab administration, that was not associated with infectious, lymphoproliferative or autoimmune diseases and had no apparent clinical implications. Conclusions Alemtuzumab appears to be an effective and safe short-term therapeutic option both as a rescue therapy for the disease flare-up associated with fingolimod withdrawal, as well as for the reversal of the deteriorating course observed in patients who fail treatment with fingolimod.
- Published
- 2020
- Full Text
- View/download PDF
49. Brain SPECT and perfusion MRI: do they provide complementary information about the tumour lesion and its grading?
- Author
-
Antonis Vakis, Dimitra Karageorgou, Efrosini Papadaki, Gregory Chlouverakis, M. Daboudi, Dimitrios Makrakis, Sophia Koukouraki, and Panagiotis G. Simos
- Subjects
Adult ,Male ,medicine.medical_specialty ,Malignancy ,Multimodal Imaging ,Sensitivity and Specificity ,030218 nuclear medicine & medical imaging ,Lesion ,Young Adult ,03 medical and health sciences ,Organophosphorus Compounds ,0302 clinical medicine ,Glioma ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Grading (tumors) ,Aged ,Aged, 80 and over ,Tomography, Emission-Computed, Single-Photon ,Receiver operating characteristic ,Brain Neoplasms ,business.industry ,Brain ,Organotechnetium Compounds ,General Medicine ,Middle Aged ,medicine.disease ,030220 oncology & carcinogenesis ,Female ,Histopathology ,Tomography ,Neoplasm Grading ,Radiopharmaceuticals ,medicine.symptom ,business ,Nuclear medicine ,Perfusion ,Magnetic Resonance Angiography - Abstract
AIM To evaluate the relative and combined utility of 99mTc-tetrofosmin (99mTc-TF) brain single-photon-emission computed tomography (SPECT) and dynamic susceptibility contrast (DSC) perfusion magnetic resonance imaging (MRI) in grading brain gliomas. MATERIALS AND METHODS Thirty-six patients with clinically suspected brain tumours were assessed by 99mTc-TF SPECT and DSC-MRI. Brain tumour malignancy was confirmed in all patients at histopathology. On both techniques brain lesions were evaluated via visual and semi-quantitative analysis methods (deriving tetrofosmin index [T-index] and relative cerebral blood volume [rCBV] ratios, respectively). RESULTS 99mTc-TF SPECT showed abnormally elevated tracer uptake in 31/36 patients whereas MRI detected the brain tumour in all patients. Optimal cut-off values of each index for discriminating between low- and high-grade gliomas were obtained through receiver operating characteristic (ROC) analyses. A T-index cut-off of 6.35 ensured 82% sensitivity and 71% specificity for discriminating between high- and low-grade gliomas, whereas a relative rCBV ratio cut-off of 1.80 achieved 91% sensitivity and 100% specificity. Requiring a positive result on either technique to characterise a high-grade glioma was associated with similar specificity and slightly increased sensitivity. CONCLUSION Both imaging techniques, 99mTF SPECT and DSC MRI, may provide complementary indices of tumour grade and have an independent diagnostic value for high-risk tumours.
- Published
- 2019
- Full Text
- View/download PDF
50. Hemodynamic evidence linking cognitive deficits in clinically isolated syndrome to regional brain inflammation
- Author
-
Andreas Plaitakis, Vasileios Mastorodemos, Efrosini Papadaki, Apostolos H. Karantanas, Thomas G. Maris, Panagiotis G. Simos, and Theodora Panou
- Subjects
Adult ,Male ,Pathology ,medicine.medical_specialty ,Adolescent ,Hemodynamics ,Neuropsychological Tests ,Corpus callosum ,White matter ,Young Adult ,Humans ,Medicine ,Memory Disorders ,Clinically isolated syndrome ,business.industry ,Working memory ,Multiple sclerosis ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Perfusion ,medicine.anatomical_structure ,Neurology ,Cerebral blood flow ,Cerebrovascular Circulation ,Linear Models ,Encephalitis ,Female ,Neurology (clinical) ,Verbal memory ,Cognition Disorders ,business ,Blood Flow Velocity ,Magnetic Resonance Angiography - Abstract
Background and purpose To investigate the relation between hemodynamic measurements and memory function in patients with clinically isolated syndrome (CIS). Methods Forty CIS patients were administered tests of verbal short-term/working memory and passage learning. Using dynamic susceptibility contrast MRI cerebral blood volume (CBV), cerebral blood flow and mean transit time values were estimated in 20 cerebral regions of interest, placed in normal appearing white matter (NAWM) and normal appearing deep gray matter structures, bilaterally. Results CIS patients showed significantly impaired scores on working memory and secondary verbal memory that correlated inversely with elevated CBV values in the left frontal and periventricular NAWM, thalamus, right caudate and corpus callosum. Conclusions Verbal memory in CIS correlates inversely with elevated CBV values of brain structures involved in memory. As these hemodynamic changes, detected in CIS, are indicative of inflammation, the observed cognitive disturbances may relate to widespread brain inflammatory processes that prevail in early multiple sclerosis.
- Published
- 2013
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.