25 results on '"Makowski, Marcus R"'
Search Results
2. Deep-learning-based image quality enhancement of CT-like MR imaging in patients with suspected traumatic shoulder injury
- Author
-
Feuerriegel, Georg C., Weiss, Kilian, Tu Van, Anh, Leonhardt, Yannik, Neumann, Jan, Gassert, Florian T., Haas, Yannick, Schwarz, Markus, Makowski, Marcus R., Woertler, Klaus, Karampinos, Dimitrios C., and Gersing, Alexandra S.
- Published
- 2024
- Full Text
- View/download PDF
3. Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs
- Author
-
Busch, Felix, Xu, Lina, Sushko, Dmitry, Weidlich, Matthias, Truhn, Daniel, Müller-Franzes, Gustav, Heimer, Maurice M., Niehues, Stefan M., Makowski, Marcus R., Hinsche, Markus, Vahldiek, Janis L., Aerts, Hugo JWL., Adams, Lisa C., and Bressem, Keno K.
- Published
- 2023
- Full Text
- View/download PDF
4. Evaluation of Conventional MR Imaging of the Shoulder in the Diagnosis of Lesions of the Biceps Pulley.
- Author
-
Ebrahimi Ardjomand, Saba, Meurer, Felix, Ehmann, Yannick, Pogorzelski, Jonas, Waschulzik, Birgit, Makowski, Marcus R., Siebenlist, Sebastian, Heuck, Andreas, Woertler, Klaus, and Neumann, Jan
- Abstract
To determine the diagnostic accuracy and reproducibility of conventional MR imaging (MRI) of the shoulder in evaluating biceps pulley lesions using arthroscopy as the standard of reference. In a retrospective study, MR examinations of 68 patients with arthroscopically proven torn or intact biceps pulley were assessed for the presence of pulley lesions by three radiologists. The following criteria were evaluated: displacement of the long head of the biceps tendon (LHBT) relative to the subscapularis tendon (displacement sign), subluxation/dislocation of the LHBT, the integrity of the superior glenohumeral ligament (SGHL) and the coracohumeral ligament (CHL), lesions of the supraspinatus (SSP) and subscapularis (SSC) tendons adjacent to the rotator interval, presence of biceps tendinopathy and subacromial bursitis. There were 42 patients with pulley lesions in the study group. Conventional MR imaging showed an overall sensitivity of 95.2%, 88.1% and 92.9%, a specificity of 61.5%, 73.1%, and 80.8% and an accuracy of 82.4%, 82.4% and 88.2% in the diagnosis of pulley lesions. Interobserver agreement was substantial (multirater k = 0.75). Biceps tendinopathy (97.6%, 95.2%, 97.6%), defects of the SGHL (86.3%, 81.0%, 88.1%) and the displacement sign (88.1%, 81.0%, 85.7%) were the most sensitive diagnostic criteria. Subluxation/dislocation of the LHBT was insensitive (78.6%, 42.9%, 33.3%), but specific (69.2%, 100,0%, 96.2%). In the diagnosis of pulley lesions, conventional MR imaging is reproducible and shows high sensitivity and accuracy but moderate specificity. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Microscopic multifrequency magnetic resonance elastography of ex vivo abdominal aortic aneurysms for extracellular matrix imaging in a mouse model.
- Author
-
Mangarova, Dilyana B., Bertalan, Gergely, Jordan, Jakob, Brangsch, Julia, Kader, Avan, Möckel, Jana, Adams, Lisa C., Sack, Ingolf, Taupitz, Matthias, Hamm, Bernd, Braun, Jürgen, and Makowski, Marcus R.
- Subjects
ABDOMINAL aortic aneurysms ,MAGNETIC resonance ,EXTRACELLULAR matrix ,MAGNETIC resonance imaging ,MICE ,LABORATORY mice - Abstract
An abdominal aortic aneurysm (AAA) is a permanent dilatation of the abdominal aorta, usually accompanied by thrombus formation. The current clinical imaging modalities cannot reliably visualize the thrombus composition. Remodeling of the extracellular matrix (ECM) during AAA development leads to stiffness changes, providing a potential imaging marker. 14 apolipoprotein E-deficient mice underwent surgery for angiotensin II-loaded osmotic minipump implantation. 4 weeks post-op, 5 animals developed an AAA. The aneurysm was imaged ex vivo by microscopic multifrequency magnetic resonance elastography (µMMRE) with an in-plane resolution of 40 microns. Experiments were performed on a 7-Tesla preclinical magnetic resonance imaging scanner with drive frequencies between 1000 Hz and 1400 Hz. Shear wave speed (SWS) maps indicating stiffness were computed based on tomoelastography multifrequency inversion. As control, the aortas of 5 C57BL/6J mice were examined with the same imaging protocol. The regional variation of SWS in the thrombus ranging from 0.44 ± 0.07 to 1.20 ± 0.31 m/s was correlated fairly strong with regional histology-quantified ECM accumulation (R
2 = 0.79). Our results suggest that stiffness changes in aneurysmal thrombus reflect ECM remodeling, which is critical for AAA risk assessment. In the future, µMMRE could be used for a mechanics-based clinical characterization of AAAs in patients. To our knowledge, this is the first study mapping the stiffness of abdominal aortic aneurysms with microscopic resolution of 40 µm. Our work revealed that stiffness critically changes due to extracellular matrix (ECM) remodeling in the aneurysmal thrombus. We were able to image various levels of ECM remodeling in the aneurysm reflected in distinct shear wave speed patterns with a strong correlation to regional histology-quantified ECM accumulation. The generated results are significant for the application of microscopic multifrequency magnetic resonance elastography for quantification of pathological remodeling of the ECM and may be of great interest for detailed characterization of AAAs in patients. [Display omitted] [ABSTRACT FROM AUTHOR]- Published
- 2022
- Full Text
- View/download PDF
6. Novel Approach for In Vivo Detection of Vulnerable Coronary Plaques Using Molecular 3-T CMR Imaging With an Albumin-Binding Probe.
- Author
-
Engel, Leif-Christopher, Landmesser, Ulf, Gigengack, Kevin, Wurster, Thomas, Manes, Constantina, Girke, Georg, Jaguszewski, Milosz, Skurk, Carsten, Leistner, David M., Lauten, Alexander, Schuster, Andreas, Hamm, Bernd, Botnar, Rene M., Makowski, Marcus R., and Bigalke, Boris
- Abstract
Abstract Objectives This study sought to investigate the potential of the noninvasive albumin-binding probe gadofosveset-enhanced cardiac magnetic resonance (GE-CMR) for detection of coronary plaques that can cause acute coronary syndromes (ACS). Background ACS are frequently caused by rupture or erosion of coronary plaques that initially do not cause hemodynamically significant stenosis and are therefore not detected by invasive x-ray coronary angiography (XCA). Methods A total of 25 patients with ACS or symptoms of stable coronary artery disease underwent GE-CMR, clinically indicated XCA, and optical coherence tomography (OCT) within 24 h. GE-CMR was performed approximately 24 h following a 1-time application of gadofosveset-trisodium. Contrast-to-noise ratio (CNR) was quantified within coronary segments in comparison with blood signal. Results A total of 207 coronary segments were analyzed on GE-CMR. Segments containing a culprit lesion in ACS patients (n = 11) showed significant higher signal enhancement (CNR) following gadofosveset-trisodium application than segments without culprit lesions (n = 196; 6.1 [3.9 to 16.5] vs. 2.1 [0.5 to 3.5]; p < 0.001). GE-CMR was able to correctly identify culprit coronary lesions in 9 of 11 segments (sensitivity 82%) and correctly excluded culprit coronary lesions in 162 of 195 segments (specificity 83%). Additionally, segmented areas of thin-cap fibroatheroma (n = 22) as seen on OCT demonstrated significantly higher CNR than segments without coronary plaque or segments containing early atherosclerotic lesions (n = 185; 9.2 [3.3 to 13.7] vs. 2.1 [0.5 to 3.4]; p = 0.001). Conclusions In this study, we demonstrated for the first time the noninvasive detection of culprit coronary lesions and thin-cap fibroatheroma of the coronary arteries in vivo by using GE-CMR. This method may represent a novel approach for noninvasive cardiovascular risk prediction. Graphical abstract [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
7. In vivo assessment of intraplaque and endothelial fibrin in ApoE−/− mice by molecular MRI
- Author
-
Makowski, Marcus R., Forbes, Sarah C., Blume, Ulrike, Warley, Alice, Jansen, Christian H.P., Schuster, Andreas, Wiethoff, Andrea J., and Botnar, René M.
- Subjects
- *
MAGNETIC resonance imaging , *ATHEROSCLEROSIS , *APOLIPOPROTEIN E , *BRACHIOCEPHALIC trunk , *IMMUNOHISTOCHEMISTRY , *GADOLINIUM , *LABORATORY mice - Abstract
Abstract: Objective: Molecular magnetic resonance imaging (MRI) has emerged as a promising non-invasive modality to characterize atherosclerotic vessel wall changes on a morphological and molecular level. Intraplaque and endothelial fibrin has recently been recognized to play an important role in the progression of atherosclerosis. This study aimed to investigate the feasibility of intraplaque and endothelial fibrin detection using a fibrin-targeted contrast-agent, FTCA (EPIX Pharmaceuticals, Lexington, MA), in a mouse model of atherosclerosis. Methods: Male apolipoproteinE-knockout mice (ApoE−/−) were fed a high fat diet (HFD) for one to three months. MRI of the brachiocephalic artery was performed prior to and 90min after the administration of FTCA (n =8 per group). Contrast to noise ratios (CNR) and longitudinal relaxation rates (R1) of plaques were determined and compared to ex vivo fibrin density measurements on immunohistological sections stained with a fibrin-specific antibody and gadolinium concentrations measured by inductively coupled mass spectroscopy (ICP-MS). Results: Molecular MRI after FTCA administration demonstrated a significant increase (p <0.05) in contrast agent uptake in brachiocephalic artery plaques. In vivo CNR measurements were in good agreement with ex vivo fibrin density measurements on immunohistochemistry (y =2.4x +11.3, R 2 =0.82) and ICP-MS (y =0.95x +7.1, R 2 =0.70). Late stage atherosclerotic plaques displayed the strongest increase in CNR, R1, ex vivo fibrin staining and gadolinium concentration (p <0.05). Conclusion: This study demonstrated the feasibility of intraplaque and endothelial fibrin imaging using FTCA. Direct in vivo fibrin detection and quantification could be useful for characterization and staging of coronary and carotid atherosclerotic lesions, which may aid diagnosis and intervention. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
- View/download PDF
8. Single breath-hold assessment of cardiac function using an accelerated 3D single breath-hold acquisition technique--comparison of an intravascular and extravascular contrast agent.
- Author
-
Makowski, Marcus R., Wiethoff, Andrea J., Jansen, Christian H. P., Uribe, Sergio, Parish, Victoria, Schuster, Andreas, Botnar, Rene M., Bell, Aaron, Kiesewetter, Christoph, Razavi, Reza, Schaeffter, Tobias, and Greil, Gerald F.
- Subjects
MAGNETIC resonance ,CARDIAC research ,MYOCARDIUM ,MEDICAL care ,BLOOD ,HEART physiology ,COMPARATIVE studies ,CONFIDENCE intervals ,LEFT heart ventricle ,LONGITUDINAL method ,MAGNETIC resonance imaging ,PROBABILITY theory ,REGRESSION analysis ,RESEARCH evaluation ,BREATH holding ,INTER-observer reliability ,CONTRAST media ,DESCRIPTIVE statistics - Abstract
Background: Cardiovascular magnetic resonance (CMR) is the current gold standard for the assessment of left ventricular (LV) function. Repeated breath-holds are needed for standard multi-slice 2D cine steady-state free precession sequences (M2D-SSFP). Accelerated single breath-hold techniques suffer from low contrast between blood pool and myocardium. In this study an intravascular contrast agent was prospectively compared to an extravascular contrast agent for the assessment of LV function using a single-breath-hold 3D-whole-heart cine SSFP sequence (3D-SSFP). Methods: LV function was assessed in fourteen patients on a 1.5 T MR-scanner (Philips Healthcare) using 32-channel coil technology. Patients were investigated twice using a 3D-SSFP sequence (acquisition time 18-25 s) after Gadopentetate dimeglumine (GdD, day 1) and Gadofosveset trisodium (GdT, day 2) administration. Image acquisition was accelerated using sensitivity encoding in both phase encoding directions (4xSENSE). CNR and BMC were both measured between blood and myocardium. The CNR incorporated noise measurements, while the BMC represented the coeffiancy between the signal from blood and myocardium [1]. Contrast to noise ratio (CNR), blood to myocardium contrast (BMC), image quality, LV functional parameters and intra-/interobserver variability were compared. A M2D-SSFP sequence was used as a reference standard on both days. Results: All 3D-SSFP sequences were successfully acquired within one breath-hold after GdD and GdT administration. CNR and BMC were significantly (p < 0.05) higher using GdT compared to GdD, resulting in an improved endocardial definition. Using 3D-SSFP with GdT, Bland-Altman plots showed a smaller bias (95% confidence interval LVEF: 9.0 vs. 23.7) and regression analysis showed a stronger correlation to the reference standard (R
2 = 0.92 vs. R2 = 0.71), compared to 3D-SSFP with GdD. Conclusions: A single-breath-hold 3D-whole-heart cine SSFP sequence in combination with 32-channel technology and an intravascular contrast agent allows for the accurate and fast assessment of LV function. Trial registration: The study was approved by the local research ethics committee (Study No. 07/Q0704/2) and was registered with the Medicines and Healthcare Products Regulatory Agency (MHRA Study No. 28482/0002/001-0001, EudraCTnumber 2006-007042). [ABSTRACT FROM AUTHOR]- Published
- 2012
- Full Text
- View/download PDF
9. Molecular assessment of aortic aneurysm wall integrity using an elastin-specific MR imaging probe.
- Author
-
Makowski, Marcus R., Wiethoff, Andrea, Ebersberger, Ullrich, Blume, Ulrike, Warley, Alice, Jansen, Christian, Onthank, David C., Cesati, Richard R., Razavi, Reza, Marber, Michael, Schaeffter, Tobias, Robinson, Simon P., and Botnar, Rene M.
- Subjects
AORTIC aneurysm diagnosis ,AORTIC aneurysms ,CONFERENCES & conventions ,DIAGNOSTIC imaging ,MAGNETIC resonance imaging ,MOLECULAR diagnosis - Abstract
An abstract of the article "Molecular assessment of aortic aneurysm wall integrity using an elastin-specific MR imaging probe," by Marcus R Makowski and colleagues is presented.
- Published
- 2013
- Full Text
- View/download PDF
10. First pass vasodilator-stress myocardial perfusion CMR in mice on a whole-body 3Tesla scanner: validation against microspheres.
- Author
-
Jogiya, Roy, Makowski, Marcus R., Phinikaridou, Alkystis, Jansen, Christian, Zarinabad, Niloufar, Chiribiri, Amedeo, Botnar, Rene M., Nagel, Eike, Kozerke, Sebastian, and Plein, Sven
- Subjects
VASODILATORS ,LABORATORY mice - Abstract
An abstract of the conference paper "First pass vasodilator-stress myocardial perfusion CMR in mice on a whole-body 3Tesla scanner: validation against microspheres," by Roy Jogiya, and colleagues is presented.
- Published
- 2012
- Full Text
- View/download PDF
11. The role of visceral adiposity in the severity of COVID-19: Highlights from a unicenter cross-sectional pilot study in Germany.
- Author
-
Petersen, Antonia, Bressem, Keno, Albrecht, Jakob, Thieß, Hans-Martin, Vahldiek, Janis, Hamm, Bernd, Makowski, Marcus R., Niehues, Alexandra, Niehues, Stefan M., and Adams, Lisa C.
- Subjects
COVID-19 ,ADIPOSE tissues ,ABDOMINAL adipose tissue ,OBESITY ,BODY mass index ,LUMBAR vertebrae - Abstract
Overall obesity has recently been established as an independent risk factor for critical illness in patients with coronavirus disease 2019 (COVID-19). The role of fat distribution and especially that of visceral fat, which is often associated with metabolic syndrome, remains unclear. Therefore, this study aims at investigating the association between fat distribution and COVID-19 severity. Thirty patients with COVID-19 and a mean age of 65.6 ± 13.1 years from a level-one medical center in Berlin, Germany, were included in the present cross-sectional analysis. COVID-19 was confirmed by polymerase chain reaction (PCR) from nasal and throat swabs. A severe clinical course of COVID-19 was defined by hospitalization in the intensive care unit (ICU) and/or invasive mechanical ventilation. Fat was measured at the level of the first lumbar vertebra on routinely acquired low-dose chest computed tomography (CT). An increase in visceral fat area (VFA) by ten square centimeters was associated with a 1.37-fold higher likelihood of ICU treatment and a 1.32-fold higher likelihood of mechanical ventilation (adjusted for age and sex). For upper abdominal circumference, each additional centimeter of circumference was associated with a 1.13-fold higher likelihood of ICU treatment and a 1.25-fold higher likelihood of mechanical ventilation. Our proof-of-concept study suggests that visceral adipose tissue and upper abdominal circumference specifically increase the likelihood of COVID-19 severity. CT-based quantification of visceral adipose tissue and upper abdominal circumference in routine chest CTs may therefore be a simple tool for risk assessment in COVID-19 patients. • Previous studies suggested an association between obesity and severe COVID-19. • So far, research focused exclusively on body mass index as a measure of obesity. • Routine chest CTs allow quantification of subcutaneous and visceral abdominal fat. • We found a positive association between visceral fat tissue and COVID-19 severity. • Chest CTs may be a simple tool for risk assessment in patients with COVID-19. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
12. 2798: Investigating the role of morphology in deep learning-based liposarcoma grading.
- Author
-
Kiechle, Johannes, Foreman, Sarah C., Fischer, Stefan, Rusche, Daniel, Rösner, Verena, Lohse, Ann-Kathrin, Mogler, Carolin, Combs, Stephanie E., Makowski, Marcus R., Woertler, Klaus, Lang, Daniel M., Schnabel, Julia A., Gersing, Alexandra S., and Peeken, Jan C.
- Subjects
- *
LIPOSARCOMA , *MORPHOLOGY - Published
- 2024
- Full Text
- View/download PDF
13. The intra-observer reproducibility of cardiovascular magnetic resonance myocardial feature tracking strain assessment is independent of field strength.
- Author
-
Schuster, Andreas, Morton, Geraint, Hussain, Shazia T., Jogiya, Roy, Kutty, Shelby, Asrress, Kaleab N., Makowski, Marcus R., Bigalke, Boris, Perera, Divaka, Beerbaum, Philipp B., and Nagel, Eike
- Subjects
CARDIOVASCULAR disease diagnosis ,CONFERENCES & conventions ,MAGNETIC fields ,MAGNETIC resonance imaging ,MYOCARDIUM ,RESEARCH evaluation - Abstract
An abstract to the article "The intra-observer reproducibility of cardiovascular magnetic resonance myocardial feature tracking strain assessment is independent of field strength," by Andreas Schuster, Geraint Morton, Shazia T. Hussain, Roy Jogiya, Shelby Kutty, and colleagues presented.
- Published
- 2013
- Full Text
- View/download PDF
14. Cardiac magnetic resonance myocardial feature tracking detects quantitative wall motion during dobutamine stress.
- Author
-
Schuster, Andreas, Kutty, Shelby, Padiyath, Asif, Parish, Victoria, Gribben, Paul, Danford, David A., Makowski, Marcus R., Bigalke, Boris, Beerbaum, Philipp B., and Nagel, Eike
- Subjects
CARDIAC magnetic resonance imaging ,DOBUTAMINE - Abstract
An abstract of the conference paper "Cardiac magnetic resonance myocardial feature tracking detects quantitative wall motion during dobutamine stress," by Andreas Schuster and colleagues is presented.
- Published
- 2012
- Full Text
- View/download PDF
15. Cardiac magnetic resonance myocardial feature tracking correlates with natural radial strain and corresponds to inotropic stimulation.
- Author
-
Schuster, Andreas, Kutty, Shelby, Padiyath, Asif, Parish, Victoria, Gribben, Paul, Danford, David A., Makowski, Marcus R., Bigalke, Boris, Beerbaum, Philipp B., and Nagel, Eike
- Subjects
CARDIAC magnetic resonance imaging - Abstract
An abstract of the conference paper "Cardiac magnetic resonance myocardial feature tracking correlates with natural radial strain and corresponds to inotropic stimulation," by Andreas Schuster and colleagues is presented.
- Published
- 2012
- Full Text
- View/download PDF
16. Noise reduction in diffusion weighted MRI of the pancreas using an L1-regularized iterative SENSE reconstruction.
- Author
-
Kamal, Omar, McTavish, Sean, Harder, Felix N., Van, Anh T., Peeters, Johannes M., Weiss, Kilian, Makowski, Marcus R., Karampinos, Dimitrios C., and Braren, Rickmer F.
- Subjects
- *
DIFFUSION magnetic resonance imaging , *NOISE control , *PANCREAS , *PANCREATIC duct - Abstract
To prospectively evaluate an L1 regularized iterative SENSE reconstruction (L1-R SENSE) to eliminate band-like artifacts frequently seen with parallel imaging (SENSE) at high acceleration factors in high resolution diffusion weighted magnetic resonance imaging of the pancreas. Fourteen patients with pancreatic ductal adenocarcinoma (PDAC) underwent respiratory triggered DWI ss-EPI at a resolution of 2.5 × 2.5 × 3 mm3 with uniform undersampling in the phase encoding direction (AP axis) with an acceleration factor of 4. Data were reconstructed using the standard SENSE reconstruction routine of the vendor and an iterative SENSE reconstruction employing L1 regularization after a wavelet sparsifying transformation (L1-R SENSE). Retrospective reconstruction of the data with a lower number of averages was performed using both reconstruction methods. Two radiologists independently assessed noise artifacts, anatomical details and image quality (IQ) subjectively with a 4-point scale. Apparent diffusion coefficient (ADC) and covariance (CV) of ADC estimated from images reconstructed at a different number of averages for PDAC and the normal pancreas were assessed. L1-R SENSE resulted in higher IQ and less noise artifacts than SENSE. Anatomical details were significantly higher for SENSE in one reader. Mean ADC of PDAC and normal pancreas were significantly higher for L1-R SENSE than SENSE. L1-R SENSE revealed lower CV of ADC for normal pancreas compared to SENSE, whereas no difference was noted for PDAC. Compared with traditional SENSE reconstruction, L1-R SENSE effectively reduces band-like noise and improves the robustness of the ADC estimation from acquisitions using single-shot DW-EPI of the pancreas. • Parallel imaging is used for DWI of the pancreas but frequently suffers from band-like noise artifacts at high acceleration factors. • L1-regularized SENSE is based on the CS framework concepts and can effectively eliminate noise artifacts using the same scan parameters. • Implementation of L1-regularized SENSE improves image quality and robustness of ADC values in DWI of the pancreas. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
17. Potential of dual-layer spectral CT for the differentiation between hemorrhage and iodinated contrast medium in the brain after endovascular treatment of ischemic stroke patients.
- Author
-
Riederer, Isabelle, Fingerle, Alexander A., Zimmer, Claus, Noël, Peter B., Makowski, Marcus R., and Pfeiffer, Daniela
- Subjects
- *
ISCHEMIC stroke , *CONTRAST media , *DUAL energy CT (Tomography) , *STROKE patients , *CEREBRAL arteries , *ENDOVASCULAR surgery , *RADIOGRAPHIC contrast media - Abstract
One possible complication after mechanical thrombectomy is hemorrhage. In conventional CT it is often difficult to differ between extravasation of iodinated contrast medium and blood. This differentiation, however, is essential for treatments with anticoagulants and antiplatelets. To evaluate dual-layer spectral Computed Tomography (DLSCT) for the differentiation between intracranial hemorrhage and iodinated contrast medium in ischemic stroke patients after mechanical thrombectomy. First, in vitro experiments were performed. Then, head CT images of 47 patients after mechanical thrombectomy were analyzed. Virtual non-contrast (VNC) images and iodine density maps (IDM) were calculated and evaluated. Region of interests (ROIs) analyses were performed. Sensitivity and specificity as well as ROC curves were calculated. IDM and VNC images enabled clear differentiation between blood and iodine and reliable quantification of different iodine concentrations in vitro. A total of 23 hyperdense areas were detected in 13 patients, classified as hemorrhage (n = 7), iodinated contrast medium (n = 4) and a mixture of both (n = 12). Sensitivity and specificity for the detection of blood was 100%. DLSCT enables differentiation between intracranial hemorrhage and iodinated contrast medium in patients after mechanical thrombectomy and might improve diagnostic imaging in post-interventional stroke patients. • DLSCT delivers simultaneously information about anatomy and material decomposition per default. • DLSCT enables differentiation between blood and iodine in ischemic stroke patients after mechanical thrombectomy. • DLSCT enables reliable quantification of iodine in vitro. • DLSCT might improve diagnostics in neuroradiology especially in patients after mechanical thrombectomy. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
18. Improving CT accuracy in the diagnosis of COVID-19 in a hospital setting.
- Author
-
Erxleben, Christoph, Adams, Lisa C., Albrecht, Jacob, Petersen, Antonia, Vahldiek, Janis L., Thieß, Hans-Martin, Kremmin, Julia, Makowski, Marcus R., Niehues, Alexandra, Niehues, Stefan M., and Bressem, Keno K.
- Subjects
- *
COVID-19 testing , *COMPUTED tomography , *COVID-19 , *SYMPTOMS , *BODY temperature , *SHOE stores , *INTENSIVE care units - Abstract
This study aimed to improve the accuracy of CT for detection of COVID-19-associated pneumonia and to identify patient subgroups who might benefit most from CT imaging. A total of 269 patients who underwent CT for suspected COVID-19 were included in this retrospective analysis. COVID-19 was confirmed by reverse-transcription-polymerase-chain-reaction. Basic demographics (age and sex) and initial vital parameters (O 2 -saturation, respiratory rate, and body temperature) were recorded. Generalized mixed models were used to calculate the accuracy of vital parameters for detection of COVID-19 and to evaluate the diagnostic accuracy of CT. A clinical score based on vital parameters, age, and sex was established to estimate the pretest probability of COVID-19 and used to define low, intermediate, and high risk groups. A p -value of <0.05 was considered statistically significant. The sole use of vital parameters for the prediction of COVID-19 was inferior to CT. After correction for confounders, such as age and sex, CT showed a sensitivity of 0.86, specificity of 0.78, and positive predictive value of 0.36. In the subgroup analysis based on pretest probability, positive predictive value and sensitivity increased to 0.53 and 0.89 in the high-risk group, while specificity was reduced to 0.68. In the low-risk group, sensitivity and positive predictive value decreased to 0.76 and 0.33 with a specificity of 0.83. The negative predictive value remained high (0.94 and 0.97) in both groups. The accuracy of CT for the detection of COVID-19 might be increased by selecting patients with a high-pretest probability of COVID-19. • A simple score to estimate the pre-test probability of COVID-19 can be calculated using vital parameters, basic vital parameters. • Accuracy of CT for the detection of COVID-19 might be increased by selecting patients with a high-pretest probability. • In patients with mild symptoms, CT examinations are unlikel unlikely to be effective with a very low positive predictive value. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
19. medBERT.de: A comprehensive German BERT model for the medical domain.
- Author
-
Bressem, Keno K., Papaioannou, Jens-Michalis, Grundmann, Paul, Borchert, Florian, Adams, Lisa C., Liu, Leonhard, Busch, Felix, Xu, Lina, Loyen, Jan P., Niehues, Stefan M., Augustin, Moritz, Grosser, Lennart, Makowski, Marcus R., Aerts, Hugo J.W.L., and Löser, Alexander
- Subjects
- *
LANGUAGE models , *NATURAL language processing - Abstract
• medBERT.de : German BERT model tailored for medical domain expertise. • Trained using 4.7 million diverse medical documents for optimal results. • Achieved new state-of-the-art on eight medical NLP benchmarks. • Efficient tokenization has minor role, focus on domain-specific training. • Public release of pre-trained model weights and new benchmarks for research. This paper presents medBERT.de , a pre-trained German BERT model specifically designed for the German medical domain. The model has been trained on a large corpus of 4.7 Million German medical documents and has been shown to achieve new state-of-the-art performance on eight different medical benchmarks covering a wide range of disciplines and medical document types. In addition to evaluating the overall performance of the model, this paper also conducts a more in-depth analysis of its capabilities. We investigate the impact of data deduplication on the model's performance, as well as the potential benefits of using more efficient tokenization methods. Our results indicate that domain-specific models such as medBERT.de are particularly useful for longer texts, and that deduplication of training data does not necessarily lead to improved performance. Furthermore, we found that efficient tokenization plays only a minor role in improving model performance, and attribute most of the improved performance to the large amount of training data. To encourage further research, the pre-trained model weights and new benchmarks based on radiological data are made publicly available for use by the scientific community. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
20. In Vivo High-Frequency Ultrasound for the Characterization of Thrombi Associated with Aortic Aneurysms in an Experimental Mouse Model.
- Author
-
Jansen, Christian H.P., Brangsch, Julia, Reimann, Carolin, Adams, Lisa, Hamm, Bernd, Botnar, Rene M., and Makowski, Marcus R.
- Subjects
- *
AORTIC aneurysms , *DISEASE progression , *MAGNETIC resonance imaging , *ULTRASONIC imaging , *APOLIPOPROTEIN E , *THROMBOSIS complications , *ABDOMINAL aortic aneurysms , *ABDOMINAL aorta , *ANIMAL experimentation , *BIOLOGICAL models , *MICE , *THROMBOSIS , *DISEASE complications - Abstract
The development of abdominal aortic aneurysm (AAA) associated thrombi plays an important role during the onset and progression of AAAs. The aim of this study was to evaluate the potential of high-frequency ultrasound for characterization of AAA associated thrombi in an apolipoprotein-E-deficient mouse-model. Ultrasound measurements were performed using a high-resolution ultrasound system (Vevo770, FUJIFILM VisualSonics, Inc., Toronto, ON, Canada) with a 30 MHz linear-array transducer (RMV707 B). Magnetic resonance imaging with a 3 Tesla scanner (Achieva MR system, Philips Healthcare, Best, The Netherlands) and a single-loop microscopy coil was performed as a reference standard. All stages of aneurysm development were evaluated by histologic analyses. The "signal-thrombus-matrix" to "signal-blood" ratio on high-frequency ultrasound measurements showed a strong correlation (R2 = 0.81, p <0.05) with the state of extracellular matrix remodeling. Furthermore, size measurements derived from the high-frequency ultrasound correlated well with magnetic resonance imaging and histology. This study demonstrated that high-frequency ultrasound enables the reliable in vivo quantification of extracellular matrix remodeling at various stages of thrombus development, based on the thrombus echogenicity. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
21. Molecular imaging of the extracellular matrix in the context of atherosclerosis.
- Author
-
Reimann, Carolin, Brangsch, Julia, Colletini, Federico, Walter, Thula, Hamm, Bernd, Botnar, Rene M., and Makowski, Marcus R.
- Subjects
- *
ATHEROSCLEROSIS treatment , *ATHEROSCLEROSIS , *EXTRACELLULAR matrix , *POSITRON emission tomography , *DISEASE progression , *FIBRIN , *MAGNETIC resonance imaging - Abstract
This review summarizes the current status of molecular imaging of the extracellular matrix (ECM) in the context of atherosclerosis. Apart from cellular components, the ECM of the atherosclerotic plaque plays a relevant role during the initiation of atherosclerosis and its' subsequent progression. Important structural and signaling components of the ECM include elastin, collagen and fibrin. However, the ECM not only plays a structural role in the arterial wall but also interacts with different cell types and has important biological signaling functions. Molecular imaging of the ECM has emerged as a new diagnostic tool to characterize biological aspects of atherosclerotic plaques, which cannot be characterized by current clinically established imaging techniques, such as X-ray angiography. Different types of molecular probes can be detected in vivo by imaging modalities such as magnetic resonance imaging (MRI), positron emission tomography (PET) and single photon emission computed tomography (SPECT). The modality specific signaling component of the molecular probe provides information about its spatial location and local concentration. The successful introduction of molecular imaging into clinical practice and guidelines could open new pathways for an earlier detection of disease processes and a better understanding of the disease state on a biological level. Quantitative in vivo molecular parameters could also contribute to the development and evaluation of novel cardiovascular therapeutic interventions and the assessment of response to treatment. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
22. Evaluation of sclerosis in Modic changes of the spine using susceptibility-weighted magnetic resonance imaging.
- Author
-
Böker, Sarah M., Bender, Yvonne Y., Adams, Lisa C., Fallenberg, Eva M., Wagner, Moritz, Hamm, Bernd, and Makowski, Marcus R.
- Subjects
- *
MAGNETIC resonance imaging , *DISEASE susceptibility , *LUMBAR vertebrae diseases , *SENSITIVITY & specificity (Statistics) , *MEDICAL statistics , *CERVICAL vertebrae , *COMPUTED tomography , *LONGITUDINAL method , *LUMBAR vertebrae , *SPINE diseases ,RESEARCH evaluation - Abstract
Purpose: To evaluate the diagnostic performance of susceptibility-weighted magnetic resonance imaging (SWMR) for the differentiation of sclerotic and non-sclerotic Modic changes (MC) of the spine compared to computed tomography (CT) and radiographs.Materials and Methods: The Institutional Ethics-Review-Board approved this prospective study in advance. Written consent was obtained from all subjects. SWMR and standard T1/T2 MR of the cervical (n=21) and/or lumbar spine (n=34) were performed in 54 patients. 21 patients served as control. 18 patients were evaluated with CT; in all other patients radiographs were available. 67 Modic changes were identified on T1/T2 MR. On SWMR changes were classified as sclerotic and non-sclerotic based on signal intensity measurements. The sensitivity and specificity of SWMR and T1/T2 MR for differentiating between sclerotic and non-sclerotic Modic changes were determined with CT and radiographs as reference standard.Results: On SWMR, signal measurements between sclerotic and non-sclerotic Modic changes differed significantly (p<0.01). On T1- and T2-weighted MR no significant difference (p>0.05) was measured. On SWMR, a reliable differentiation between sclerotic and non-sclerotic Modic changes could be achieved, with a sensitivity of 100% and specificity of 95%. In contrast, the combination of T1-/T2-weighted MR yielded a significantly lower sensitivity to detect sclerosis (20%).Conclusion: SWMR allows a reliable detection of sclerosis in Modic changes with a higher accuracy compared to standard spine MR sequences, using radiographs and CT as reference standard. [ABSTRACT FROM AUTHOR]- Published
- 2017
- Full Text
- View/download PDF
23. Molecular Imaging of Abdominal Aortic Aneurysms.
- Author
-
Brangsch, Julia, Reimann, Carolin, Collettini, Federico, Buchert, Ralf, Botnar, René M., and Makowski, Marcus R.
- Subjects
- *
ABDOMINAL aorta , *DIAGNOSTIC ultrasonic imaging , *MAGNETIC resonance imaging , *COMPUTED tomography , *POSITRON emission tomography , *IN vivo studies , *DISEASES - Abstract
Abdominal aortic aneurysms (AAAs) represent a vascular disease with severe complications. AAAs are currently the overall 10th leading cause of death in western countries and their incidence is rising. Although different diagnostic techniques are currently available in clinical practice, including ultrasound (US), magnetic resonance imaging (MRI), and computed tomography (CT), imaging-based prediction of life-threatening complications such as aneurysm-rupture remains challenging. Molecular imaging provides a novel diagnostic approach for in vivo visualization of biological processes and pathological alterations at a cellular and molecular level. Its overall aim is to improve our understanding of disease pathogenesis and to facilitate novel diagnostic pathways. This review outlines recent preclinical and clinical developments in molecular MRI, positron emission tomography (PET), and single-photon emission computed tomography (SPECT) for imaging of AAAs. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
24. Atherosclerotic plaque burden in cocaine users with acute chest pain: Analysis by coronary computed tomography angiography.
- Author
-
Ebersberger, Ullrich, Sudarski, Sonja, Schoepf, U. Joseph, Bamberg, Fabian, Tricarico, Francesco, Apfaltrer, Paul, Blanke, Philipp, Schindler, Andreas, Makowski, Marcus R., Headden, Gary F., Leber, Alexander W., Hoffmann, Ellen, and Vliegenthart, Rozemarijn
- Subjects
- *
ATHEROSCLEROTIC plaque , *COCAINE abuse , *CHEST pain , *COMPUTED tomography , *ANGIOGRAPHY , *MEDICAL emergencies , *STENOSIS - Abstract
Chest pain associated with cocaine use represents an increasing problem in the emergency department (ED). Cocaine use has been linked to the acute coronary syndrome (ACS) and acute myocardial infarction (AMI). We used coronary computed tomography angiography (cCTA) to evaluate the prevalence, severity and composition of atherosclerotic lesions in cocaine users. We studied 78 patients with non-occasional cocaine use (52 men, 44 ± 7 years, 23 under the acute influence) and acute chest pain but without ACS, who had undergone cCTA in the ED. Patients were matched one-to-one by gender, race, symptoms, and risk-factors with a control cohort (n = 78; 52 men, 45 ± 6 years) not using cocaine. Each coronary segment was evaluated for the presence and composition (calcified, non-calcified, partially calcified) of atherosclerotic plaque and for stenosis. The prevalence of coronary stenosis was not significantly different between patients with and without cocaine use (13% versus 5%, P > 0.05). However, cocaine users on average had significantly more atherosclerotic plaques (0.44 ± 0.88 versus 0.29 ± 0.83, P < 0.05) and a tendency towards more calcified (0.64 ± 1.23 versus 0.55 ± 1.22, P > 0.05) and non-calcified plaques (0.26 ± 0.63 versus 0.17 ± 0.57, P > 0.05), yet not reaching statistical significance. Furthermore, cocaine users had significantly more partially calcified plaques (0.41 ± 0.61 versus 0.17 ± 0.41, P < 0.05) and higher partially calcified plaque volume (59.7 ± 33.3 mm3 versus 25.6 ± 12.6 mm3, P < 0.05). Thus, cocaine users tend to have more pronounced coronary atherosclerosis compared to patients without cocaine use at the time of presentation with acute chest pain. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
25. Erratum to ‘The intra-observer reproducibility of cardiovascular magnetic resonance myocardial feature tracking strain assessment is independent of field strength’ [Eur. J. Radiol. 82 (2013) 296–301].
- Author
-
Schuster, Andreas, Morton, Geraint, Hussain, Shazia T., Jogiya, Roy, Kutty, Shelby, Asrress, Kaleab N., Makowski, Marcus R., Bigalke, Boris, Perera, Divaka, Beerbaum, Philipp, and Nagel, Eike
- 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.