11 results on '"Serruya M"'
Search Results
2. Connecting brains with machines: the neural control of 2D cursor movement.
- Author
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Black, M.J., Bienenstock, E., Donoghue, J.P., Serruya, M., Wei Wu, and Yun Gao
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- 2003
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3. Case Study: Reliability of Multi-Electrode Array in the Knob Area of Human Motor Cortex Intended for a Neuromotor Prosthesis Application
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Saleh, M., primary, Caplan, A.H., additional, Serruya, M., additional, and Donoghue, J.P., additional
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4. Case study: reliability of multi-electrode array in the knob area of human motor cortex intended for a neuromotor prosthesis application.
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Saleh, M., Caplan, A.H., Serruya, M., and Donoghue, J.P.
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- 2005
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5. Initial feasibility evaluation of the RISES system: An innovative and activity-based closed-loop framework for spinal cord injury rehabilitation and recovery.
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Madarshahian S, Guerrero T, Aung PT, Gustafson K, Harrop JS, Johnson DR, Khantan M, Lee Y, Matias C, McCurdy M, Grampurohit N, Mulcahey M, Napoli A, Vaccaro A, and Serruya M
- Abstract
Background: Electrical stimulation of the spinal cord may improve rewiring of the affected pathways. Immediate modulation of stimulation parameters, and its effects of it on kinematics and electromyographic variables is unclear., Methods: This study piloted the safety and feasibility of the Reynolds Innovative Spinal Electrical Stimulation (RISES) technology with a focus on its novel closed-loop setting. This personalized, task-specific non-invasive stimulation system enables real-time stimulation parameter modulation and supports multi-data acquisition and storage. Four SCI participants underwent a clinical trial coupled with activity-based training. Primary safety outcome measures included adverse events (AEs) and skin integrity; secondary measures were vital signs, pain, and fatigue assessed at the pre, mid, and post-stimulation sessions. The trial included open-loop and closed-loop blocks of transcutaneous spinal cord stimulation (tSCS)., Results: Results showed no serious adverse events, with skin integrity unaffected. Vital signs and pain showed no significant differences across session timepoints. Fatigue levels differed significantly with post-session > mid-session > pre-session. Comparisons between open-loop and closed-loop blocks showed no significant differences in setup time, vital signs, pain, or fatigue. Average stimulation duration per task was significantly longer for open-loop (467.6 sec) than Closed-loop (410.8 sec)., Conclusions: RISES, demonstrated safety and feasibility. Further work will focus on clinical efficacy., Competing Interests: The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article., (© The Author(s) 2024.)
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- 2024
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6. Temporal lobe interictal spikes disrupt encoding and retrieval of verbal memory: A subregion analysis.
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Camarillo-Rodriguez L, Leenen I, Waldman Z, Serruya M, Wanda PA, Herweg NA, Kahana MJ, Rubinstein D, Orosz I, Lega B, Podkorytova I, Gross RE, Worrell G, Davis KA, Jobst BC, Sheth SA, Weiss SA, and Sperling MR
- Subjects
- Hippocampus surgery, Humans, Mental Recall, Temporal Lobe surgery, Drug Resistant Epilepsy surgery, Epilepsies, Partial surgery, Memory, Episodic
- Abstract
Objective: The medial temporal lobe (MTL) encodes and recalls memories and can be a predominant site for interictal spikes (IS) in patients with focal epilepsy. It is unclear whether memory deficits are due to IS in the MTL producing a transient decline. Here, we investigated whether IS in the MTL subregions and lateral temporal cortex impact episodic memory encoding and recall., Methods: Seventy-eight participants undergoing presurgical evaluation for medically refractory focal epilepsy with depth electrodes placed in the temporal lobe participated in a verbal free recall task. IS were manually annotated during the pre-encoding, encoding, and recall epochs. We examined the effect of IS on word recall using mixed-effects logistic regression., Results: IS in the left hippocampus (odds ratio [OR] = .73, 95% confidence interval [CI] = .63-.84, p < .001) and left middle temporal gyrus (OR = .46, 95% CI = .27-.78, p < .05) during word encoding decreased subsequent recall performance. Within the left hippocampus, this effect was specific for area CA1 (OR = .76, 95% CI = .66-.88, p < .01) and dentate gyrus (OR = .74, 95% CI = .62-.89, p < .05). IS in other MTL subregions or inferior and superior temporal gyrus and IS occurring during the prestimulus window did not affect word encoding (p > .05). IS during retrieval in right hippocampal (OR = .22, 95% CI = .08-.63, p = .01) and parahippocampal regions (OR = .24, 95% CI = .07-.8, p < .05) reduced the probability of recalling a word., Significance: IS in medial and lateral temporal cortex contribute to transient memory decline during verbal episodic memory., (© 2022 International League Against Epilepsy.)
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- 2022
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7. Tolerability of memantine monotherapy versus adding memantine as combination therapy.
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Isaac E, Ney D, Serruya M, Keith S, Lippa C, and Sperling MR
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- Aged, Donepezil, Drug Therapy, Combination, Humans, Retrospective Studies, Cholinesterase Inhibitors therapeutic use, Memantine adverse effects
- Abstract
Introduction: Prior studies have focused on the clinical efficacy of combination therapy, donepezil and memantine, for patient's diagnosed with Alzheimer's disease. As a result, it has become increasingly routine for providers to prescribe both medications for all-cause neurodegenerative disorders in variable stages of disease. However, the potential adverse drug reactions while described as mild can have serious sequelae in older adults who are already managing the side effects of polypharmacy. This study looks to explore the tolerability of switching cholinesterase inhibitors to memantine monotherapy versus adding memantine as combination therapy for all-cause neurodegenerative disorders., Materials & Methods: The study is an IRB approved retrospective chart review that includes 175 patients diagnosed with neurocognitive disorders (ICD 10 F00-F03.91 and ICD10 G30-G31.84). Only side effects reported to and recorded by a neurocognitive subspecialist at Jefferson's Memory Disorder Center from 2016 to 2019 were included., Results & Discussion: The odds of a patient reporting side effects on combination therapy in comparison with those patients on memantine monotherapy reporting side effects were significantly greater (OR = 4.33, CI 95% (1.62, 11.52), p = 0.003). In our patient sample, more than 80% of the patients reporting side effects qualified as polypharmacy or excessive polypharmacy (Table 2). As a result, variable polypharmacy (p = 0.047) was statistically significant in the in a binary logistic regression model for predicting outcomes for patients on combination therapy (Table 3). Therefore, as a patient progresses to moderate-severe stages of disease, we recommend switching CI monotherapy to memantine monotherapy as opposed to adding memantine as combination therapy for those patients on more than 10 other medications to increase tolerability. Given the limitations of a smaller sample size, variables such as severity of disease, renal and liver impairment as well as medication dosing were not significant predictors (Table 3) for those reporting side effects on combination therapy., (Published by Elsevier Inc.)
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- 2022
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8. 18F-FDG Is a Superior Indicator of Cognitive Performance Compared to 18F-Florbetapir in Alzheimer's Disease and Mild Cognitive Impairment Evaluation: A Global Quantitative Analysis.
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Khosravi M, Peter J, Wintering NA, Serruya M, Shamchi SP, Werner TJ, Alavi A, and Newberg AB
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- Aged, Aged, 80 and over, Alzheimer Disease psychology, Cognitive Dysfunction psychology, Female, Fluorine Radioisotopes metabolism, Humans, Male, Mental Status and Dementia Tests, Middle Aged, Positron-Emission Tomography methods, Radiopharmaceuticals metabolism, Alzheimer Disease diagnostic imaging, Alzheimer Disease metabolism, Aniline Compounds metabolism, Cognitive Dysfunction diagnostic imaging, Cognitive Dysfunction metabolism, Ethylene Glycols metabolism, Fluorodeoxyglucose F18 metabolism
- Abstract
Background: 18F-Fluorodeoxyglucose (18F-FDG) positron emission tomography (PET) and 18F-florbetapir PET are approved neuroimaging biomarkers for the Alzheimer's disease (AD) and mild cognitive impairment (MCI)., Objectives: This study aims to compare the efficacy of 18F-FDG and 18F-florbetapir PET at evaluating the cognitive performance of patients with AD, MCI, and normal controls (NC)., Methods: 63 subjects (36 male/27 female, mean age = 68.3) including 19 AD, 23 MCI, and 21 NC underwent 18F-FDG and 18F-florbetapir PET imaging. A global quantification approach was applied on supra-tentorial, frontal, parieto-occipital, temporal, and cerebellar brain regions by calculating the global SUVmean ratios (GSUVr) as the weighted average of all regional SUVmean. 18F-FDG and 18F-florbetapir GSUVr of each region were subsequently correlated with the Mini-Mental State Examination (MMSE)., Results: Subjects were studied in five categories as NC, MCI patients, AD patients, MCI and AD patients grouped together (MCI/AD), and a group including all the subjects (NC/MCI/AD). Both 18F-FDG and 18F-florbetapir could successfully detect subjects with dementia (p < 0.001). Studied in all regions and groups, the correlation analysis of 18F-FDG GSUVr with MMSE scores was significant in more regions and groups compared to that of 18F-florbetapir. We also demonstrated that the correlation of 18F-FDG GSUVr with MMSE is stronger than that of 18F-florbetapir in the supra-tentorial and temporal regions., Conclusions: This study reveals how 18F-FDG-PET global quantification is a superior indicator of cognitive performance in AD and MCI patients compared to 18F-florbetapir PET. Accordingly, we still recommend 18F-FDG-PET over amyloid imaging in the evaluation for AD and MCI.
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- 2019
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9. Clinical comparison of 99mTc exametazime and 123I Ioflupane SPECT in patients with chronic mild traumatic brain injury.
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Newberg AB, Serruya M, Gepty A, Intenzo C, Lewis T, Amen D, Russell DS, and Wintering N
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- Adolescent, Adult, Aged, Brain Injuries metabolism, Brain Injuries physiopathology, Dopamine Plasma Membrane Transport Proteins metabolism, Female, Frontal Lobe blood supply, Frontal Lobe injuries, Frontal Lobe metabolism, Humans, Male, Middle Aged, Protein Binding, Temporal Lobe blood supply, Temporal Lobe injuries, Temporal Lobe metabolism, Tomography, Emission-Computed, Single-Photon methods, Brain Injuries diagnosis, Frontal Lobe physiopathology, Nortropanes, Radiopharmaceuticals, Technetium Tc 99m Exametazime, Temporal Lobe physiopathology
- Abstract
Background: This study evaluated the clinical interpretations of single photon emission computed tomography (SPECT) using a cerebral blood flow and a dopamine transporter tracer in patients with chronic mild traumatic brain injury (TBI). The goal was to determine how these two different scan might be used and compared to each other in this patient population., Methods and Findings: Twenty-five patients with persistent symptoms after a mild TBI underwent SPECT with both (99m)Tc exametazime to measure cerebral blood flow (CBF) and (123)I ioflupane to measure dopamine transporter (DAT) binding. The scans were interpreted by two expert readers blinded to any case information and were assessed for abnormal findings in comparison to 10 controls for each type of scan. Qualitative CBF scores for each cortical and subcortical region along with DAT binding scores for the striatum were compared to each other across subjects and to controls. In addition, symptoms were compared to brain scan findings. TBI patients had an average of 6 brain regions with abnormal perfusion compared to controls who had an average of 2 abnormal regions (p<0.001). Patient with headaches had lower CBF in the right frontal lobe, and higher CBF in the left parietal lobe compared to patients without headaches. Lower CBF in the right temporal lobe correlated with poorer reported physical health. Higher DAT binding was associated with more depressive symptoms and overall poorer reported mental health. There was no clear association between CBF and DAT binding in these patients., Conclusions: Overall, both scans detected abnormalities in brain function, but appear to reflect different types of physiological processes associated with chronic mild TBI symptoms. Both types of scans might have distinct uses in the evaluation of chronic TBI patients depending on the clinical scenario.
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- 2014
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10. Meditation and neurodegenerative diseases.
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Newberg AB, Serruya M, Wintering N, Moss AS, Reibel D, and Monti DA
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- Aging, Alzheimer Disease prevention & control, Alzheimer Disease therapy, Attention, Brain pathology, Cognition, Humans, Magnetic Resonance Imaging, Memory, Memory Disorders prevention & control, Memory Disorders therapy, Pick Disease of the Brain prevention & control, Pick Disease of the Brain therapy, Positron-Emission Tomography, Tomography, Emission-Computed, Single-Photon, Meditation methods, Neurodegenerative Diseases prevention & control, Neurodegenerative Diseases therapy
- Abstract
Neurodegenerative diseases pose a significant problem for the healthcare system, doctors, and patients. With an aging population, more and more individuals are developing neurodegenerative diseases and there are few treatment options at the present time. Meditation techniques present an interesting potential adjuvant treatment for patients with neurodegenerative diseases and have the advantage of being inexpensive, and easy to teach and perform. There is increasing research evidence to support the application of meditation techniques to help improve cognition and memory in patients with neurodegenerative diseases. This review discusses the current data on meditation, memory, and attention, and the potential applications of meditation techniques in patients with neurodegenerative diseases., (© 2013 New York Academy of Sciences.)
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- 2014
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11. Robustness of neuroprosthetic decoding algorithms.
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Serruya M, Hatsopoulos N, Fellows M, Paninski L, and Donoghue J
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- Action Potentials physiology, Animals, Biomechanical Phenomena, Efferent Pathways physiology, Female, Linear Models, Macaca, Male, Models, Neurological, Predictive Value of Tests, Reproducibility of Results, Signal Processing, Computer-Assisted, User-Computer Interface, Algorithms, Hand innervation, Hand physiology, Motor Cortex physiology, Motor Neurons physiology, Movement physiology
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We assessed the ability of two algorithms to predict hand kinematics from neural activity as a function of the amount of data used to determine the algorithm parameters. Using chronically implanted intracortical arrays, single- and multineuron discharge was recorded during trained step tracking and slow continuous tracking tasks in macaque monkeys. The effect of increasing the amount of data used to build a neural decoding model on the ability of that model to predict hand kinematics accurately was examined. We evaluated how well a maximum-likelihood model classified discrete reaching directions and how well a linear filter model reconstructed continuous hand positions over time within and across days. For each of these two models we asked two questions: (1) How does classification performance change as the amount of data the model is built upon increases? (2) How does varying the time interval between the data used to build the model and the data used to test the model affect reconstruction? Less than 1 min of data for the discrete task (8 to 13 neurons) and less than 3 min (8 to 18 neurons) for the continuous task were required to build optimal models. Optimal performance was defined by a cost function we derived that reflects both the ability of the model to predict kinematics accurately and the cost of taking more time to build such models. For both the maximum-likelihood classifier and the linear filter model, increasing the duration between the time of building and testing the model within a day did not cause any significant trend of degradation or improvement in performance. Linear filters built on one day and tested on neural data on a subsequent day generated error-measure distributions that were not significantly different from those generated when the linear filters were tested on neural data from the initial day (p<0.05, Kolmogorov-Smirnov test). These data show that only a small amount of data from a limited number of cortical neurons appears to be necessary to construct robust models to predict kinematic parameters for the subsequent hours. Motor-control signals derived from neurons in motor cortex can be reliably acquired for use in neural prosthetic devices. Adequate decoding models can be built rapidly from small numbers of cells and maintained with daily calibration sessions.
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- 2003
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