المؤلفون: Jasmine Y. Chan, Murtadha D. Hssayeni, Teresa Wilcox, Behnaz Ghoraani

المصدر: Frontiers in Neuroscience, Vol 17 (2023)

مصطلحات موضوعية: functional near-infrared spectroscopy, tensor decomposition, canonical polyadic decomposition, Tucker decomposition, signal analysis, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnins.2023.1180293/full; https://doaj.org/toc/1662-453X

URL الوصول: https://doaj.org/article/5922964170cb410496a7190adba0223b

المؤلفون: Murtadha D. Hssayeni, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Behnaz Ghoraani

المصدر: Journal of Big Data, Vol 8, Iss 1, Pp 1-16 (2021)

مصطلحات موضوعية: COVID-19 Forecast, Deep learning, Mobility, County demographics, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2196-1115

URL الوصول: https://doaj.org/article/9732286aab0f4a76be77312a31a8f995

المؤلفون: Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani

المصدر: Scientific Reports, Vol 11, Iss 1, Pp 1-12 (2021)

مصطلحات موضوعية: Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/b7c642fb8afd488192b4410882dba281

المؤلفون: Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani

المصدر: BioMedical Engineering OnLine, Vol 20, Iss 1, Pp 1-20 (2021)

مصطلحات موضوعية: Ensemble, Deep models, Parkinson’s disease, Home monitoring, UPDRS, Wearable sensors, Medical technology, R855-855.5

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1475-925X

URL الوصول: https://doaj.org/article/94fa0ac8b76b47edb77fff056a9fce38

المؤلفون: Murtadha D. Hssayeni, Behnaz Ghoraani

المصدر: IEEE Access, Vol 9, Pp 21642-21652 (2021)

مصطلحات موضوعية: Affect estimation, convolutional neural networks, emotion recognition, multi-modal sensor data fusion, regression, stress detection, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/9343247/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/8f555946fa4d4a2c8e33eca63e4a8bb5

المؤلفون: Murtadha D. Hssayeni, Muayad S. Croock, Aymen D. Salman, Hassan Falah Al-khafaji, Zakaria A. Yahya, Behnaz Ghoraani

المصدر: Data, Vol 5, Iss 1, p 14 (2020)

مصطلحات موضوعية: intracranial hemorrhage segmentation, ich detection, fully convolutional network, u-net, ct scans dataset, Bibliography. Library science. Information resources

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2306-5729/5/1/14; https://doaj.org/toc/2306-5729

URL الوصول: https://doaj.org/article/cc7eea96d5b945ccb9db242e369376e5

المؤلفون: Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani

المصدر: Sensors, Vol 19, Iss 19, p 4215 (2019)

مصطلحات موضوعية: parkinsonian tremor, continuous monitoring, wearable sensors, gradient tree boosting, deep learning, lstm, Chemical technology, TP1-1185

وصف الملف: electronic resource

Relation: https://www.mdpi.com/1424-8220/19/19/4215; https://doaj.org/toc/1424-8220

URL الوصول: https://doaj.org/article/208138ef64764558ba96e4d380af19a3

المؤلفون: Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani

المصدر: Entropy, Vol 21, Iss 2, p 137 (2019)

مصطلحات موضوعية: Parkinson’s disease, wearable sensors, machine learning, hybrid feature extraction, random forest decision trees, self-organizing tree map, motor fluctuation, Science, Astrophysics, QB460-466, Physics, QC1-999

وصف الملف: electronic resource

Relation: https://www.mdpi.com/1099-4300/21/2/137; https://doaj.org/toc/1099-4300

URL الوصول: https://doaj.org/article/416d39dc97dc47c796e5ec0edcbc0b73

المؤلفون: Murtadha D. Hssayeni (10511830), Joohi Jimenez-Shahed (8762085), Michelle A. Burack (10511833), Behnaz Ghoraani (8806055)

مصطلحات موضوعية: Artificial Intelligence and Image Processing, Ensemble, Deep models, Parkinson’s disease, Home monitoring, UPDRS, Wearable sensors, Inertial sensors

Relation: https://figshare.com/articles/journal_contribution/Additional_file_1_of_Ensemble_deep_model_for_continuous_estimation_of_Unified_Parkinson_s_Disease_Rating_Scale_III/14355412

الاتاحة: https://doi.org/10.6084/m9.figshare.14355412.v1

المؤلفون: Murtadha D. Hssayeni, Arash Andalib, Rishabh Singh, Diego Pava, Kan Li, Steven Borzak, Robert Chait, Kaustubh Kale

المصدر: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA).

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::0d4fb5da38e81f35c9a5791aa767791a
https://doi.org/10.1109/icmla55696.2022.00052

المؤلفون: Jasmine Y. Chan, Murtadha D. Hssayeni, Teresa Wilcox, Behnaz Ghoraani

مصطلحات موضوعية: Neuroscience, Biological Engineering, Developmental Biology, Stem Cells, Artificial Intelligence and Image Processing, Endocrinology, Radiology and Organ Imaging, Autonomic Nervous System, Cellular Nervous System, Central Nervous System, Sensory Systems, Clinical Nursing: Tertiary (Rehabilitative), Decision Making, Rehabilitation Engineering, Biomedical Engineering not elsewhere classified, Signal Processing, Neurogenetics, Image Processing, functional near-infrared spectroscopy, tensor decomposition, canonical polyadic decomposition, Tucker decomposition, signal analysis

Relation: https://figshare.com/articles/dataset/Data_Sheet_1_Exploring_the_feasibility_of_tensor_decomposition_for_analysis_of_fNIRS_signals_a_comparative_study_with_grand_averaging_method_docx/23917440

الاتاحة: https://doi.org/10.3389/fnins.2023.1180293.s001
https://figshare.com/articles/dataset/Data_Sheet_1_Exploring_the_feasibility_of_tensor_decomposition_for_analysis_of_fNIRS_signals_a_comparative_study_with_grand_averaging_method_docx/23917440

المؤلفون: Joohi Jimenez-Shahed, Behnaz Ghoraani, Murtadha D. Hssayeni, Michelle A. Burack

المصدر: BioMedical Engineering OnLine, Vol 20, Iss 1, Pp 1-20 (2021)
BioMedical Engineering

مصطلحات موضوعية: Male, lcsh:Medical technology, Computer science, 0206 medical engineering, Biomedical Engineering, Unified Parkinson's disease rating scale, 02 engineering and technology, Interval (mathematics), Inertial sensors, Home monitoring, Convolutional neural network, Biomaterials, Activity recognition, Correlation, Deep models, 03 medical and health sciences, Wearable Electronic Devices, 0302 clinical medicine, Inertial measurement unit, Activities of Daily Living, Humans, Radiology, Nuclear Medicine and imaging, Wearable technology, Aged, UPDRS, Radiological and Ultrasound Technology, business.industry, Research, Pattern recognition, Parkinson Disease, General Medicine, Middle Aged, Mental Status and Dementia Tests, 020601 biomedical engineering, lcsh:R855-855.5, Parkinson’s disease, Wearable sensors, Female, Artificial intelligence, Neural Networks, Computer, business, Transfer of learning, Ensemble, 030217 neurology & neurosurgery

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::caea61cb06a6816c07cbc8c0d5dfa8a1
https://doaj.org/article/94fa0ac8b76b47edb77fff056a9fce38

المؤلفون: Murtadha D, Hssayeni, Joohi, Jimenez-Shahed, Behnaz, Ghoraani

المصدر: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

مصطلحات موضوعية: Deep Learning, Dyskinesias, Humans, Parkinson Disease, Neural Networks, Computer

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4b5ef2a228aa9d5b6e043228de94cc6d
https://doi.org/10.1109/embc48229.2022.9871384

المؤلفون: Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Burack, Michelle A., Ghoraani, Behnaz

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b1b38142ac90d8c71ed357bf51051c06

المؤلفون: Magdalena I. Tolea, Amie Rosenfeld, Behnaz Ghoraani, Lillian N. Boettcher, James E. Galvin, Murtadha D. Hssayeni

المصدر: Biomed Signal Process Control

مصطلحات موضوعية: Elementary cognitive task, business.industry, 0206 medical engineering, Montreal Cognitive Assessment, Health Informatics, 02 engineering and technology, Disease, Machine learning, computer.software_genre, 020601 biomedical engineering, Article, Cognitive test, Task (project management), 03 medical and health sciences, 0302 clinical medicine, Gait (human), Signal Processing, Medicine, Artificial intelligence, Cognitive decline, Set (psychology), business, computer, human activities, 030217 neurology & neurosurgery

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b19b62c540f6c157c10b162092391a02
https://pubmed.ncbi.nlm.nih.gov/33123214

المؤلفون: Teresa Wilcox, Murtadha D. Hssayeni, Behnaz Ghoraani

المصدر: EMBC

مصطلحات موضوعية: Spectroscopy, Near-Infrared, business.industry, Hemodynamics, Neurosciences, Infant, 020206 networking & telecommunications, Cognition, Grand average, Pattern recognition, 02 engineering and technology, Hand, 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, Functional near-infrared spectroscopy, Tensor decomposition, Humans, Artificial intelligence, Analysis of variance, business, 030217 neurology & neurosurgery, Cognitive response, Mathematics

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4601eaa5b606ffa98bb846a69a3fc34a
https://pubmed.ncbi.nlm.nih.gov/33018011

المؤلفون: Murtadha D. Hssayeni, Amie Rosenfeld, James E. Galvin, Lillian N. Boettcher, Behnaz Ghoraani, Magdalena I. Tolea

المصدر: Annu Int Conf IEEE Eng Med Biol Soc
EMBC

مصطلحات موضوعية: Boosting (machine learning), Disease, Machine learning, computer.software_genre, Article, Task (project management), Machine Learning, 03 medical and health sciences, 0302 clinical medicine, Gait (human), Alzheimer Disease, Medicine, Dementia, Humans, Cognitive Dysfunction, 030212 general & internal medicine, Cognitive decline, Gait, business.industry, medicine.disease, Support vector machine, Early Diagnosis, Gait analysis, Artificial intelligence, business, computer, human activities, 030217 neurology & neurosurgery

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6b0759069c58e8547e2c154f39041545
https://pubmed.ncbi.nlm.nih.gov/33018686

المؤلفون: Behnaz Ghoraani, Joohi Jimenez-Shahed, Michelle A. Burack, Murtadha D. Hssayeni

المصدر: EMBC

مصطلحات موضوعية: 0301 basic medicine, medicine.medical_specialty, Levodopa, Parkinson's disease, Activities of daily living, Living environment, Disease, Antiparkinson Agents, Wearable Electronic Devices, 03 medical and health sciences, 0302 clinical medicine, Physical medicine and rehabilitation, mental disorders, otorhinolaryngologic diseases, medicine, Humans, In patient, Dyskinesias, business.industry, Parkinson Disease, medicine.disease, Abnormal involuntary movement, nervous system diseases, 030104 developmental biology, Dyskinesia, medicine.symptom, business, 030217 neurology & neurosurgery, medicine.drug

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::208bebba9bc58d98d80ac54f4ef00059
https://doi.org/10.1109/embc44109.2020.9176847

المؤلفون: Muayad Sadik Croock, Aymen Dawood Salman, Hassan Falah Al-khafaji, Zakaria A. Yahya, Murtadha D. Hssayeni, Behnaz Ghoraani

المصدر: Data, Vol 5, Iss 1, p 14 (2020)

مصطلحات موضوعية: medicine.medical_specialty, Information Systems and Management, Traumatic brain injury, Intracranial Hemorrhages, 02 engineering and technology, 030218 nuclear medicine & medical imaging, 03 medical and health sciences, 0302 clinical medicine, Sørensen–Dice coefficient, 0202 electrical engineering, electronic engineering, information engineering, medicine, Segmentation, cardiovascular diseases, ct scans dataset, fully convolutional network, business.industry, ich detection, u-net, medicine.disease, lcsh:Z, Computer Science Applications, nervous system diseases, lcsh:Bibliography. Library science. Information resources, intracranial hemorrhage segmentation, 020201 artificial intelligence & image processing, Radiology, Tomography, business, Information Systems

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::10abbafe5a09585c1f6ad01ccb5c6d2b
https://www.mdpi.com/2306-5729/5/1/14

المؤلفون: Behnaz Ghoraani, Michelle A. Burack, Murtadha D. Hssayeni, Joohi Jimenez-Shahed

المصدر: GlobalSIP

مصطلحات موضوعية: medicine.medical_specialty, Boosting (machine learning), business.industry, 0206 medical engineering, 02 engineering and technology, 020601 biomedical engineering, nervous system diseases, Correlation, Part iii, 03 medical and health sciences, 0302 clinical medicine, Physical medicine and rehabilitation, Rating scale, medicine, business, 030217 neurology & neurosurgery

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::6e156589b74f2b4c80aff2698622d3e2
https://doi.org/10.1109/globalsip45357.2019.8969093