المؤلفون: Andre Esteva, Jean Feng, Douwe van der Wal, Shih-Cheng Huang, Jeffry P. Simko, Sandy DeVries, Emmalyn Chen, Edward M. Schaeffer, Todd M. Morgan, Yilun Sun, Amirata Ghorbani, Nikhil Naik, Dhruv Nathawani, Richard Socher, Jeff M. Michalski, Mack Roach, Thomas M. Pisansky, Jedidiah M. Monson, Farah Naz, James Wallace, Michelle J. Ferguson, Jean-Paul Bahary, James Zou, Matthew Lungren, Serena Yeung, Ashley E. Ross, NRG Prostate Cancer AI Consortium, Howard M. Sandler, Phuoc T. Tran, Daniel E. Spratt, Stephanie Pugh, Felix Y. Feng, Osama Mohamad

المصدر: npj Digital Medicine, Vol 5, Iss 1, Pp 1-8 (2022)

مصطلحات موضوعية: Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2398-6352

URL الوصول: https://doaj.org/article/54fe1e7fc7644b949b66c889805f2d44

المؤلفون: Siyi Tang, Amirata Ghorbani, Rikiya Yamashita, Sameer Rehman, Jared A. Dunnmon, James Zou, Daniel L. Rubin

المصدر: Scientific Reports, Vol 11, Iss 1, Pp 1-9 (2021)

مصطلحات موضوعية: Medicine, Science

وصف الملف: electronic resource

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

URL الوصول: https://doaj.org/article/115fcccb74764f0687b45ec863822f0b

المؤلفون: Andre Esteva, Jean Feng, Douwe van der Wal, Shih-Cheng Huang, Jeffry P. Simko, Sandy DeVries, Emmalyn Chen, Edward M. Schaeffer, Todd M. Morgan, Yilun Sun, Amirata Ghorbani, Nikhil Naik, Dhruv Nathawani, Richard Socher, Jeff M. Michalski, Mack Roach, Thomas M. Pisansky, Jedidiah M. Monson, Farah Naz, James Wallace, Michelle J. Ferguson, Jean-Paul Bahary, James Zou, Matthew Lungren, Serena Yeung, Ashley E. Ross, NRG Prostate Cancer AI Consortium, Howard M. Sandler, Phuoc T. Tran, Daniel E. Spratt, Stephanie Pugh, Felix Y. Feng, Osama Mohamad

المصدر: npj Digital Medicine, Vol 6, Iss 1, Pp 1-2 (2023)

مصطلحات موضوعية: Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2398-6352

URL الوصول: https://doaj.org/article/7d8e50289fd743a593f6ff3df5d018ef

المؤلفون: Amirata Ghorbani, David Ouyang, Abubakar Abid, Bryan He, Jonathan H. Chen, Robert A. Harrington, David H. Liang, Euan A. Ashley, James Y. Zou

المصدر: npj Digital Medicine, Vol 3, Iss 1, Pp 1-10 (2020)

مصطلحات موضوعية: Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2398-6352

URL الوصول: https://doaj.org/article/914a9b08ef9d49d596f7dc8d8a6c2fa6

المؤلفون: Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh, Michael Rieder, Safieddin Safavi-Naeini, Zsolt Jobbagy, Amirata Ghorbani, Atefeh Abedini, Arda Kiani, Vida Khanlarzadeh, Reza Lashgari, Ehsan Kamrani

المصدر: PLoS ONE, Vol 16, Iss 7, p e0252384 (2021)

مصطلحات موضوعية: Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1932-6203

URL الوصول: https://doaj.org/article/e888857cfdf94eaca6d63c9c52b33954

المؤلفون: Amirata Ghorbani, Dina Berenbaum, Maor Ivgi, Yuval Dafna, James Y. Zou

المصدر: Information, Vol 13, Iss 1, p 15 (2021)

مصطلحات موضوعية: interpretability, tabular ML, explainability, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2078-2489/13/1/15; https://doaj.org/toc/2078-2489

URL الوصول: https://doaj.org/article/291c858522f94d45a8fb4147f15e2e37

المؤلفون: Abubakar Abid, James Zou, Amirata Ghorbani

المصدر: AAAI

مصطلحات موضوعية: FOS: Computer and information sciences, 0301 basic medicine, Hessian matrix, Computer Science - Machine Learning, Computer science, Machine Learning (stat.ML), 02 engineering and technology, Machine learning, computer.software_genre, Machine Learning (cs.LG), 03 medical and health sciences, symbols.namesake, Statistics - Machine Learning, Robustness (computer science), 0202 electrical engineering, electronic engineering, information engineering, Feature (machine learning), Artificial neural network, business.industry, Interpretation (philosophy), General Medicine, Variety (cybernetics), 030104 developmental biology, symbols, 020201 artificial intelligence & image processing, Artificial intelligence, business, computer

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f38718ed1ba102724e248ec8cb35d6cf
https://doi.org/10.1609/aaai.v33i01.33013681

المؤلفون: Amirata Ghorbani, Reza Lashgari, Zsolt Jobbagy, Safieddin Safavi-Naeini, Arda Kiani, Ehsan Kamrani, Mahdi Mahdavi, Atefeh Abedini, Vida Khanlarzadeh, Hadi Choubdar, Michael J. Rieder, Erfan Zabeh

المصدر: PLoS ONE, Vol 16, Iss 7, p e0252384 (2021)
PLoS ONE
Paediatrics Publications

مصطلحات موضوعية: 0301 basic medicine, Male, Viral Diseases, Support Vector Machine, Computer science, Epidemiology, Health Care Providers, Comorbidity, computer.software_genre, Biochemistry, Severity of Illness Index, Machine Learning, 0302 clinical medicine, Medical Conditions, Feature (machine learning), Medicine and Health Sciences, Electronic Health Records, Medical Personnel, Radiation treatment planning, Wearable technology, Virus Testing, Aged, 80 and over, Multidisciplinary, Mortality rate, Middle Aged, Professions, Infectious Diseases, Medicine, Female, Symptom Assessment, Research Article, Adult, Risk, Computer and Information Sciences, Death Rates, Science, MEDLINE, Machine learning, 03 medical and health sciences, Young Adult, Population Metrics, Artificial Intelligence, Diagnostic Medicine, Support Vector Machines, Physicians, Humans, Pandemics, Aged, Population Biology, business.industry, SARS-CoV-2, Biology and Life Sciences, COVID-19, Covid 19, Models, Theoretical, Triage, Support vector machine, Health Care, 030104 developmental biology, People and Places, Resource allocation, Population Groupings, Artificial intelligence, business, computer, 030217 neurology & neurosurgery, Biomarkers, Forecasting

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f763186dec58f38a94383cc8ffdf66bb
https://doaj.org/article/e888857cfdf94eaca6d63c9c52b33954

المؤلفون: Mahdi Mahdavi, Hadi Choubdar, Erfan Zabeh, Michael Rieder, Safieddin Safavi-Naeini, Vida Khanlarzadeh, Zsolt Jobbagy, Amirata Ghorbani, Atefeh Abedini, Arda Kiani, Reza Lashgari, Ehsan Kamrani

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::a6ed57e21eb0bc18855bd912825c5a89
https://doi.org/10.21203/rs.3.rs-86363/v1

المؤلفون: Sameer Rehman, James Zou, Amirata Ghorbani, Daniel L. Rubin, Siyi Tang, Rikiya Yamashita, Jared Dunnmon

المصدر: Scientific Reports
Scientific Reports, Vol 11, Iss 1, Pp 1-9 (2021)

مصطلحات موضوعية: 0301 basic medicine, FOS: Computer and information sciences, Diagnostic Imaging, Computer Science - Machine Learning, Computer science, Science, media_common.quotation_subject, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Datasets as Topic, computer.software_genre, Article, 030218 nuclear medicine & medical imaging, Machine Learning (cs.LG), Imaging, Machine Learning, 03 medical and health sciences, 0302 clinical medicine, Medical imaging, FOS: Electrical engineering, electronic engineering, information engineering, Image Processing, Computer-Assisted, Humans, Quality (business), Reliability (statistics), Valuation (algebra), media_common, Multidisciplinary, Observational error, Image and Video Processing (eess.IV), Pneumonia, Electrical Engineering and Systems Science - Image and Video Processing, Shapley value, 030104 developmental biology, Data quality, Medicine, Radiography, Thoracic, Data mining, Metric (unit), Neural Networks, Computer, computer, Algorithms

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7a7d0acac98ab5657be215d1a603fca2
https://pubmed.ncbi.nlm.nih.gov/33863957

المؤلفون: Mahdi Mahdavi (8592513), Hadi Choubdar (11068461), Erfan Zabeh (11068464), Michael Rieder (3847018), Safieddin Safavi-Naeini (4908922), Zsolt Jobbagy (11068467), Amirata Ghorbani (11068470), Atefeh Abedini (10765720), Arda Kiani (10765732), Vida Khanlarzadeh (11068473), Reza Lashgari (7255370), Ehsan Kamrani (11068476)

مصطلحات موضوعية: Ecology, Cancer, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, Support Vector Machine, patient mortality risks, mortality predictions, prognosis prediction machine, SVM, SPO, COVID -19 mortality risk, feature inspection results, SVM-RFE, model

Relation: https://figshare.com/articles/figure/Contribution_of_demographic_clinical_and_laboratory_features_to_mortality_prediction_/14902842

الاتاحة: https://doi.org/10.1371/journal.pone.0252384.g002

المؤلفون: Mahdi Mahdavi (8592513), Hadi Choubdar (11068461), Erfan Zabeh (11068464), Michael Rieder (3847018), Safieddin Safavi-Naeini (4908922), Zsolt Jobbagy (11068467), Amirata Ghorbani (11068470), Atefeh Abedini (10765720), Arda Kiani (10765732), Vida Khanlarzadeh (11068473), Reza Lashgari (7255370), Ehsan Kamrani (11068476)

مصطلحات موضوعية: Ecology, Cancer, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, Support Vector Machine, patient mortality risks, mortality predictions, prognosis prediction machine, SVM, SPO, COVID -19 mortality risk, feature inspection results, SVM-RFE, model

Relation: https://figshare.com/articles/figure/Illustration_of_the_modeling_framework_/14902839

الاتاحة: https://doi.org/10.1371/journal.pone.0252384.g001

المؤلفون: Mahdi Mahdavi (8592513), Hadi Choubdar (11068461), Erfan Zabeh (11068464), Michael Rieder (3847018), Safieddin Safavi-Naeini (4908922), Zsolt Jobbagy (11068467), Amirata Ghorbani (11068470), Atefeh Abedini (10765720), Arda Kiani (10765732), Vida Khanlarzadeh (11068473), Reza Lashgari (7255370), Ehsan Kamrani (11068476)

مصطلحات موضوعية: Ecology, Cancer, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, Support Vector Machine, patient mortality risks, mortality predictions, prognosis prediction machine, SVM, SPO, COVID -19 mortality risk, feature inspection results, SVM-RFE, model

Relation: https://figshare.com/articles/figure/Temporal_range_model_predictions_/14902848

الاتاحة: https://doi.org/10.1371/journal.pone.0252384.g004

المؤلفون: Mahdi Mahdavi (8592513), Hadi Choubdar (11068461), Erfan Zabeh (11068464), Michael Rieder (3847018), Safieddin Safavi-Naeini (4908922), Zsolt Jobbagy (11068467), Amirata Ghorbani (11068470), Atefeh Abedini (10765720), Arda Kiani (10765732), Vida Khanlarzadeh (11068473), Reza Lashgari (7255370), Ehsan Kamrani (11068476)

مصطلحات موضوعية: Ecology, Cancer, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, Support Vector Machine, patient mortality risks, mortality predictions, prognosis prediction machine, SVM, SPO, COVID -19 mortality risk, feature inspection results, SVM-RFE, model

Relation: https://figshare.com/articles/figure/Comparison_of_mortality_prediction_of_invasive_and_non-invasive_models_/14902845

الاتاحة: https://doi.org/10.1371/journal.pone.0252384.g003

المؤلفون: Mahdi Mahdavi (8592513), Hadi Choubdar (11068461), Erfan Zabeh (11068464), Michael Rieder (3847018), Safieddin Safavi-Naeini (4908922), Zsolt Jobbagy (11068467), Amirata Ghorbani (11068470), Atefeh Abedini (10765720), Arda Kiani (10765732), Vida Khanlarzadeh (11068473), Reza Lashgari (7255370), Ehsan Kamrani (11068476)

مصطلحات موضوعية: Ecology, Cancer, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, Support Vector Machine, patient mortality risks, mortality predictions, prognosis prediction machine, SVM, SPO, COVID -19 mortality risk, feature inspection results, SVM-RFE, model

Relation: https://figshare.com/articles/dataset/Demographic_clinical_features_and_mortality_outcome_of_patients_collected_from_medical_records_/14902854

الاتاحة: https://doi.org/10.1371/journal.pone.0252384.t002

المؤلفون: Farokh Marvasti, Amirata Ghorbani, Masoumeh Azghani

المصدر: IEEE Transactions on Circuits and Systems II: Express Briefs. 64:852-856

مصطلحات موضوعية: 0209 industrial biotechnology, Iterative method, 020206 networking & telecommunications, 02 engineering and technology, Thresholding, Compensation (engineering), 020901 industrial engineering & automation, Control theory, Nonlinear distortion, Distortion, 0202 electrical engineering, electronic engineering, information engineering, Discrete cosine transform, Leverage (statistics), Minification, Electrical and Electronic Engineering, Mathematics

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::78fd78c20a46fb12e25da70f4c0ea28a
https://doi.org/10.1109/tcsii.2016.2608866

المؤلفون: Paul A. Heidenreich, Euan A. Ashley, Curt P. Langlotz, Amirata Ghorbani, James Zou, David Ouyang, David Liang, Robert A. Harrington, Bryan He

مصطلحات موضوعية: Cardiac function curve, medicine.medical_specialty, Ejection fraction, business.industry, Cardiomyopathy, Atrial fibrillation, 030204 cardiovascular system & hematology, medicine.disease, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, medicine.anatomical_structure, Ventricle, Internal medicine, Heart failure, medicine, Cardiology, Heart rate variability, Segmentation, 030212 general & internal medicine, business

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e3416efd3cdce89134f71685454a1b6b

المؤلفون: Curtis P. Langlotz, Joseph E. Ebinger, Euan A. Ashley, Paul A. Heidenreich, Amirata Ghorbani, Bryan He, Robert A. Harrington, David Ouyang, David Liang, Neal Yuan, James Zou

المصدر: Nature

مصطلحات موضوعية: 0301 basic medicine, Cardiac function curve, medicine.medical_specialty, animal structures, Heart Diseases, Cardiomyopathy, Video Recording, Beat (acoustics), Datasets as Topic, 030204 cardiovascular system & hematology, Article, Ventricular Function, Left, 03 medical and health sciences, 0302 clinical medicine, Deep Learning, Internal medicine, Atrial Fibrillation, Medicine, Humans, Prospective Studies, Heart Failure, Multidisciplinary, Ejection fraction, business.industry, Models, Cardiovascular, Reproducibility of Results, Atrial fibrillation, Heart, medicine.disease, Hospitals, Cardiovascular physiology, 030104 developmental biology, medicine.anatomical_structure, Ventricle, Echocardiography, Heart failure, Cardiology, business

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e3fbafa0b747b57e09a30a0f86891ba3
https://pubmed.ncbi.nlm.nih.gov/32265543

المؤلفون: Robert A. Harrington, Abubakar Abid, David Liang, David Ouyang, Euan A. Ashley, Jonathan H. Chen, James Zou, Bryan He, Amirata Ghorbani

المصدر: NPJ Digital Medicine
npj Digital Medicine, Vol 3, Iss 1, Pp 1-10 (2020)

مصطلحات موضوعية: 0301 basic medicine, Cardiac function curve, medicine.medical_specialty, Computer applications to medicine. Medical informatics, R858-859.7, Left atrium, Diastole, Medicine (miscellaneous), Health Informatics, 030204 cardiovascular system & hematology, lcsh:Computer applications to medicine. Medical informatics, Convolutional neural network, Article, Interpretation (model theory), 03 medical and health sciences, 0302 clinical medicine, Image processing, Health Information Management, Internal medicine, Machine learning, medicine, 030212 general & internal medicine, Discrete mathematics, Physics, Ejection fraction, business.industry, Deep learning, Pacemaker leads, Computer Science Applications, 3. Good health, Cardiovascular diseases, 030104 developmental biology, medicine.anatomical_structure, Cardiology, lcsh:R858-859.7, Artificial intelligence, business

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::464fdc96e60eee1b62c718a6b13af235
https://doi.org/10.1101/681676

المؤلفون: James Zou, Amirata Ghorbani

المصدر: Allerton

مصطلحات موضوعية: Artificial neural network, Computer science, business.industry, Deep learning, Decision tree, 02 engineering and technology, Machine learning, computer.software_genre, Missing data, Data modeling, 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, Embedding, 020201 artificial intelligence & image processing, Artificial intelligence, Imputation (statistics), business, computer, 030217 neurology & neurosurgery, Test data

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::87ce212b3e260f0161047596997d989e
https://doi.org/10.1109/allerton.2018.8636008