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Author Details

Mohammad M Ghassemi
Michigan State University
2014
28
12
PMIDPaper TitleJournal TitlePublished Year
37394559Radiomics characterization of tissues in an animal brain tumor model imaged using dynamic contrast enhanced (DCE) MRI.Sci Rep2023
37350898Automation of Protocoling Advanced MSK Examinations Using Natural Language Processing Techniques.AMIA Jt Summits Transl Sci Proc2023
37316579Dynamic contrast enhanced (DCE) MRI estimation of vascular parameters using knowledge-based adaptive models.Sci Rep2023
34962860Predicting Neurological Outcome From Electroencephalogram Dynamics in Comatose Patients After Cardiac Arrest With Deep Learning.IEEE Trans Biomed Eng2022
35877608Real-time extended psychophysiological analysis of financial risk processing.PLoS One2022
33156121Two-Step Imputation and AdaBoost-Based Classification for Early Prediction of Sepsis on Imbalanced Clinical Data.Crit Care Med2021
34699925Predicting neurological outcome in comatose patients after cardiac arrest with multiscale deep neural networks.Resuscitation2021
34713090Patient-Specific Sedation Management via Deep Reinforcement Learning.Front Digit Health2021
32661097Cost-effectiveness analysis of multimodal prognostication in cardiac arrest with EEG monitoring.Neurology2020
31241498Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy.Crit Care Med2019
29750814One-year mortality after recovery from critical illness: A retrospective cohort study.PLoS One2018
34796237You Snooze, You Win: the PhysioNet/Computing in Cardiology Challenge 2018.Comput Cardiol (2010)2018
30247243Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication.Crit Care Med2018
30441448A Deep Deterministic Policy Gradient Approach to Medication Dosing and Surveillance in the ICU.Annu Int Conf IEEE Eng Med Biol Soc2018
30441248How is the Doctor Feeling? ICU Provider Sentiment is Associated with Diagnostic Imaging Utilization.Annu Int Conf IEEE Eng Med Biol Soc2018
28328711Management of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit: A Secondary Analysis of Electronic Health Record Data.Shock2017
27053770A "datathon" model to support cross-disciplinary collaboration.Sci Transl Med2016
28269032Monitoring and detecting atrial fibrillation using wearable technology.Annu Int Conf IEEE Eng Med Biol Soc2016
28268938Optimal medication dosing from suboptimal clinical examples: a deep reinforcement learning approach.Annu Int Conf IEEE Eng Med Biol Soc2016
28268855The effects of deep network topology on mortality prediction.Annu Int Conf IEEE Eng Med Biol Soc2016
27765959Machine Learning and Decision Support in Critical Care.Proc IEEE Inst Electr Electron Eng2016
27219127MIMIC-III, a freely accessible critical care database.Sci Data2016
25490277Accumulated deep sleep is a powerful predictor of LH pulse onset in pubertal children.J Clin Endocrinol Metab2015
27790623Patient Prognosis from Vital Sign Time Series: Combining Convolutional Neural Networks with a Dynamical Systems Approach.Comput Cardiol (2010)2015
27774487A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes.Comput Cardiol (2010)2015
26736317An enhanced cerebral recovery index for coma prognostication following cardiac arrest.Annu Int Conf IEEE Eng Med Biol Soc2015
24794476Long-term outcomes of minor troponin elevations in the intensive care unit.Anaesth Intensive Care2014
25091788A data-driven approach to optimized medication dosing: a focus on heparin.Intensive Care Med2014
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Collaborators

Shamim Nemati
University of California San Diego
Co-authored papers 8
Michael B Westover
Beth Israel Deaconess Medical Center
Co-authored papers 7
Leo Anthony Celi
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 6
Roger G Mark
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
Co-authored papers 6
Edilberto Amorim
University of California, San Francisco
Co-authored papers 6
Jong Woo Lee
Brigham and Women's Hospital
Co-authored papers 4
Gari D Clifford
Emory University School of Medicine
Co-authored papers 4
Sydney S Cash
Massachusetts General Hospital
Co-authored papers 3
Adithya Sivaraju
Yale School of Medicine
Co-authored papers 3
Susan T Herman
Barrow Neurological Institute
Co-authored papers 3
Nicolas Gaspard
Hopital Universitaire de Bruxelles - Hopital Erasme
Co-authored papers 3
Mengling Feng
Saw Swee Hock School of Public Health, National University of Singapore
Co-authored papers 3
Li-Wei H Lehman
Massachusetts Institute of Technology
Co-authored papers 3
Emery N Brown
Massachusetts Institute of Technology
Co-authored papers 2
David J Stone
University of Virginia School of Medicine, USA Center for Advanced Medical Analytics
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Jin Jing
Massachusetts General Hospital
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Trudy D Pang
Harvard Medical School and Beth Israel Deaconess Medical Center
Co-authored papers 2
Ona Wu
Massachusetts General Hospital, Athinoula A. Martinos Center for Biomedical Imaging
Co-authored papers 2
Ned McCague
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
Co-authored papers 2
Matt T Bianchi
Massachusetts General Hospital Stroke Research Center, Harvard Medical School
Co-authored papers 2
Abdullah Chahin
Kent County Hospital
Co-authored papers 2
Benjamin Moody
Massachusetts Institute of Technology
Co-authored papers 2
Peter Szolovits
Massachusetts Institute of Technology
Co-authored papers 2
Marleen C Tjepkema-Cloostermans
Clinical Neurophysiology Group, University of Twente
Co-authored papers 2
Alistair E W Johnson
The Hospital for Sick Children
Co-authored papers 2
Jeannette Hofmeijer
Technical Medical Centre, Clinical Neurophysiology, University of Twente
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Tom J Pollard
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Release 1.2