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Shamim Nemati
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An interpretable machine learning model for accurate prediction of sepsis in the ICU
S Nemati, A Holder, F Razmi, MD Stanley, GD Clifford, TG Buchman
Critical care medicine 46 (4), 547-553, 2018
6432018
Reinforcement learning in healthcare: A survey
C Yu, J Liu, S Nemati, G Yin
ACM Computing Surveys (CSUR) 55 (1), 1-36, 2021
5622021
Machine learning and decision support in critical care
AEW Johnson, MM Ghassemi, S Nemati, KE Niehaus, DA Clifton, ...
Proceedings of the IEEE 104 (2), 444-466, 2016
3902016
Early prediction of sepsis from clinical data: the PhysioNet/Computing in Cardiology Challenge 2019
MA Reyna, CS Josef, R Jeter, SP Shashikumar, MB Westover, S Nemati, ...
Critical care medicine 48 (2), 210-217, 2020
3342020
Quantifying the Ventilatory Control Contribution to Sleep Apnoea Using Polysomnography
PI Terrill, BA Edwards, S Nemati, JP Butler, RL Owens, DJ Eckert, ...
European Respiratory Journal, 2014
2422014
A simplified method for determining phenotypic traits in patients with obstructive sleep apnea
A Wellman, BA Edwards, SA Sands, RL Owens, S Nemati, J Butler, ...
Journal of applied physiology 114 (7), 911-922, 2013
2332013
An open source benchmarked toolbox for cardiovascular waveform and interval analysis
AN Vest, G Da Poian, Q Li, C Liu, S Nemati, AJ Shah, GD Clifford
Physiological measurement 39 (10), 105004, 2018
2322018
Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach
S Nemati, MM Ghassemi, GD Clifford
2016 38th annual international conference of the IEEE engineering in …, 2016
2072016
Early sepsis detection in critical care patients using multiscale blood pressure and heart rate dynamics
SP Shashikumar, MD Stanley, I Sadiq, Q Li, A Holder, GD Clifford, ...
Journal of electrocardiology 50 (6), 739-743, 2017
1652017
A deep learning approach to monitoring and detecting atrial fibrillation using wearable technology
SP Shashikumar, AJ Shah, Q Li, GD Clifford, S Nemati
2017 IEEE EMBS international conference on biomedical & health informatics …, 2017
1642017
Monitoring and detecting atrial fibrillation using wearable technology
S Nemati, MM Ghassemi, V Ambai, N Isakadze, O Levantsevych, A Shah, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
1532016
Semisupervised ECG ventricular beat classification with novelty detection based on switching Kalman filters
J Oster, J Behar, O Sayadi, S Nemati, AEW Johnson, GD Clifford
IEEE Transactions on Biomedical Engineering 62 (9), 2125-2134, 2015
1452015
Transfer entropy estimation and directional coupling change detection in biomedical time series
J Lee, S Nemati, I Silva, BA Edwards, JP Butler, A Malhotra
Biomedical engineering online 11, 1-17, 2012
1302012
Data fusion for improved respiration rate estimation
S Nemati, A Malhotra, GD Clifford
EURASIP journal on advances in signal processing 2010, 1-10, 2010
1292010
A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction
L Lehman, R Adams, L Mayaud, G Moody, A Malhotra, R Mark, S Nemati
Biomedical and Health Informatics, 1-1, 2014
121*2014
Biomimetic brain machine interfaces for the control of movement
AH Fagg, NG Hatsopoulos, V De Lafuente, KA Moxon, S Nemati, ...
Journal of Neuroscience 27 (44), 11842-11846, 2007
962007
Detection of paroxysmal atrial fibrillation using attention-based bidirectional recurrent neural networks
SP Shashikumar, AJ Shah, GD Clifford, S Nemati
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
922018
Deep learning in the cross-time frequency domain for sleep staging from a single-lead electrocardiogram
Q Li, Q Li, C Liu, SP Shashikumar, S Nemati, GD Clifford
Physiological measurement 39 (12), 124005, 2018
842018
An artificial vector model for generating abnormal electrocardiographic rhythms
GD Clifford, S Nemati, R Sameni
Physiological measurement 31 (5), 595, 2010
632010
Patient flow prediction via discriminative learning of mutually-correcting processes
H Xu, W Wu, S Nemati, H Zha
IEEE transactions on Knowledge and Data Engineering 29 (1), 157-171, 2016
602016
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Articles 1–20