Follow
Shamim Nemati
Title
Cited by
Cited by
Year
Reinforcement learning in healthcare: A survey
C Yu, J Liu, S Nemati, G Yin
ACM Computing Surveys (CSUR) 55 (1), 1-36, 2021
7382021
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
7282018
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
4392016
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
3882020
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
2692018
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
2632014
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
2482013
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
2372016
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
1872017
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
1802017
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
1652016
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
1512015
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
1422012
Data fusion for improved respiration rate estimation
S Nemati, A Malhotra, GD Clifford
EURASIP journal on advances in signal processing 2010, 1-10, 2010
1332010
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
125*2014
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
1012018
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
982007
Supervised Learning in Dynamic Bayesian Networks
S Nemati, RP Adams
Neural Information Processing Systems (NIPS) Workshop on Deep Learning and …, 2014
972014
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
932018
Predicting progression to septic shock in the emergency department using an externally generalizable machine-learning algorithm
G Wardi, M Carlile, A Holder, S Shashikumar, SR Hayden, S Nemati
Annals of emergency medicine 77 (4), 395-406, 2021
792021
The system can't perform the operation now. Try again later.
Articles 1–20