Shamim Nemati
Назва
Посилання
Посилання
Рік
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, 2018
2672018
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
2212016
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
1492013
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
1292014
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
1122015
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
1102016
Early prediction of sepsis from clinical data: the PhysioNet/Computing in Cardiology Challenge 2019
MA Reyna, C Josef, S Seyedi, R Jeter, SP Shashikumar, MB Westover, ...
2019 Computing in Cardiology (CinC), Page 1-Page 4, 2019
1002019
Data fusion for improved respiration rate estimation
S Nemati, A Malhotra, GD Clifford
EURASIP journal on advances in signal processing 2010, 1-10, 2010
992010
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
962017
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), 1-17, 2012
912012
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
862007
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
84*2014
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
792018
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
782016
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
762017
Respiration and heart rate complexity: effects of age and gender assessed by band-limited transfer entropy
S Nemati, BA Edwards, J Lee, B Pittman-Polletta, JP Butler, A Malhotra
Respiratory physiology & neurobiology 189 (1), 27-33, 2013
542013
Reinforcement learning in healthcare: A survey
C Yu, J Liu, S Nemati
arXiv preprint arXiv:1908.08796, 2019
512019
An artificial vector model for generating abnormal electrocardiographic rhythms
GD Clifford, S Nemati, R Sameni
Physiological measurement 31 (5), 595, 2010
512010
Model-based characterization of ventilatory stability using spontaneous breathing
S Nemati, BA Edwards, SA Sands, PJ Berger, A Wellman, GC Verghese, ...
Journal of Applied Physiology 111 (1), 55-67, 2011
432011
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
392016
У даний момент система не може виконати операцію. Спробуйте пізніше.
Статті 1–20