Alistair Johnson
Alistair Johnson
Підтверджена електронна адреса в mit.edu
НазваПосиланняРік
MIMIC-III, a freely accessible critical care database
AEW Johnson, TJ Pollard, L Shen, LH Lehman, M Feng, M Ghassemi, ...
Scientific data 3, 160035, 2016
8282016
An open access database for the evaluation of heart sound algorithms
C Liu, D Springer, Q Li, B Moody, RA Juan, FJ Chorro, F Castells, JM Roig, ...
Physiological Measurement 37 (12), 2181, 2016
1532016
AF Classification from a short single lead ECG recording: the PhysioNet/Computing in Cardiology Challenge 2017
GD Clifford, C Liu, B Moody, HL Li-wei, I Silva, Q Li, AE Johnson, RG Mark
2017 Computing in Cardiology (CinC), 1-4, 2017
1332017
Machine learning and decision support in critical care
AEW Johnson, MM Ghassemi, S Nemati, KE Niehaus, DA Clifton, ...
Proceedings of the IEEE. Institute of Electrical and Electronics Engineers …, 2016
1142016
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
752015
A comparison of single channel fetal ECG extraction methods
J Behar, A Johnson, GD Clifford, J Oster
Annals of biomedical engineering 42 (6), 1340-1353, 2014
702014
A new severity of illness scale using a subset of acute physiology and chronic health evaluation data elements shows comparable predictive accuracy
AEW Johnson, AA Kramer, GD Clifford
Critical care medicine 41 (7), 1711-1718, 2013
622013
Multimodal heart beat detection using signal quality indices
AEW Johnson, J Behar, F Andreotti, GD Clifford, J Oster
Physiological measurement 36 (8), 1665, 2015
552015
Making big data useful for health care: a summary of the inaugural mit critical data conference
O Badawi, T Brennan, LA Celi, M Feng, M Ghassemi, A Ippolito, ...
JMIR medical informatics 2 (2), e22, 2014
462014
The MIMIC Code Repository: enabling reproducibility in critical care research
AEW Johnson, DJ Stone, LA Celi, TJ Pollard
Journal of the American Medical Informatics Association 25 (1), 32-39, 2017
442017
Patient Specific Predictions in the Intensive Care Unit Using a Bayesian Ensemble
AEW Johnson, N Dunkley, L Mayaud, A Tsanas, AA Kramer, GD Clifford
Computing in Cardiology (CinC), 2012, 249-252, 2012
412012
Robust detection of heart beats in multimodal data
I Silva, B Moody, J Behar, A Johnson, J Oster, GD Clifford, GB Moody
Physiological measurement 36 (8), 1629, 2015
382015
Breathing rate estimation from the electrocardiogram and photoplethysmogram: A review
PH Charlton, DA Birrenkott, T Bonnici, MAF Pimentel, AEW Johnson, ...
IEEE reviews in biomedical engineering 11, 2-20, 2017
332017
A support vector machine approach for reliable detection of atrial fibrillation events
R Colloca, AEW Johnson, L Mainardi, GD Clifford
Computing in Cardiology 2013, 1047-1050, 2013
322013
Reproducibility in critical care: a mortality prediction case study
AEW Johnson, TJ Pollard, RG Mark
Machine Learning for Healthcare Conference, 361-376, 2017
312017
R-peak estimation using multimodal lead switching
AEW Johnson, J Behar, F Andreotti, GD Clifford, J Oster
Computing in Cardiology 2014, 281-284, 2014
302014
Toward a robust estimation of respiratory rate from pulse oximeters
MAF Pimentel, AEW Johnson, PH Charlton, D Birrenkott, PJ Watkinson, ...
IEEE Transactions on Biomedical Engineering 64 (8), 1914-1923, 2016
282016
Crowd-sourced annotation of ECG signals using contextual information
T Zhu, AEW Johnson, J Behar, GD Clifford
Annals of biomedical engineering 42 (4), 871-884, 2014
262014
Clinical intervention prediction and understanding using deep networks
H Suresh, N Hunt, A Johnson, LA Celi, P Szolovits, M Ghassemi
arXiv preprint arXiv:1705.08498, 2017
232017
The eICU Collaborative Research Database, a freely available multi-center database for critical care research
TJ Pollard, AEW Johnson, JD Raffa, LA Celi, RG Mark, O Badawi
Scientific data 5, 2018
222018
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