Alistair Johnson
Alistair Johnson
Підтверджена електронна адреса в mit.edu
Назва
Посилання
Посилання
Рік
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
18572016
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
2492017
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
2372016
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
1822016
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, 180178, 2018
1282018
Time from HIV-1 seroconversion to AIDS and death before widespread use of highly-active antiretroviral therapy: a collaborative re-analysis. Collaborative Group on AIDS …
A Babiker, S Darby, D De Angelis, D Kwart, K Porter, V Beral, ...
Lancet 355 (9210), 2000
1062000
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
1012015
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
1002014
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
1002013
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, 2018
832018
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
AEW Johnson, TJ Pollard, NR Greenbaum, MP Lungren, C Deng, Y Peng, ...
arXiv preprint arXiv:1901.07042, 2019
822019
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
812017
Reproducibility in critical care: a mortality prediction case study
AEW Johnson, TJ Pollard, RG Mark
Machine Learning for Healthcare Conference, 361-376, 2017
692017
Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts
AS Neto, RO Deliberato, AEW Johnson, LD Bos, P Amorim, SM Pereira, ...
Intensive care medicine 44 (11), 1914-1922, 2018
662018
Multimodal heart beat detection using signal quality indices
AEW Johnson, J Behar, F Andreotti, GD Clifford, J Oster
Physiological measurement 36 (8), 1665, 2015
662015
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
652016
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
572014
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
472012
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
462017
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
452015
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Статті 1–20