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Alistair Johnson
Alistair Johnson
The Hospital for Sick Children, Child Health Evaluative Sciences
Verified email at sickkids.ca - Homepage
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Cited by
Year
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
42832016
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 (1), 1-13, 2018
5192018
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
4722017
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
4122016
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
3022019
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
2932016
Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts
A Serpa Neto, RO Deliberato, AEW Johnson, LD Bos, P Amorim, ...
Intensive care medicine 44 (11), 1914-1922, 2018
2182018
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
2072018
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
AEW Johnson, TJ Pollard, SJ Berkowitz, NR Greenbaum, MP Lungren, ...
Scientific data 6 (1), 1-8, 2019
2042019
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
2002017
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
1892016
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
1732013
Mimic-iv
A Johnson, L Bulgarelli, T Pollard, S Horng, LA Celi, R Mark
version 0.4). PhysioNet. https://doi. org/10.13026/a3wn-hq05, 2020
1542020
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
1492014
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
1342015
Reproducibility in critical care: a mortality prediction case study
AEW Johnson, TJ Pollard, RG Mark
Machine learning for healthcare conference, 361-376, 2017
1262017
A comparative analysis of sepsis identification methods in an electronic database
AEW Johnson, J Aboab, JD Raffa, TJ Pollard, RO Deliberato, LA Celi, ...
Critical care medicine 46 (4), 494, 2018
1242018
MIMIC-III, a freely accessible critical care database Sci
AE Johnson, TJ Pollard, L Shen, LH Lehman, M Feng, M Ghassemi, ...
Data 3 (160035), 10.1038, 2016
1182016
Clinical Intervention Prediction and Understanding with Deep Neural Networks
H Suresh, N Hunt, AEW Johnson, LA Celi, P Szolovits, M Ghassemi
Machine Learning for Healthcare Conference, 322-337, 2017
872017
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
872017
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Articles 1–20