| 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 | 1285 | 2016 |
| 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 | 192 | 2016 |
| 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 | 189 | 2017 |
| 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 | 143 | 2016 |
| 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 | 88 | 2015 |
| 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 | 87 | 2014 |
| 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 | 82 | 2013 |
| Multimodal heart beat detection using signal quality indices AEW Johnson, J Behar, F Andreotti, GD Clifford, J Oster Physiological measurement 36 (8), 1665, 2015 | 62 | 2015 |
| 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 | 60 | 2018 |
| 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 | 54 | 2018 |
| 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 | 51 | 2014 |
| 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 | 48 | 2017 |
| 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 | 45 | 2012 |
| Reproducibility in critical care: a mortality prediction case study AEW Johnson, TJ Pollard, RG Mark Machine Learning for Healthcare Conference, 361-376, 2017 | 44 | 2017 |
| 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 | 42 | 2015 |
| 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 | 39 | 2016 |
| 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 | 38 | 2013 |
| R-peak estimation using multimodal lead switching AEW Johnson, J Behar, F Andreotti, GD Clifford, J Oster Computing in Cardiology 2014, 281-284, 2014 | 34 | 2014 |
| 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 | 31 | 2018 |
| 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 | 30 | 2017 |
Gari CliffordProfessor of Biomed Eng & Biomed Inform, Emory University and Georgia Institute of TechnologyVerified email at physionet.org
