Alistair E. W. Johnson

According to our database, Alistair E. W. Johnson authored at least 30 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format.

Alex M. Bennett, Hannes Ulrich, Philip van Damme, Joshua Wiedekopf, Alistair E. W. Johnson

J. Am. Medical Informatics Assoc., March, 2023

Do We Still Need Clinical Language Models?

Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer

Proceedings of the Conference on Health, Inference, and Learning, 2023

2022

Machine learning approaches to investigate <i>Clostridioides difficile</i> infection and outcomes: A systematic review.

Yujie Chen, Min Xi, Alistair E. W. Johnson, George Tomlinson, Aaron Campigotto, Lingxiao Chen, Lillian Sung

Int. J. Medical Informatics, 2022

2021

Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph.

Po-Chih Kuo, Cheng Che Tsai, Diego M. López, Alexandros Karargyris, Tom J. Pollard, Alistair E. W. Johnson, Leo Anthony Celi

npj Digit. Medicine, 2021

Building the Foundation of Medical Knowledge Generation.

Alistair E. W. Johnson

Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020

Deidentification of free-text medical records using pre-trained bidirectional transformers.

Alistair E. W. Johnson, Lucas Bulgarelli, Tom J. Pollard

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019

SEVERITAS: An externally validated mortality prediction for critically ill patients in low and middle-income countries.

Rodrigo Octávio Deliberato, Guilherme Goto Escudero, Lucas Bulgarelli, Ary Serpa Neto, Stephanie Q. Ko, Niklas Soderberg Campos, Berke Saat, Edson Amaro Júnior, Fabio Silva Lopes, Alistair E. W. Johnson

Int. J. Medical Informatics, 2019

MIMIC-CXR: A large publicly available database of labeled chest radiographs.

Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng

CoRR, 2019

2018

The MIMIC Code Repository: enabling reproducibility in critical care research.

Alistair E. W. Johnson, David J. Stone, Leo A. Celi, Tom J. Pollard

J. Am. Medical Informatics Assoc., 2018

Generalizability of predictive models for intensive care unit patients.

Alistair E. W. Johnson, Tom J. Pollard, Tristan Naumann

CoRR, 2018

Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data.

Oliver Ren, Alistair E. W. Johnson, Eric P. Lehman, Matthieu Komorowski, Jerome Aboab, Fengyi Tang, Zach Shahn, Daby Sow, Roger G. Mark, Li-Wei H. Lehman

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters.

Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton, Drew A. Birrenkott, Peter J. Watkinson, Lionel Tarassenko, David A. Clifton

IEEE Trans. Biomed. Eng., 2017

False arrhythmia alarm reduction in the intensive care unit.

Andrea S. Li, Alistair E. W. Johnson, Roger G. Mark

CoRR, 2017

Clinical Intervention Prediction and Understanding using Deep Networks.

Harini Suresh, Nathan Hunt, Alistair E. W. Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

CoRR, 2017

Clinical Intervention Prediction and Understanding with Deep Neural Networks.

Harini Suresh, Nathan Hunt, Alistair E. W. Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

Proceedings of the Machine Learning for Health Care Conference, 2017

Reproducibility in critical care: a mortality prediction case study.

Alistair E. W. Johnson, Tom J. Pollard, Roger G. Mark

Proceedings of the Machine Learning for Health Care Conference, 2017

AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017.

Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark

Proceedings of the Computing in Cardiology, 2017

Estimating patient's health state using latent structure inferred from clinical time series and text.

Aaron Zalewski, William J. Long, Alistair E. W. Johnson, Roger G. Mark, Li-Wei H. Lehman

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Analyzing the eICU Collaborative Research Database.

Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Real-time Mortality Prediction in the Intensive Care Unit.

Alistair E. W. Johnson, Roger G. Mark

Proceedings of the AMIA 2017, 2017

2016

Machine Learning and Decision Support in Critical Care.

Alistair E. W. Johnson, Mohammad M. Ghassemi, Shamim Nemati, Katherine E. Niehaus, David A. Clifton, Gari D. Clifford

Proc. IEEE, 2016

Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016.

Gari D. Clifford, Chengyu Liu, David B. Springer, Benjamin Moody, Qiao Li, Ricardo C. Abad, José Millet, Ikaro Silva, Alistair E. W. Johnson, Roger G. Mark

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Closing the Data Loop: An Integrated Open Access Analysis Platform for the MIMIC Database.

Mohammad Adibuzzaman, Ken Musselman, Alistair E. W. Johnson, Paul Brown, Zachary Pitluk Pitluk, Ananth Grama

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters.

Julien Oster, Joachim Behar, Omid Sayadi, Shamim Nemati, Alistair E. W. Johnson, Gari D. Clifford

IEEE Trans. Biomed. Eng., 2015

2014

Physiological trajectory of patients pre and post ICU discharge¹.

Alistair E. W. Johnson, Jonathan Burgess, Marco A. F. Pimentel, David A. Clifton, J. Duncan Young, Peter J. Watkinson, Lionel Tarassenko

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Data Preprocessing and Mortality Prediction: the Physionet/CinC 2012 Challenge Revisited.

Alistair E. W. Johnson, Andrew A. Kramer, Gari D. Clifford

Proceedings of the Computing in Cardiology, CinC 2014, 2014

R- Peak Estimation using Multimodal Lead Switching.

Alistair E. W. Johnson, Joachim Behar, Fernando Andreotti, Gari D. Clifford, Julien Oster

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Bayesian Voting of Multiple Annotators for Improved QT Interval Estimation.

Tingting Zhu, Alistair E. W. Johnson, Joachim Behar, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2013

Improved Respiration Rate Estimation using a Kalman filter and Wavelet Cross-Coherence.

Alistair E. W. Johnson, Sharath Choletti, Timothy G. Buchman, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2013

A Support Vector Machine Approach for Reliable Detection of Atrial Fibrillation Events.

Roberta Colloca, Alistair E. W. Johnson, Luca T. Mainardi, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2013