Alistair E. W. Johnson

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Beat Classification

Chest Radiographs

Abnormality Detection

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Jethro C. C. Kwong, Jeremy Wu, Shamir Malik, Adree Khondker, Naveen Gupta, Nicole Bodnariuc, Krishnateja Narayana, Mikail Malik, Theodorus H. van der Kwast, Alistair E. W. Johnson, Alexandre R. Zlotta, Girish S. Kulkarni
Predicting non-muscle invasive bladder cancer outcomes using artificial intelligence: a systematic review using APPRAISE-AI. npj Digit. Medicine 7 (1) (2024)
Justin Xu, Jack Gallifant, Alistair E. W. Johnson, Matthew B. A. McDermott
ACES: Automatic Cohort Extraction System for Event-Stream Datasets. CoRR (2024)
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
Do We Still Need Clinical Language Models? CHIL (2023)
Alex M. Bennett, Hannes Ulrich, Philip van Damme, Joshua Wiedekopf, Alistair E. W. Johnson
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format. J. Am. Medical Informatics Assoc. 30 (4) (2023)
Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair E. W. Johnson, Emily Alsentzer
Do We Still Need Clinical Language Models? CoRR (2023)
Alistair E. W. Johnson
Building the Foundation of Medical Knowledge Generation. ICHI (2021)
Po-Chih Kuo, Cheng Che Tsai, Diego M. López, Alexandros Karargyris, Tom J. Pollard, Alistair E. W. Johnson, Leo Anthony Celi
Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph. npj Digit. Medicine 4 (2021)
Alistair E. W. Johnson, Lucas Bulgarelli, Tom J. Pollard
Deidentification of free-text medical records using pre-trained bidirectional transformers. CHIL (2020)
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
SEVERITAS: An externally validated mortality prediction for critically ill patients in low and middle-income countries. Int. J. Medical Informatics 131 (2019)
Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng
MIMIC-CXR: A large publicly available database of labeled chest radiographs. CoRR (2019)
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
Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data. ICHI (2018)
Alistair E. W. Johnson, David J. Stone, Leo A. Celi, Tom J. Pollard
The MIMIC Code Repository: enabling reproducibility in critical care research. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Alistair E. W. Johnson, Tom J. Pollard, Tristan Naumann
Generalizability of predictive models for intensive care unit patients. CoRR (2018)
Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark
AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. CinC (2017)
Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton, Drew A. Birrenkott, Peter J. Watkinson, Lionel Tarassenko, David A. Clifton
Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Harini Suresh, Nathan Hunt, Alistair E. W. Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi
Clinical Intervention Prediction and Understanding using Deep Networks. CoRR (2017)
Andrea S. Li, Alistair E. W. Johnson, Roger G. Mark
False arrhythmia alarm reduction in the intensive care unit. CoRR (2017)
Harini Suresh, Nathan Hunt, Alistair E. W. Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi
Clinical Intervention Prediction and Understanding with Deep Neural Networks. MLHC (2017)
Alistair E. W. Johnson, Roger G. Mark
Real-time Mortality Prediction in the Intensive Care Unit. AMIA (2017)
Aaron Zalewski, William J. Long, Alistair E. W. Johnson, Roger G. Mark, Li-Wei H. Lehman
Estimating patient's health state using latent structure inferred from clinical time series and text. BHI (2017)
Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark
Analyzing the eICU Collaborative Research Database. BCB (2017)
Alistair E. W. Johnson, Tom J. Pollard, Roger G. Mark
Reproducibility in critical care: a mortality prediction case study. MLHC (2017)
Alistair E. W. Johnson, Mohammad M. Ghassemi, Shamim Nemati, Katherine E. Niehaus, David A. Clifton, Gari D. Clifford
Machine Learning and Decision Support in Critical Care. Proc. IEEE 104 (2) (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
Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. CinC (2016)
Mohammad Adibuzzaman, Ken Musselman, Alistair E. W. Johnson, Paul Brown, Zachary Pitluk Pitluk, Ananth Grama
Closing the Data Loop: An Integrated Open Access Analysis Platform for the MIMIC Database. CinC (2016)
Julien Oster, Joachim Behar, Omid Sayadi, Shamim Nemati, Alistair E. W. Johnson, Gari D. Clifford
Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Alistair E. W. Johnson, Jonathan Burgess, Marco A. F. Pimentel, David A. Clifton, J. Duncan Young, Peter J. Watkinson, Lionel Tarassenko
. EMBC (2014)
Alistair E. W. Johnson, Andrew A. Kramer, Gari D. Clifford
Data Preprocessing and Mortality Prediction: the Physionet/CinC 2012 Challenge Revisited. CinC (2014)
Alistair E. W. Johnson, Joachim Behar, Fernando Andreotti, Gari D. Clifford, Julien Oster
R- Peak Estimation using Multimodal Lead Switching. CinC (2014)
Roberta Colloca, Alistair E. W. Johnson, Luca T. Mainardi, Gari D. Clifford
A Support Vector Machine Approach for Reliable Detection of Atrial Fibrillation Events. CinC (2013)
Alistair E. W. Johnson, Sharath Choletti, Timothy G. Buchman, Gari D. Clifford
Improved Respiration Rate Estimation using a Kalman filter and Wavelet Cross-Coherence. CinC (2013)
Tingting Zhu, Alistair E. W. Johnson, Joachim Behar, Gari D. Clifford
Bayesian Voting of Multiple Annotators for Improved QT Interval Estimation. CinC (2013)