Alistair E. W. Johnson
Orcid: 0000-0002-8735-3014
According to our database1,
Alistair E. W. Johnson
authored at least 32 papers
between 2013 and 2024.
Collaborative distances:
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Bibliography
2024
Predicting non-muscle invasive bladder cancer outcomes using artificial intelligence: a systematic review using APPRAISE-AI.
npj Digit. Medicine, 2024
2023
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format.
J. Am. Medical Informatics Assoc., March, 2023
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.
Int. J. Medical Informatics, 2022
2021
Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph.
npj Digit. Medicine, 2021
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
2020
Deidentification of free-text medical records using pre-trained bidirectional transformers.
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.
Int. J. Medical Informatics, 2019
CoRR, 2019
2018
J. Am. Medical Informatics Assoc., 2018
Predicting and Understanding Unexpected Respiratory Decompensation in Critical Care Using Sparse and Heterogeneous Clinical Data.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Proceedings of the Machine Learning for Health Care Conference, 2017
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.
Proceedings of the Computing in Cardiology, 2017
Estimating patient's health state using latent structure inferred from clinical time series and text.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Proceedings of the AMIA 2017, 2017
2016
Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
Closing the Data Loop: An Integrated Open Access Analysis Platform for the MIMIC Database.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters.
IEEE Trans. Biomed. Eng., 2015
2014
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.
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Proceedings of the Computing in Cardiology, 2013
Improved Respiration Rate Estimation using a Kalman filter and Wavelet Cross-Coherence.
Proceedings of the Computing in Cardiology, 2013
A Support Vector Machine Approach for Reliable Detection of Atrial Fibrillation Events.
Proceedings of the Computing in Cardiology, 2013