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:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Predicting non-muscle invasive bladder cancer outcomes using artificial intelligence: a systematic review using APPRAISE-AI.
npj Digit. Medicine, 2024

ACES: Automatic Cohort Extraction System for Event-Stream Datasets.
CoRR, 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

Do We Still Need Clinical Language Models?
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

Building the Foundation of Medical Knowledge Generation.
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

MIMIC-CXR: A large publicly available database of labeled chest radiographs.
CoRR, 2019

2018
The MIMIC Code Repository: enabling reproducibility in critical care research.
J. Am. Medical Informatics Assoc., 2018

Generalizability of predictive models for intensive care unit patients.
CoRR, 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
Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters.
IEEE Trans. Biomed. Eng., 2017

False arrhythmia alarm reduction in the intensive care unit.
CoRR, 2017

Clinical Intervention Prediction and Understanding using Deep Networks.
CoRR, 2017

Clinical Intervention Prediction and Understanding with Deep Neural Networks.
Proceedings of the Machine Learning for Health Care Conference, 2017

Reproducibility in critical care: a mortality prediction case study.
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

Analyzing the eICU Collaborative Research Database.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Real-time Mortality Prediction in the Intensive Care Unit.
Proceedings of the AMIA 2017, 2017

2016
Machine Learning and Decision Support in Critical Care.
Proc. IEEE, 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
Physiological trajectory of patients pre and post ICU discharge<sup>1</sup>.
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

R- Peak Estimation using Multimodal Lead Switching.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Bayesian Voting of Multiple Annotators for Improved QT Interval Estimation.
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


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