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Author Details

Alistair E W Johnson
The Hospital for Sick Children
2013
65
21
PMIDPaper TitleJournal TitlePublished Year
36150166Do Thresholds for Invasive Ventilation in Hypoxemic Respiratory Failure Exist? A Cohort Study.Am J Respir Crit Care Med2023
37425489AnnoDash, a clinical terminology annotation dashboard.JAMIA Open2023
37211455Development, multi-institutional external validation, and algorithmic audit of an artificial intelligence-based Side-specific Extra-Prostatic Extension Risk Assessment tool (SEPERA) for patients undergoing radical prostatectomy: a retrospective cohort study.Lancet Digit Health2023
37040818A Large-Scale Multicenter Retrospective Study on Nephrotoxicity Associated With Empiric Broad-Spectrum Antibiotics in Critically Ill Patients.Chest2023
37307638Evaluation of evolving sepsis screening criteria in discriminating suspected sepsis and mortality among adult patients admitted to the intensive care unit.Int J Nurs Stud2023
37072428Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.Sci Data2023
36646711Author Correction: MIMIC-IV, a freely accessible electronic health record dataset.Sci Data2023
36688534MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format.J Am Med Inform Assoc2023
34560357Circadian variation in new-onset atrial fibrillation in patients in ICUs.J Crit Care2022
35620143Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care.Front Pediatr2022
35354159The Global Open Source Severity of Illness Score (GOSSIS).Crit Care Med2022
36570030OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification.JAMIA Open2022
35868844Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power.Respir Care2022
35948551BRAX, Brazilian labeled chest x-ray dataset.Sci Data2022
36394938Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study.JMIR Med Inform2022
35131699Machine learning approaches to investigate Clostridioides difficile infection and outcomes: A systematic review.Int J Med Inform2022
35177653Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine.Sci Rep2022
34260619Impact of sex on use of low tidal volume ventilation in invasively ventilated ICU patients-A mediation analysis using two observational cohorts.PLoS One2021
33589700Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph.NPJ Digit Med2021
34406158Long-term Overall Survival and Predictors in Anti-PD-1-naive Melanoma Patients With Brain Metastases Treated With Immune Checkpoint Inhibitors in the Real-world Setting: A Multicohort Study.J Immunother2021
34268396Effect of spontaneous breathing on ventilator-free days in critically ill patients-an analysis of patients in a large observational cohort.Ann Transl Med2021
34055833Comparing COVID-19 and Influenza Presentation and Trajectory.Front Med (Lausanne)2021
32126097Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing.PLoS One2020
34350426Deidentification of free-text medical records using pre-trained bidirectional transformers.Proc ACM Conf Health Inference Learn (2020)2020
32763775Prediction on critically ill patients: The role of "big data".J Crit Care2020
32240233Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing.PLoS One2020
32268306Rule-based rough-refined two-step-procedure for real-time premature beat detection in single-lead ECG.Physiol Meas2020
29402151Prolonged Elevated Heart Rate and 90-Day Survival in Acutely Ill Patients: Data From the MIMIC-III Database.J Intensive Care Med2019
31831740MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports.Sci Data2019
31205091The authors reply.Crit Care Med2019
31254239Predicting vital sign deterioration with artificial intelligence or machine learning.J Clin Monit Comput2019
31595350Normalization of mechanical power to anthropometric indices: impact on its association with mortality in critically ill patients.Intensive Care Med2019
31539837SEVERITAS: An externally validated mortality prediction for critically ill patients in low and middle-income countries.Int J Med Inform2019
30270722Impact of Intensive Care Unit Discharge Delays on Patient Outcomes: A Retrospective Cohort Study.J Intensive Care Med2019
30395555An Evaluation of the Influence of Body Mass Index on Severity Scoring.Crit Care Med2019
29194147Severity of Illness Scores May Misclassify Critically Ill Obese Patients.Crit Care Med2018
31984317<i>tableone</i>: An open source Python package for producing summary statistics for research papers.JAMIA Open2018
29808824Bayesian fusion of physiological measurements using a signal quality extension.Physiol Meas2018
29990026Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review.IEEE Rev Biomed Eng2018
29854167Real-time mortality prediction in the Intensive Care Unit.AMIA Annu Symp Proc2018
30204154The eICU Collaborative Research Database, a freely available multi-center database for critical care research.Sci Data2018
30526218Authors' Response to the Intensive Care Unit Discharge Delay and In-Hospital Mortality.J Intensive Care Med2018
30291378Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts.Intensive Care Med2018
29742215First Brazilian datathon in critical care.Rev Bras Ter Intensiva2018
29036464The MIMIC Code Repository: enabling reproducibility in critical care research.J Am Med Inform Assoc2018
29303796A Comparative Analysis of Sepsis Identification Methods in an Electronic Database.Crit Care Med2018
27875128Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters.IEEE Trans Biomed Eng2017
29862307AF Classification from a Short Single Lead ECG Recording: the PhysioNet/Computing in Cardiology Challenge 2017.Comput Cardiol (2010)2017
29270515Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness.Kidney Int Rep2017
29138126Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon.JMIR Med Inform2017
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Collaborators

Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 28
Massachusetts Institute of Technology, Scientific Data - Nature, Software Sustainability Institute, University College London, University of Law - London Bloomsbury Centre
Co-authored papers 20
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
Co-authored papers 14
Institute of Medical Engineering & Science, Massachusetts Institute of Technology
Co-authored papers 12
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Co-authored papers 11
Emory University School of Medicine
Co-authored papers 10
Institute of Medical Engineering & Science, Massachusetts Institute of Technology
Co-authored papers 9
University of Virginia School of Medicine, USA Center for Advanced Medical Analytics
Co-authored papers 8
Australian and New Zealand Intensive Care Research Centre, Monash University
Co-authored papers 7
Massachusetts Institute of Technology
Co-authored papers 6
Massachusetts Institute of Technology
Co-authored papers 6
Beth Israel Deaconess Medical Center
Co-authored papers 5
Oxford Institute of Biomedical Engineering, University of Oxford
Co-authored papers 5
Institute of Biomedical Engineering, University of Oxford
Co-authored papers 5
University of Maryland School of Pharmacy
Co-authored papers 5
Cleveland Clinic
Co-authored papers 4
Amsterdam University Medical Centers
Co-authored papers 4
John Radcliffe Hospital, University of Oxford
Co-authored papers 4
IRCCS Ospedale Policlinico San Martino
Co-authored papers 4
Institute for Medical Engineering & Science, Massachusetts Institute of Technology
Co-authored papers 3
Institute of Biomedical Engineering, University of Oxford
Co-authored papers 3
Charing Cross Hospital,Imperial College Healthcare NHS Trust
Co-authored papers 3
Beth Israel Deaconess Medical Center
Co-authored papers 3
National University Hospital
Co-authored papers 3
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
Co-authored papers 3
Saw Swee Hock School of Public Health, National University of Singapore
Co-authored papers 3
Beth Israel Deaconess Medical Center
Co-authored papers 3
University of California San Diego
Co-authored papers 2
University of Toronto
Co-authored papers 2
Stanford University
Co-authored papers 2