Alistair E. W. Johnson

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False arrhythmia alarm reduction in the intensive care unit pdf

Roger G. Mark, Andrea S. Li, Alistair E. W. Johnson, 2017, ArXiv.

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

Alistair E. W. Johnson, Tom J. Pollard, Lucas Bulgarelli, 2020, CHIL.

Analyzing the eICU Collaborative Research Database

Roger G. Mark, Leo A. Celi, Alistair E. W. Johnson, 2017, BCB.

Physiological trajectory of patients pre and post ICU discharge1

David A. Clifton, Lionel Tarassenko, Peter J. Watkinson, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Predicting vital sign deterioration with artificial intelligence or machine learning

Thomas W. L. Scheeren, Alistair E. W. Johnson, Simon T. Vistisen, 2019, Journal of Clinical Monitoring and Computing.

Machine Learning and Decision Support in Critical Care This paper discusses the issues of compartmentalization, corruption, and complexity involved in collection and preprocessing of critical care data.

Shamim Nemati, Mohammad M. Ghassemi, Alistair E. W. Johnson, 2016 .

The MIMIC-III Waveform Database

Mohammed Saeed, Alistair E. W. Johnson, George B. Moody, 2017 .

Reproducibility in critical care: a mortality prediction case study

Roger G. Mark, Alistair E. W. Johnson, Tom J. Pollard, 2017, MLHC.

Bayesian voting of multiple annotators for improved QT interval estimation

Gari D. Clifford, Alistair E. W. Johnson, Tingting Zhu, 2013, Computing in Cardiology 2013.

tableone: An open source Python package for producing summary statistics for research papers

Roger G. Mark, Alistair E. W. Johnson, Tom J. Pollard, 2018, JAMIA open.

R-peak estimation using multimodal lead switching

Fernando Andreotti, Julien Oster, Gari D. Clifford, 2014, Computing in Cardiology 2014.

Towards a Robust Estimation of Respiratory Rate from Pulse Oximeters

David A. Clifton, Lionel Tarassenko, Peter J. Watkinson, 2016 .

Real-time Mortality Prediction in the Intensive Care Unit

Roger G. Mark, Alistair E. W. Johnson, R. Mark, 2018, AMIA.

Clinical Intervention Prediction and Understanding using Deep Networks pdf

Peter Szolovits, Marzyeh Ghassemi, Leo Anthony Celi, 2017, ArXiv.

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

Li-Wei H. Lehman, Roger G. Mark, Matthieu Komorowski, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

Improved respiration rate estimation using a Kalman filter and wavelet cross-coherence

Gari D. Clifford, Alistair E. W. Johnson, Timothy G. Buchman, 2013, Computing in Cardiology 2013.

The MIMIC Code Repository: enabling reproducibility in critical care research

Leo A. Celi, Alistair E. W. Johnson, Tom J. Pollard, 2017, J. Am. Medical Informatics Assoc..

Classification of normal/abnormal heart sound recordings: The PhysioNet/Computing in Cardiology Challenge 2016

Qiao Li, José Millet-Roig, Roger G. Mark, 2016, 2016 Computing in Cardiology Conference (CinC).

A Support Vector Machine approach for reliable detection of atrial fibrillation events

Luca T. Mainardi, Gari D. Clifford, Alistair E. W. Johnson, 2013, Computing in Cardiology 2013.

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

Edson Amaro Júnior, Alistair E. W. Johnson, Ary Serpa Neto, 2019, Int. J. Medical Informatics.

AF classification from a short single lead ECG recording: The PhysioNet/computing in cardiology challenge 2017

Qiao Li, Li-Wei H. Lehman, Roger G. Mark, 2017, 2017 Computing in Cardiology (CinC).

Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review

David A. Clifton, Jordi Alastruey, Lionel Tarassenko, 2017, IEEE Reviews in Biomedical Engineering.

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

Shamim Nemati, Julien Oster, Gari D. Clifford, 2015, IEEE Transactions on Biomedical Engineering.

Generalizability of predictive models for intensive care unit patients pdf

Alistair E. W. Johnson, Tristan Naumann, Tom J. Pollard, 2018, ArXiv.

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

Roger G. Mark, Matthew P. Lungren, Steven Horng, 2019, ArXiv.

Closing the data loop: An integrated open access analysis platform for the MIMIC database

Paul Brown, Ananth Grama, Mohammad Adibuzzaman, 2016, 2016 Computing in Cardiology Conference (CinC).

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

Aaron Zalewski, Li-Wei H. Lehman, William J. Long, 2017, 2017 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

Clinical Intervention Prediction and Understanding with Deep Neural Networks

Peter Szolovits, Marzyeh Ghassemi, Leo Anthony Celi, 2017, MLHC.

Data preprocessing and mortality prediction: The Physionet/CinC 2012 challenge revisited

Gari D. Clifford, Alistair E. W. Johnson, Andrew A. Kramer, 2014, Computing in Cardiology 2014.

Machine Learning and Decision Support in Critical Care

Shamim Nemati, David A. Clifton, Mohammad M. Ghassemi, 2016, Proceedings of the IEEE.

Risk-adjustment of patient subpopulations in the intensive care unit using oasis, a novel severity score

Gari D. Clifford, Alistair E. W. Johnson, 2013 .

Dynamics of multivariate vital sign time series and severe sepsis among patients in critical care

Shamim Nemati, Roger G. Mark, Alistair E. W. Johnson, 2017 .

Mortality prediction and acuity assessment in critical care

Alistair E. W. Johnson, 2014 .

A New Severity of Illness Scale Using a Subset of Acute Physiology and Chronic Health Evaluation Data Elements Shows Comparable Predictive Accuracy*

Gari D. Clifford, Alistair E. W. Johnson, Andrew A. Kramer, 2013, Critical care medicine.

Do We Still Need Clinical Language Models?

Micah J. Smith, Alistair E. W. Johnson, Zachary M. Ziegler, 2023, CHIL.

MIMIC-III, a freely accessible critical care database

Peter Szolovits, Leo Anthony Celi, Mengling Feng, 2016, Scientific Data.

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

Alistair E. W. Johnson, Li-wei H. Lehman, R. Mark, 2023, Scientific Data.

MIMIC-IV, a freely accessible electronic health record dataset

Alistair E. W. Johnson, Li-wei H. Lehman, R. Mark, 2023, Scientific Data.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Alistair E. W. Johnson, Omar Badawi, Alistair E W Johnson, 2018, Scientific Data.

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

Steven Horng, Nathaniel R. Greenbaum, Alistair E. W. Johnson, 2019, Scientific Data.

An open access database for the evaluation of heart sound algorithms

Qiao Li, Gari D Clifford, Francisco Castells, 2016, Physiological measurement.

A Comparison of Single Channel Fetal ECG Extraction Methods

Alistair E. W. Johnson, G. Clifford, J. Oster, 2014, Annals of Biomedical Engineering.

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

Alistair E. W. Johnson, L. Celi, A. Karargyris, 2021, npj Digital Medicine.

Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine

Alistair E. W. Johnson, S. Pfohl, A. Johnson, 2021, Scientific Reports.

Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing

Leo Anthony Celi, Steven Horng, Alistair E. W. Johnson, 2020, PloS one.

Risk of mortality and cardiopulmonary arrest in critical patients presenting to the emergency department using machine learning and natural language processing

Alistair E. W. Johnson, Marta P. B. Fernandes, L. Celi, 2020, PloS one.

Prolonged Elevated Heart Rate and 90-Day Survival in Acutely Ill Patients: Data From the MIMIC-III Database

Alistair E. W. Johnson, Alistair E W Johnson, Veit Sandfort, 2019, Journal of intensive care medicine.

Long-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

Alistair E. W. Johnson, R. Sullivan, F. Hodi, 2021, Journal of immunotherapy.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Alistair E. W. Johnson, R. Mark, L. Celi, 2018, Scientific Data.

Complex inter-relationship of body mass index, gender and serum creatinine on survival: exploring the obesity paradox in melanoma patients treated with checkpoint inhibition

Alistair E. W. Johnson, F. Hodi, S. Waikar, 2019, Journal of Immunotherapy for Cancer.

Patient specific predictions in the intensive care unit using a Bayesian ensemble

Alistair E. W. Johnson, G. D. Clifford, A. E. W. Johnson, 2012, 2012 Computing in Cardiology.

Development, 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.

Alistair E. W. Johnson, T. H. van der Kwast, J. Srigley, 2023, The Lancet. Digital health.

Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts

Pedro Amorim, Alistair E. W. Johnson, Paolo Pelosi, 2018, Intensive Care Medicine.

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness

Alistair E. W. Johnson, R. Mark, L. Celi, 2017, Kidney international reports.

Prediction on critically ill patients: The role of "big data".

Alistair E. W. Johnson, R. Deliberato, A. Johnson, 2020, Journal of critical care.

An Evaluation of the Influence of Body Mass Index on Severity Scoring*

Leo Anthony Celi, David J Stone, Matthieu Komorowski, 2019, Critical care medicine.

Impact of Intensive Care Unit Discharge Delays on Patient Outcomes: A Retrospective Cohort Study

Alistair E. W. Johnson, L. Celi, J. Raffa, 2018, Journal of intensive care medicine.

A Large-Scale Multi-Center Retrospective Study on Nephrotoxicity Associated with Empiric Broad Spectrum Antibiotics in Critically Ill Patients.

Alistair E. W. Johnson, L. Celi, C. Scurlock, 2023, Chest.

Early warning score using electronically-held data for patients discharged from intensive care units

Alistair E. W. Johnson, L. Tarassenko, D. Clifton, 2020 .

Normalization of mechanical power to anthropometric indices: impact on its association with mortality in critically ill patients

Alistair E. W. Johnson, L. Celi, P. Pelosi, 2019, Intensive Care Medicine.

Mechanical power during mechanical ventilation of critically ill patients

Alistair E. W. Johnson, P. Pelosi, R. Deliberato, 2017 .

Circadian variation in new-onset atrial fibrillation in patients in ICUs.

Alistair E. W. Johnson, P. Watkinson, A. Johnson, 2021, Journal of critical care.

The authors reply.

Alistair E. W. Johnson, L. Celi, D. Stone, 2019, Critical care medicine.

Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care

Alistair E. W. Johnson, A. Johnson, L. Rosella, 2022, Frontiers in Pediatrics.

Comparing COVID-19 and Influenza Presentation and Trajectory

Alistair E. W. Johnson, D. Eytan, J. Behar, 2021, Frontiers in Medicine.

Titration of Ventilator Settings to Target Driving Pressure and Mechanical Power

Alistair E. W. Johnson, Li-wei H. Lehman, D. Talmor, 2022, Respiratory Care.

MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Nathaniel R. Greenbaum, Alistair E. W. Johnson, R. Mark, 2019, 1901.07042.

Bayesian fusion of physiological measurements using a signal quality extension

Gari D Clifford, Yang Yang, Tingting Zhu, 2018, Physiological measurement.

The Global Open Source Severity of Illness Score (GOSSIS)*

Alistair E. W. Johnson, L. Celi, J. Raffa, 2022, Critical care medicine.

Bridging the Health Data Divide

Leo Anthony Celi, David J Stone, Matthieu Komorowski, 2016, Journal of medical Internet research.

Extract Respiratory Signal ( s ) Fuse Signals Estimate BR ( s ) Fuse BR Estimates Quality Assessment ECG or PPG BR

Alistair E. W. Johnson, Marco A. F. Pimentel, Drew A. Birrenkott, 2017 .

Rule-based rough-refined two-step-procedure for real-time premature beat detection in single-lead ECG

Chengyu Liu, Qin Shen, Jian Zhang, 2020, Physiological measurement.

Multimodal heart beat detection using signal quality indices

Gari D Clifford, Fernando Andreotti, Joachim Behar, 2015, Physiological measurement.

An Echo State Neural Network for Foetal ECG Extraction Optimised by Random Search

Joachim Behar, Alistair E. W. Johnson, Alistair E. W. Johnson, 2013 .

A Support Vector Machine approach for reliable detection of atrial fibrillation events

Alistair E. W. Johnson, G. Clifford, L. Mainardi, 2013, Computing in Cardiology 2013.