Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside

Machine learning-based prediction of acute coronary syndrome using only the pre-hospital 12-lead electrocardiogram

(2020) Salah Al-Zaiti et al.   Nature Communications

A qualitative research framework for the design of user-centered displays of explanations for machine learning model predictions in healthcare

(2020) Amie J. Barda et al.   BMC Medical Informatics and Decision Making

Clinician involvement in research on machine learning–based predictive clinical decision support for the hospital setting: A scoping review

(2020) Jessica M Schwartz et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Key challenges for delivering clinical impact with artificial intelligence

(2019) Christopher J. Kelly et al.   BMC Medicine

Making Machine Learning Models Clinically Useful

(2019) Nigam H. Shah et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Big Data and Data Science in Critical Care

(2018) L. Nelson Sanchez-Pinto et al.   CHEST

Advancing Continuous Predictive Analytics Monitoring

(2018) Jessica Keim-Malpass et al.   Critical Care Nursing Clinics of North America

Evaluating performance of early warning indices to predict physiological instabilities

(2017) Christopher G. Scully et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Qualitative assessment of simulation-based training for pediatric trauma resuscitation

(2017) Rita V. Burke et al.   SURGERY

Signatures of Subacute Potentially Catastrophic Illness in the ICU

(2016) Travis J. Moss et al.   CRITICAL CARE MEDICINE

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

(2016) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

Development of an integrated e-health tool for people with, or at high risk of, cardiovascular disease: The Consumer Navigation of Electronic Cardiovascular Tools (CONNECT) web application

(2016) Lis Neubeck et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients

(2014) Matthew M. Churpek et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

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(2014) Lujie Chen et al.   CRITICAL CARE MEDICINE

Complex signals bioinformatics: evaluation of heart rate characteristics monitoring as a novel risk marker for neonatal sepsis

(2013) Douglas E. Lake et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING