Factors driving provider adoption of the TREWS machine learning-based early warning system and its effects on sepsis treatment timing

Prospective, multi-site study of patient outcomes after implementation of the TREWS machine learning-based early warning system for sepsis

(2022) Roy Adams et al.   NATURE MEDICINE

Human–machine teaming is key to AI adoption: clinicians’ experiences with a deployed machine learning system

(2022) Katharine E. Henry et al.   npj Digital Medicine

An algorithmic approach to reducing unexplained pain disparities in underserved populations

(2021) Emma Pierson et al.   NATURE MEDICINE

How machine-learning recommendations influence clinician treatment selections: the example of the antidepressant selection

(2021) Maia Jacobs et al.   Translational Psychiatry

The Clinician and Dataset Shift in Artificial Intelligence

(2021) Samuel G. Finlayson et al.   NEW ENGLAND JOURNAL OF MEDICINE

1405: ASSESSING CLINICAL USE AND PERFORMANCE OF A MACHINE LEARNING SEPSIS ALERT FOR SEX AND RACIAL BIAS

(2021) Roy Adams et al.   CRITICAL CARE MEDICINE

Too Many Definitions of Sepsis

(2020) Suchi Saria et al.   CRITICAL CARE MEDICINE

Lessons Learned About Autonomous AI: Finding a Safe, Efficacious, and Ethical Path Through the Development Process

(2020) Michael D. Abràmoff et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Infectious Diseases Society of America Position Paper: Recommended Revisions to the National Severe Sepsis and Septic Shock Early Management Bundle (SEP-1) Sepsis Quality Measure

(2020) Chanu Rhee et al.   CLINICAL INFECTIOUS DISEASES

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

(2020) Mark P Sendak et al.   JMIR Medical Informatics

Impact of Clinical Decision Support on Antibiotic Prescribing for Acute Respiratory Infections: a Cluster Randomized Implementation Trial

(2020) Devin Mann et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Computerised clinical decision support systems and absolute improvements in care: meta-analysis of controlled clinical trials

(2020) Janice L Kwan et al.   BMJ-British Medical Journal

Electronic health record-based clinical decision support alert for severe sepsis: a randomised evaluation

(2019) Norman Lance Downing et al.   BMJ Quality & Safety

Sepsis Surveillance Using Adult Sepsis Events Simplified eSOFA Criteria Versus Sepsis-3 Sequential Organ Failure Assessment Criteria*

(2019) Chanu Rhee et al.   CRITICAL CARE MEDICINE

ED Door-to-Antibiotic Time and Long-term Mortality in Sepsis

(2019) Ithan D. Peltan et al.   CHEST

Clinician Perception of a Machine Learning–Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock

(2019) Jennifer C. Ginestra et al.   CRITICAL CARE MEDICINE

To catch a killer: electronic sepsis alert tools reaching a fever pitch?

(2019) Halley Ruppel et al.   BMJ Quality & Safety

Diffusing an Innovation: Clinician Perceptions of Continuous Predictive Analytics Monitoring in Intensive Care

(2019) Rebecca Kitzmiller et al.   Applied Clinical Informatics

Coding algorithms for defining Charlson and Elixhauser co-morbidities in Read-coded databases

(2019) David Metcalfe et al.   BMC Medical Research Methodology

A clinically applicable approach to continuous prediction of future acute kidney injury

(2019) Nenad Tomašev et al.   NATURE

A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock

(2019) Heather M. Giannini et al.   CRITICAL CARE MEDICINE

Retrospective Observational Study of the Clinical Performance Characteristics of a Machine Learning Approach to Early Sepsis Identification

(2019) Raj Topiwala et al.   CRITICAL CARE MEDICINE

Key challenges for delivering clinical impact with artificial intelligence

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

The Surviving Sepsis Campaign Bundle

(2018) Mitchell M. Levy et al.   CRITICAL CARE MEDICINE

Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction

(2018) Hossein Soleimani et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Big Data and Machine Learning in Health Care

(2018) Andrew L. Beam et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Clinical decision support models and frameworks: Seeking to address research issues underlying implementation successes and failures

(2018) Robert A. Greenes et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Association Between the New York Sepsis Care Mandate and In-Hospital Mortality for Pediatric Sepsis

(2018) Idris V. R. Evans et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Time to Treatment and Mortality during Mandated Emergency Care for Sepsis

(2017) Christopher W. Seymour et al.   NEW ENGLAND JOURNAL OF MEDICINE

A Meta-Analysis of Factors Influencing the Development of Trust in Automation

(2016) Kristin E. Schaefer et al.   HUMAN FACTORS

The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3)

(2016) Mervyn Singer et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Analysis of clinical decision support system malfunctions: a case series and survey

(2016) Adam Wright et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

The value of vital sign trends for detecting clinical deterioration on the wards

(2016) Matthew M. Churpek et al.   RESUSCITATION

A targeted real-time early warning score (TREWScore) for septic shock

(2015) Katharine E. Henry et al.   Science Translational Medicine

From Annoying to Appreciated: Turning clinical decision support systems into a medical professional's best friend.

(2015) Leslie Mertz   IEEE Pulse

Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients

(2014) David W. Bates et al.   HEALTH AFFAIRS

Trust in Automation

(2014) Kevin Anthony Hoff et al.   HUMAN FACTORS

A Clinical Case of Electronic Health Record Drug Alert Fatigue: Consequences for Patient Outcome

(2013) C. W. Carspecken et al.   PEDIATRICS

Nanoscale crystallization of phase change Ge2Sb2Te5 film with AFM lithography

(2010) JunHo Kim   SCANNING

Grand challenges in clinical decision support

(2007) Dean F. Sittig et al.   JOURNAL OF BIOMEDICAL INFORMATICS