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

Impact of Electronic Acute Kidney Injury (AKI) Alerts With Automated Nephrologist Consultation on Detection and Severity of AKI: A Quality Improvement Study

(2018) Sehoon Park et al.   AMERICAN JOURNAL OF KIDNEY DISEASES

MySurgeryRisk

(2018) Azra Bihorac et al.   ANNALS OF SURGERY

The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model*

(2018) Jay L. Koyner et al.   CRITICAL CARE MEDICINE

Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes

(2018) Ahmed M. Alaa et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Rethinking the medical record

(2018) Amalio Telenti et al.   LANCET

Clinically applicable deep learning for diagnosis and referral in retinal disease

(2018) Jeffrey De Fauw et al.   NATURE MEDICINE

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care

(2018) Matthieu Komorowski et al.   NATURE MEDICINE

SP428A RANDOMIZED, SINGLE-CENTER, DOUBLE-BLIND, PLACEBO-CONTROLLED, MULTIPLE-DOSE, PHASE 1 STUDY TO EVALUATE THE SAFETY, PHARMACOKINETICS (PK), AND PHARMACODYNAMICS (PD) OF TAK-272 IN HEALTHY ADULT NON-ELDERLY AND ELDERLY MALE SUBJECTS

(2017) K Matsuno et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

Development of a Multicenter Ward-Based AKI Prediction Model

(2016) J. L. Koyner et al.   Clinical Journal of the American Society of Nephrology

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

Machine Learning and Decision Support in Critical Care

(2016) Alistair E. W. Johnson et al.   PROCEEDINGS OF THE IEEE

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

(2016) Riccardo Miotto et al.   Scientific Reports

Risk prediction for chronic kidney disease progression using heterogeneous electronic health record data and time series analysis

(2015) Adler Perotte et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

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

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

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Biomarkers of AKI: A Review of Mechanistic Relevance and Potential Therapeutic Implications

(2014) J. L. Alge et al.   Clinical Journal of the American Society of Nephrology

Acute Kidney Injury and Mortality in Hospitalized Patients

(2012) Henry E. Wang et al.   AMERICAN JOURNAL OF NEPHROLOGY

NCEPOD report on acute kidney injury—must do better

(2009) Alison MacLeod   LANCET