Combining patient visual timelines with deep learning to predict mortality

Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography

(2018) Germán González et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

What This Computer Needs Is a Physician

(2018) Abraham Verghese et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes

(2017) Daniel Shu Wei Ting et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Predicting healthcare trajectories from medical records: A deep learning approach

(2017) Trang Pham et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis

(2017) Benjamin Shickel et al.   IEEE Journal of Biomedical and Health Informatics

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

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

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

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Deep learning

(2015) Yann LeCun et al.   NATURE

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