Confederated learning in healthcare: training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale Health System Intelligence

Phenotype risk scores identify patients with unrecognized Mendelian disease patterns

(2018) Lisa Bastarache et al.   SCIENCE

On the Effectiveness of Least Squares Generative Adversarial Networks

(2018) Xudong Mao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record

(2017) Zhen Hu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

European Reference networks for rare diseases: what is the conceptual framework?

(2017) Véronique Héon-Klin   Orphanet Journal of Rare Diseases

The Undiagnosed Diseases Network of the National Institutes of Health

(2015) William A. Gahl et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): Architecture

(2014) K. D. Mandl et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Learning Cross-Media Joint Representation With Sparse and Semisupervised Regularization

(2013) Xiaohua Zhai et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2)

(2010) S. N. Murphy et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Achieving a Nationwide Learning Health System

(2010) C. P. Friedman et al.   Science Translational Medicine