BEHRT: Transformer for Electronic Health Records

Deep learning for electronic health records: A comparative review of multiple deep neural architectures

(2020) Jose Roberto Ayala Solares et al.   JOURNAL OF BIOMEDICAL INFORMATICS

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

(2019) Diego Ardila et al.   NATURE MEDICINE

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

(2018) Ryan Poplin et al.   Nature Biomedical Engineering

Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances

(2018) Sumithra Velupillai et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

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

(2018) Eric J. Topol   NATURE MEDICINE

Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records

(2018) Fatemeh Rahimian et al.   PLOS MEDICINE

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

$\mathtt {Deepr}$: A Convolutional Net for Medical Records

(2017) Phuoc Nguyen et al.   IEEE Journal of Biomedical and Health Informatics

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

(2016) Riccardo Miotto et al.   Scientific Reports

Data Resource Profile: Clinical Practice Research Datalink (CPRD)

(2015) Emily Herrett et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Learning vector representation of medical objects via EMR-driven nonnegative restricted Boltzmann machines (eNRBM)

(2015) Truyen Tran et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Usual blood pressure, peripheral arterial disease, and vascular risk: cohort study of 4.2 million adults

(2015) Connor A Emdin et al.   BMJ-British Medical Journal

Usual blood pressure, peripheral arterial disease, and vascular risk: cohort study of 4.2 million adults

(2015) Connor A Emdin et al.   BMJ-British Medical Journal