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

Benjamin Shickel; Patrick Tighe; Azra Bihorac; Parisa Rashidi

doi:https://doi.org/10.1109/jbhi.2017.2767063

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

2017 · IEEE Journal of Biomedical and Health Informatics · 1,693 citations · 4 from inside this corpus

Benjamin Shickel, Patrick Tighe, Azra Bihorac, Parisa Rashidi

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

10 of 10 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

A guide to deep learning in healthcare→Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…Legacy edge — source detail unavailable
Scalable and accurate deep learning with electronic health records→Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…Legacy edge — source detail unavailable
Scalable and accurate deep learning with electronic health records→Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…Legacy edge — source detail unavailable
Federated Learning for Internet of Things: A Comprehensive Survey→Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…Legacy edge — source detail unavailable
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…→Efficient Estimation of Word Representations in Vector SpaceLegacy edge — source detail unavailable
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…→Machine learning a probabilistic perspectiveLegacy edge — source detail unavailable
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…→Deep Learning in Medical Image AnalysisLegacy edge — source detail unavailable
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…→A few useful things to know about machine learningLegacy edge — source detail unavailable
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…→Deep Learning for Health InformaticsLegacy edge — source detail unavailable
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health R…→Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the E…Legacy edge — source detail unavailable
Deep Learning for Health Informatics→A few useful things to know about machine learningLegacy edge — source detail unavailable
Deep Learning for Health Informatics→Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the E…Legacy edge — source detail unavailable
Scalable and accurate deep learning with electronic health records→Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the E…Legacy edge — source detail unavailable
A guide to deep learning in healthcare→Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the E…Legacy edge — source detail unavailable
A guide to deep learning in healthcare→Scalable and accurate deep learning with electronic health recordsLegacy edge — source detail unavailable
A guide to deep learning in healthcare→Scalable and accurate deep learning with electronic health recordsLegacy edge — source detail unavailable
Scalable and accurate deep learning with electronic health records→Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the E…Legacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
Efficient Estimation of Word Representations in Vector Space	2013	18,186
Machine learning a probabilistic perspective	2012	9,324
Deep Learning in Medical Image Analysis	2017	4,917
A few useful things to know about machine learning	2012	3,338
Deep Learning for Health Informatics	2016	2,015
Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the E…	2016	1,785

What cites it, inside the corpus

Paper	Year	Cited
A guide to deep learning in healthcare	2018	5,126
Scalable and accurate deep learning with electronic health records	2018	2,574
Scalable and accurate deep learning with electronic health records	2018	2,398
Federated Learning for Internet of Things: A Comprehensive Survey	2021	1,465

Links

Download BibTeX · Download RIS · DOI · Open access copy · OpenAlex record

Topics

Machine Learning in Healthcare	Computer Science
Electronic Health Records Systems	Health Professions
Biomedical Text Mining and Ontologies	Biochemistry, Genetics and Molecular Biology

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complete

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supports4 author record(s) attached.
supports82 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:56+00:00.

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