(Q89075971)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

title

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

1 reference

1 reference

electronic health records

1 reference

Cao Xiao

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

Edward Choi

series ordinal

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

Jimeng Sun

series ordinal

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

publication date

1 October 2018

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

Journal of the American Medical Informatics Association

31 March 2020

published in

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

volume

25

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

issue

10

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

page(s)

1419-1428

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

Creative Commons Attribution-NonCommercial 4.0 International

31 March 2020

copyright license

start time

8 June 2018

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

describes a project that uses

electronic health records

1 reference

inferred from title

cites work

Long short-term memory

1 reference

12 December 2020

Computational phenotype discovery using unsupervised feature learning over noisy, sparse, and irregular clinical data

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12 December 2020

Deep learning of the tissue-regulated splicing code

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RNA splicing. The human splicing code reveals new insights into the genetic determinants of disease

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

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A comparison of models for predicting early hospital readmissions

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Learning Low-Dimensional Representations of Medical Concepts

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12 December 2020

Semi-supervised learning of the electronic health record for phenotype stratification

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12 December 2020

Bidirectional RNN for Medical Event Detection in Electronic Health Records

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MISSING DATA IMPUTATION IN THE ELECTRONIC HEALTH RECORD USING DEEPLY LEARNED AUTOENCODERS.

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12 December 2020

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

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12 December 2020

Deepr: A Convolutional Net for Medical Records

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12 December 2020

Structured prediction models for RNN based sequence labeling in clinical text

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12 December 2020

De-identification of patient notes with recurrent neural networks

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12 December 2020

Dermatologist-level classification of skin cancer with deep neural networks

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12 December 2020

The effects of deep network topology on mortality prediction.

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12 December 2020

Interpretable Deep Models for ICU Outcome Prediction

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Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

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Predicting healthcare trajectories from medical records: A deep learning approach

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De-identification of clinical notes via recurrent neural network and conditional random field

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Recurrent neural networks for classifying relations in clinical notes.

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A regularized deep learning approach for clinical risk prediction of acute coronary syndrome using electronic health records.

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A survey on deep learning in medical image analysis

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Deep Learning from EEG Reports for Inferring Underspecified Information

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Word2Vec inversion and traditional text classifiers for phenotyping lupus.

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12 December 2020

Learning representations for the early detection of sepsis with deep neural networks

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12 December 2020

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.

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12 December 2020

Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes.

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12 December 2020

Predicting age by mining electronic medical records with deep learning characterizes differences between chronological and physiological age.

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12 December 2020

Automated disease cohort selection using word embeddings from Electronic Health Records

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DeepIED: An epileptic discharge detector for EEG-fMRI based on deep learning.

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Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data.

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12 December 2020

Opportunities and obstacles for deep learning in biology and medicine.

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12 December 2020

Identifiers

DOI

10.1093/JAMIA/OCY068

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

DBLP publication ID

journals/jamia/XiaoCS18

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29893864%20AND%20SRC:MED&resulttype=core&format=json

31 March 2020

PubMed publication ID

29893864

1 reference