(Q55950351)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

title

Scalable and accurate deep learning with electronic health records (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

electronic health records

25 April 2020

main subject

deep learning

0 references

1 reference

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

31

Atul J Butte

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

18

Quoc Le

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

34

Greg S Corrado

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

30

Nigam H Shah

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

35

Jeffrey Dean

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

author name string

Eyal Oren

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Kai Chen

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Nissan Hajaj

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Michaela Hardt

6

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Xiaobing Liu

8

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Jake Marcus

9

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Mimi Sun

10

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Patrik Sundberg

11

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Hector Yee

12

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Kun Zhang

13

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Yi Zhang

14

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Gerardo Flores

15

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Jamie Irvine

17

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Kurt Litsch

19

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Alexander Mossin

20

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Justin Tansuwan

21

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

De Wang

22

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

James Wexler

23

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Jimbo Wilson

24

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Dana Ludwig

25

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Katherine Chou

27

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Michael Pearson

28

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Srinivasan Madabushi

29

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Claire Cui

33

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Andrew M Dai

4

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Peter J Liu

7

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Gavin E Duggan

16

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Samuel L Volchenboum

26

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

Michael D Howell

32

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

publication date

8 May 2018

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

volume

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

issue

1

0 references

page(s)

18

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

Creative Commons Attribution 4.0 International

25 April 2020

copyright license

start time

8 May 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

Beyond Genes and Molecules - A Precision Delivery Initiative for Precision Medicine

inferred from title

cites work

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Integrating Predictive Analytics Into High-Value Care: The Dawn of Precision Delivery

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Big data in health care: using analytics to identify and manage high-risk and high-cost patients

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Big data and new knowledge in medicine: the thinking, training, and tools needed for a learning health system

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Precision medicine--personalized, problematic, and promising

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Insights into the problem of alarm fatigue with physiologic monitor devices: a comprehensive observational study of consecutive intensive care unit patients

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Redesigning hospital alarms for patient safety: alarmed and potentially dangerous

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Systemic inflammatory response syndrome criteria in defining severe sepsis

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

1 reference

7 January 2021

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

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Representation learning: a review and new perspectives

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Medical Records That Guide and Teach

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Electronic Health Record Adoption In US Hospitals: Progress Continues, But Challenges Persist

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Infectious Diseases Society of America/American Thoracic Society Consensus Guidelines on the Management of Community-Acquired Pneumonia in Adults

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

British Thoracic Society community acquired pneumonia guideline and the NICE pneumonia guideline: how they fit together

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Sustained effectiveness of a primary-team-based rapid response system

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Semantic processing of EHR data for clinical research.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

SMART on FHIR: a standards-based, interoperable apps platform for electronic health records

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

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

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

MIMIC-III, a freely accessible critical care database

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

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

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Using electronic health record data to develop inpatient mortality predictive model: Acute Laboratory Risk of Mortality Score (ALaRMS).

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Predicting all-cause readmissions using electronic health record data from the entire hospitalization: Model development and comparison

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Length of stay predictions: improvements through the use of automated laboratory and comorbidity variables

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Validation of an abbreviated Vitalpac™ Early Warning Score (ViEWS) in 75,419 consecutive admissions to a Canadian regional hospital.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Risk-adjusting hospital inpatient mortality using automated inpatient, outpatient, and laboratory databases

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Procedure-based severity index for inpatients: development and validation using administrative database

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Modifying ICD-9-CM coding of secondary diagnoses to improve risk-adjustment of inpatient mortality rates

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

The ability of the National Early Warning Score (NEWS) to discriminate patients at risk of early cardiac arrest, unanticipated intensive care unit admission, and death

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Real-Time Automated Sampling of Electronic Medical Records Predicts Hospital Mortality

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Development and validation of a continuous measure of patient condition using the Electronic Medical Record

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Measuring the modified early warning score and the Rothman index: advantages of utilizing the electronic medical record in an early warning system

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Predictive model of readmission to internal medicine wards.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

A predictive analytics approach to reducing 30-day avoidable readmissions among patients with heart failure, acute myocardial infarction, pneumonia, or COPD.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Development of an automated model to predict the risk of elderly emergency medical admissions within a month following an index hospital visit: a Hong Kong experience

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

A public-private partnership develops and externally validates a 30-day hospital readmission risk prediction model

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Functional status before and during acute hospitalization and readmission risk identification

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

An Absolute Risk Prediction Model to Determine Unplanned Cardiovascular Readmissions for Adults with Chronic Heart Failure

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

A scoring system to predict readmission of patients with acute pancreatitis to the hospital within thirty days of discharge.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Posthospital care transitions: patterns, complications, and risk identification

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Risk factors for unplanned hospital readmission in otolaryngology patients

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Mining high-dimensional administrative claims data to predict early hospital readmissions

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

A comparison of models for predicting early hospital readmissions

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Potentially avoidable 30-day hospital readmissions in medical patients: derivation and validation of a prediction model

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Diagnosis code assignment: models and evaluation metrics

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Data Acquisition, Curation, and Use for a Continuously Learning Health System

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Transforming from centers of learning to learning health systems: the challenge for academic health centers

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

The HITECH Era in Retrospect.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Predicting the Future - Big Data, Machine Learning, and Clinical Medicine

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Nonelective Rehospitalizations and Postdischarge Mortality: Predictive Models Suitable for Use in Real Time

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

APACHE II: a severity of disease classification system

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Risk prediction models for hospital readmission: a systematic review

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Long short-term memory

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Ensemble-based classifiers

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Unintended Consequences of Machine Learning in Medicine.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Evaluating Discrimination of Risk Prediction Models: The C Statistic.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Assessing the calibration of mortality benchmarks in critical care: The Hosmer-Lemeshow test revisited

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

Why the C-statistic is not informative to evaluate early warning scores and what metrics to use.

1 reference

https://api.crossref.org/works/10.1038%2FS41746-018-0029-1

7 January 2021

The Braden Scale for Predicting Pressure Sore Risk.

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/31304302

12 December 2020

inferred from PubMed ID database lookup

1 reference

https://pubmed.ncbi.nlm.nih.gov/31304302

12 December 2020

inferred from PubMed ID database lookup

Identifiers

DOI

10.1038/S41746-018-0029-1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

0 references

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31304302%20AND%20SRC:MED&resulttype=core&format=json

25 April 2020

PubMed publication ID

31304302

1 reference