Publication:

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

Date

Date

Date
2019
Journal Article
Published version

Citations

Citation copied

Sheikhalishahi, S., Miotto, R., Dudley, J. T., Lavelli, A., Rinaldi, F., & Osmani, V. (2019). Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. JMIR Medical Informatics, 7, e12239. https://doi.org/10.2196/12239

Abstract

Abstract

Abstract

Background: Novel approaches that complement and go beyond evidence-based medicine are required in the domain of chronic diseases, given the growing incidence of such conditions on the worldwide population. A promising avenue is the secondary use of electronic health records (EHRs), where patient data are analyzed to conduct clinical and translational research. Methods based on machine learning to process EHRs are resulting in improved understanding of patient clinical trajectories and chronic disease risk prediction, creating a uniqu

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1 since deposited on 2020-01-13
Acq. date: 2025-11-12

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1 since deposited on 2020-01-13
Acq. date: 2025-11-12

Additional indexing

Creators (Authors)

  • Sheikhalishahi, Seyedmostafa
    affiliation.icon.alt
  • Miotto, Riccardo
    affiliation.icon.alt
  • Dudley, Joel T
    affiliation.icon.alt
  • Lavelli, Alberto
    affiliation.icon.alt
  • Rinaldi, Fabio
    affiliation.icon.alt
  • Osmani, Venet
    affiliation.icon.alt

Journal/Series Title

Journal/Series Title

Journal/Series Title

Volume

Volume

Volume
7

Number

Number

Number
2

Page range/Item number

Page range/Item number

Page range/Item number
e12239

Item Type

Item Type

Item Type
Journal Article

Dewey Decimal Classifikation

Dewey Decimal Classifikation

Dewey Decimal Classifikation

Keywords

electronic health records, clinical notes, chronic diseases, natural language processing, machine learning, deep learning, heart disease, stroke, cancer, diabetes, lung disease

Language

Language

Language
English

Publication date

Publication date

Publication date
2019-04

Date available

Date available

Date available
2020-01-13

Publisher

Publisher

Publisher

ISSN or e-ISSN

ISSN or e-ISSN

ISSN or e-ISSN
2291-9694

OA Status

OA Status

OA Status
Gold

Free Access at

Free Access at

Free Access at
Pubmed ID

PubMed ID

PubMed ID

PubMed ID

Metrics

Downloads

1 since deposited on 2020-01-13
Acq. date: 2025-11-12

Views

1 since deposited on 2020-01-13
Acq. date: 2025-11-12

Citations

Citation copied

Sheikhalishahi, S., Miotto, R., Dudley, J. T., Lavelli, A., Rinaldi, F., & Osmani, V. (2019). Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review. JMIR Medical Informatics, 7, e12239. https://doi.org/10.2196/12239

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