Using natural language processing to link patients' narratives to visual capabilities and sentiments.

Journal: Optometry and vision science : official publication of the American Academy of Optometry

PMID: 38990236

Abstract

SIGNIFICANCE: Analyzing narratives in patients' medical records using a framework that combines natural language processing (NLP) and machine learning may help uncover the underlying patterns of patients' visual capabilities and challenges that they are facing and could be useful in analyzing big data in optometric research.

Authors

Dongcheng He
Susana T L Chung

Herbert Wertheim School of Optometry and Vision Science, University of California, Berkeley, Berkeley, California.

Keywords

Activities of Daily Living Aged Female Humans Machine Learning Male Middle Aged Narration Natural Language Processing Vision, Low Visual Acuity

External Resources

View on PubMed Access via DOI PubMed (38990236)

Using natural language processing to link patients' narratives to visual capabilities and sentiments.

Abstract

Authors

Keywords

External Resources

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