Using Natural Language Processing Technologies to Improve Communication Skills of Medical Students and Future Doctors

This study examines natural language processing (NLP) methods designed to enhance communicative competence among students and future doctors enrolled in higher medical education programs. By integrating state-of-the-art NLP tools into instruction, the approach strengthens interpersonal communication and academic language proficiency within both clinical and classroom contexts. Empirical results indicate that the use of NLP supports the development of professional communication skills, an essential component of high-quality training for future physicians and allied health professionals. These findings suggest practical avenues for curriculum optimization in medical education.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-20
DOI
https://doi.org/10.5281/zenodo.17104216
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Using Natural Language Processing Technologies to Improve Communication Skills of Medical Students and Future Doctors

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Using Natural Language Processing Technologies to Improve Communication Skills of Medical Students and Future Doctors

article en

Abstract

This study examines natural language processing (NLP) methods designed to enhance communicative competence among students and future doctors enrolled in higher medical education programs. By integrating state-of-the-art NLP tools into instruction, the approach strengthens interpersonal communication and academic language proficiency within both clinical and classroom contexts. Empirical results indicate that the use of NLP supports the development of professional communication skills, an essential component of high-quality training for future physicians and allied health professionals. These findings suggest practical avenues for curriculum optimization in medical education.

Zenodo (CERN European Organization for Nuclear Research)
Sumy State University (UA), Shupyk National Healthcare University of Ukraine (UA), Kremenchuk Mykhailo Ostrohradskyi National University (UA)
Quality Education
Openalex Percentile: Top 44%
Geochemistry and Geologic Mapping
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