AI-powered medical decision support system that does not require internet access for use in rural and remote areas

The work is devoted to assessing the possibility of using a large open-source language model running on a local computer as an additional source of information for a doctor in matters of diagnosis and treatment of diseases. Preloaded texts of clinical guide lines (arterial hypertension and diabetes mellitus) were used. Testing showed acceptable accuracy of neural network responses. It is assumed that the created support system for medical decision-making can be used by medical workers in rural areas without access to the Internet.

Authors

Publication Details

Journal
Glavvrač (Chief Medical Officer)
Published
2025-03-22
DOI
https://doi.org/10.33920/med-03-2504-20
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
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article

AI-powered medical decision support system that does not require internet access for use in rural and remote areas

Evgeny Frolov
Glavvrač (Chief Medical Officer)
Artificial Intelligence in Healthcare
article

AI-powered medical decision support system that does not require internet access for use in rural and remote areas

Evgeny Frolov
article en

Abstract

The work is devoted to assessing the possibility of using a large open-source language model running on a local computer as an additional source of information for a doctor in matters of diagnosis and treatment of diseases. Preloaded texts of clinical guide lines (arterial hypertension and diabetes mellitus) were used. Testing showed acceptable accuracy of neural network responses. It is assumed that the created support system for medical decision-making can be used by medical workers in rural areas without access to the Internet.

Glavvrač (Chief Medical Officer)(4)
Openalex Percentile: Top 87%
Artificial Intelligence in Healthcare
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AI-powered medical decision support system that does not require internet access for use in rural and remote areas — Evgeny Frolov · Glavvrač (Chief Medical Officer) (2025) | TGRS Research Map | TGRS