Détails Publication
Towards a Chatbot for Medical Diagnosis Based on Patient Symptoms,
Lien de l'article: doi:10.3233/SHTI240570
Discipline: Informatique et sciences de l'information
Auteur(s): Kisito KABORE, Omar SAWADOGO, Yaya TRAORE, Julie THIOMBIANO
Renseignée par : KABORE Kiswendsida Kisito
Résumé

The advent of artificial intelligence has positively transformed many
areas of our lives, including the medical field. In this article, we propose the
development of a medical diagnosis chatbot based on patients' symptoms, using
artificial intelligence as an innovative solution. The aim of this tool is to provide
doctors with a preliminary diagnosis based on the symptoms presented by patients.
Our proposal involves first building models to be used for predicting diseases, and
then using a llama-inspired model to generate the medical report and prescription.
The chatbot system was implemented using Python, HTML, CSS and JavaScript,
with FastAPI for the RESTful API and PostgreSQL for data management. The
results highlight the potential of AI to improve healthcare services, especially in
areas where resources are limited.

Mots-clés

AI, Machine Learning, Chatbot, Medical diagnosis

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