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Training ChatGPT Models in Assisting Urologists in Daily Practice.

Ioannis Manolitsis1, Georgios Feretzakis2,3, Lazaros Tzelves1

  • 1Second Department of Urology, National and Kapodistrian University of Athens, Sismanogleio General Hospital, Athens, Greece.

Studies in Health Technology and Informatics
|June 30, 2023
PubMed
Summary
This summary is machine-generated.

This study shows a custom-trained ChatGPT API 3.5 Turbo model significantly improves urologists' access to accurate medical information. The AI provides precise answers, enhancing patient care through efficient data retrieval.

Keywords:
Artificial IntelligenceChatGPTLarge Language ModelsUrology

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Area of Science:

  • Medical Informatics
  • Artificial Intelligence in Medicine

Background:

  • Artificial Intelligence (AI) offers potential to improve physician accuracy and efficiency.
  • ChatGPT is an AI chatbot utilizing machine learning on large datasets for human interaction.

Purpose of the Study:

  • To compare a custom-trained ChatGPT API 3.5 Turbo model against a general model for assisting urologists.
  • To evaluate the AI's effectiveness in retrieving accurate and valid medical information for urologic subjects.

Main Methods:

  • A Python script accessed the ChatGPT API 3.5 Turbo.
  • The model was custom-trained using the 2023 European Association of Urology (EAU) guidelines in PDF format.
  • Performance was compared to a general AI model for urologic information retrieval.

Main Results:

  • The custom-trained ChatGPT model provided more precise and prompt answers for urologic inquiries.
  • The specialized AI demonstrated superior performance in assisting urologists compared to a general model.
  • Enhanced information retrieval facilitates better clinical decision-making.

Conclusions:

  • A custom-trained ChatGPT API, based on specific medical guidelines, enhances the accuracy and efficiency of urologists.
  • This AI application can lead to improved patient care by providing timely and precise medical information.
  • AI chatbots show promise as valuable tools in specialized medical fields like urology.