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Can ChatGPT be Trusted for Consulting? Uncovering Doctor's Perceptions Using Deep Learning Techniques
S V Praveen1, Vajratiya Vajrobol2
1Department of Analytics, Xavier Institute of Management and Entrepreneurship, Bangalore, India. praveenscissci@gmail.com.
Annals of Biomedical Engineering
|May 19, 2023
Summary
Doctors are debating the use of ChatGPT for consultations. This study uses BERT sentiment analysis and topic modeling to understand physician attitudes toward this artificial intelligence tool in clinical settings.
Area of Science:
- Artificial Intelligence in Medicine
- Natural Language Processing in Healthcare
Background:
- OpenAI's ChatGPT, introduced in late 2022, has raised questions about its utility in medical consultations.
- Concerns regarding the reliability of AI-generated medical information are prevalent.
- Understanding physician perspectives is crucial for the ethical integration of AI tools.

