Can ChatGPT be Trusted for Consulting? Uncovering Doctor's Perceptions Using Deep Learning Techniques.

Journal: Annals of biomedical engineering
Published Date:

Abstract

Since the introduction of ChatGPT by OpenAI in late 2022, the question of whether doctors can employ it for consultation has been a subject of debate. ChatGPT is a deep learning model trained on a vast dataset, but concerns about the reliability of its output have been a subject of debate in recent times. In this article, we have employed cutting-edge bidirectional encoder representations from transformers (BERT) sentiment analysis and topic modeling techniques to comprehend doctors' attitudes toward using ChatGPT in consultation.

Authors

  • S V Praveen
    Xavier Institute of Entrepreneurship and Management, Bangalore, Karnataka, India. Electronic address: praveenscissci@gmail.com.
  • Vajratiya Vajrobol
    Institute of Informatics and Communication, University of Delhi-South Campus, New Delhi, India.