Evaluating advanced AI reasoning models: ChatGPT-4.0 and DeepSeek-R1 diagnostic performance in otolaryngology: a comparative analysis
Both ChatGPT-4.0 and DeepSeek-R1 demonstrated significant diagnostic potential but revealed limitations in precision, comprehensiveness, and nuanced clinical reasoning. Their clinical utility remains restricted, highlighting a continued need for AI refinement to enhance patient-specific decision-making capabilities in otolaryngology.
Authors
- Elizabeth Franzmann (ORCID: https://orcid.org/0000-0002-6171-9380)
- Ryan Chen (ORCID: https://orcid.org/0000-0003-0027-483X)
- Luke J. Pasick (ORCID: https://orcid.org/0000-0003-1776-1730)
- Jake Langlie (ORCID: https://orcid.org/0000-0003-0697-8774)
- Soumil Prasad
Institutions
- University of Miami (US)
Publication Details
- Journal
- American Journal of Otolaryngology
- Published
- 2025-05-06
- DOI
- https://doi.org/10.1016/j.amjoto.2025.104667
- Citations
- 8
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 5.23