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Evaluation of ChatGPT-Generated Differential Diagnosis for Common Diseases With Atypical Presentation: Descriptive Research
9
Zitationen
29
Autoren
2024
Jahr
Abstract
ChatGPT-4 demonstrates potential as an auxiliary tool for diagnosing typical and mildly atypical presentations of common diseases. However, its performance declines with greater atypicality. The study findings underscore the need for AI systems to encompass a broader range of linguistic capabilities, cultural understanding, and diverse clinical scenarios to improve diagnostic utility in real-world settings.
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Autoren
- Kiyoshi Shikino
- Taro Shimizu
- Yuki Otsuka
- Masaki Tago
- Hiromizu Takahashi
- Takashi Watari
- Yosuke Sasaki
- Gemmei Iizuka
- H Tamura
- Koichi Nakashima
- Kotaro Kunitomo
- Morika Suzuki
- S Aoyama
- Shintaro Kosaka
- Teiko Kawahigashi
- Tomohiro Matsumoto
- Fumina Orihara
- Toru Morikawa
- Toshinori Nishizawa
- Yoji Hoshina
- Yu Yamamoto
- Yuichiro Matsuo
- Yuto Unoki
- Hirofumi Kimura
- Midori Tokushima
- Satoshi Watanuki
- Takuma Saito
- Fumio Otsuka
- Yasuharu Tokuda
Institutionen
- Chiba University(JP)
- Chiba University Hospital(JP)
- Dokkyo Medical University(JP)
- Okayama University(JP)
- Saga University(JP)
- Kyoto University Hospital(JP)
- Toho University(JP)
- Kumamoto Medical Center(JP)
- National Hospital Organization(JP)
- Sendai Medical Center(JP)
- University of Utah(US)
- Tokyo Metropolitan Hiroo Hospital(JP)
- Baylor College of Medicine(US)
- Nerima General Hospital(JP)
- Nara City Hospital(JP)
- St. Luke's International Hospital(JP)
- Jichi Medical University(JP)
- The University of Tokyo(JP)
- Aso Iizuka Hospital(JP)
- Tokyo Metropolitan Tama Medical Center(JP)
- Foundation for Advanced Studies on International Development(JP)
- Okinawa Red Cross Hospital(JP)