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Uncover This Tech Term: Transformers

  • Amit Gupta (Department of Radiology, Dr. B.R.A. IRCH, All India Institute of Medical Sciences) ;
  • Krithika Rangarajan (Department of Radiology, Dr. B.R.A. IRCH, All India Institute of Medical Sciences)
  • 투고 : 2023.09.26
  • 심사 : 2023.10.30
  • 발행 : 2024.01.01

초록

키워드

참고문헌

  1. Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, et al. Attention is all you need. arXiv:1706.03762 [Preprint]. 2017 [posted Jun 12 2017; cited Sep 14 2023]. Available at: https://doi.org/10.48550/arXiv.1706.03762
  2. Dosovitskiy A, Beyer L, Kolesnikov A, Weissenborn D, Zhai X, Unterthiner T, et al. An image is worth 16x16 words: transformers for image recognition at scale. arXiv:2010.11929 [Preprint]. 2020 [posted Oct 22 2020; reviced Jun 3 2021; cited Sep 14 2023]. Available at: https://doi.org/10.48550/arXiv.2010.11929
  3. Srivastav S, Chandrakar R, Gupta S, Babhulkar V, Agrawal S, Jaiswal A, et al. ChatGPT in radiology: the advantages and limitations of artificial intelligence for medical imaging diagnosis. Cureus 2023;15:e41435
  4. Adams LC, Truhn D, Busch F, Kader A, Niehues SM, Makowski MR, et al. Leveraging GPT-4 for post hoc transformation of free-text radiology reports into structured reporting: a multilingual feasibility study. Radiology 2023;307:e230725
  5. Ueda D, Mitsuyama Y, Takita H, Horiuchi D, Walston SL, Tatekawa H, et al. ChatGPT's diagnostic performance from patient history and imaging findings on the diagnosis please quizzes. Radiology 2023;308:e231040
  6. Jung KH. Uncover this tech term: foundation model. Korean J Radiol 2023;24:1038-1041
  7. Park SH. Use of generative artificial intelligence, including large language models such as ChatGPT, in scientific publications: policies of KJR and prominent authorities. Korean J Radiol 2023;24:715-718
  8. Park SH. Authorship policy of the Korean Journal of Radiology regarding artificial intelligence large language models such as ChatGPT. Korean J Radiol 2023;24:171-172
  9. Shamshad F, Khan S, Zamir SW, Khan MH, Hayat M, Khan FS, et al. Transformers in medical imaging: a survey. Med Image Anal 2023;88:102802
  10. Kirillov A, Mintun E, Ravi N, Mao H, Rolland C, Gustafson L, et al. Segment anything. arXiv:2304.02643 [Preprint]. 2023 [posted Apr 5 2023; cited Sep 14 2023]. Available at: http://arxiv.org/abs/2304.02643