Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

Autor: Jin, Qiao, Chen, Fangyuan, Zhou, Yiliang, Xu, Ziyang, Cheung, Justin M., Chen, Robert, Summers, Ronald M., Rousseau, Justin F., Ni, Peiyun, Landsman, Marc J, Baxter, Sally L., Al'Aref, Subhi J., Li, Yijia, Chen, Alex, Brejt, Josef A., Chiang, Michael F., Peng, Yifan, Lu, Zhiyong

Publikováno v: npj Digital Medicine, 2024

Recent studies indicate that Generative Pre-trained Transformer 4 with Vision (GPT-4V) outperforms human physicians in medical challenge tasks. However, these evaluations primarily focused on the accuracy of multi-choice questions alone. Our study ex

Externí odkaz: http://arxiv.org/abs/2401.08396

Heart failure, post-hospital mortality and renal function in Tanzania: A prospective cohort study

Autor: Kingery, Justin R., Yango, Missana, Wajanga, Bahati, Kalokola, Fredrick, Brejt, Josef, Kataraihya, Johannes, Peck, Robert

Publikováno v: In International Journal of Cardiology 15 September 2017 243:311-317

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Hidden Flaws Behind Expert-Level Accuracy of Multimodal GPT-4 Vision in Medicine.

Autor: Jin Q; National Library of Medicine, National Institutes of Health, Bethesda, MD, USA., Chen F; University of Pittsburgh, Pittsburgh, PA, USA., Zhou Y; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Xu Z; Ronald O. Perelman Department of Dermatology, New York University Grossman School of Medicine, New York City, NY, USA., Cheung JM; Department of Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA., Chen R; Pathology & Laboratory Medicine, Weill Cornell Medicine, New York, NY, USA., Summers RM; Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Department of Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD, USA., Rousseau JF; Department of Neurology, Peter O'Donnell Jr. Brain Institute, UT Southwestern Medical Center, Dallas, TX, USA., Ni P; Division of Gastroenterology, Department of Medicine, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA., Landsman MJ; Division of Gastroenterology, Department of Medicine, Metrohealth Medical Center, Cleveland, OH, USA. Case Western Reserve University School of Medicine, Cleveland, OH, USA., Baxter SL; Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology and Shiley Eye Institute, University of California San Diego, La Jolla, CA, USA., Al'Aref SJ; Division of Cardiology, Department of Internal Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA., Li Y; University of Pittsburgh Medical Center, Pittsburgh, PA, USA., Chen A; Department of Internal Medicine, Weill Cornell Medicine, New York, NY, USA., Brejt JA; Department of Internal Medicine, Weill Cornell Medicine, New York, NY, USA., Chiang MF; National Eye Institute, National Institutes of Health, Bethesda, MD, USA., Peng Y; Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA., Lu Z; National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.

Publikováno v: ArXiv [ArXiv] 2024 Aug 31. Date of Electronic Publication: 2024 Aug 31.