This paper is in the following e-collection/theme issue:

Artificial Intelligence (2087) Imaging Informatics (296) Decision Support for Health Professionals (1517) New Methods (1127) Generative Language Models Including ChatGPT (682)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58741, first published .
Using Natural Language Processing (GPT-4) for Computed Tomography Image Analysis of Cerebral Hemorrhages in Radiology: Retrospective Analysis

Using Natural Language Processing (GPT-4) for Computed Tomography Image Analysis of Cerebral Hemorrhages in Radiology: Retrospective Analysis

Using Natural Language Processing (GPT-4) for Computed Tomography Image Analysis of Cerebral Hemorrhages in Radiology: Retrospective Analysis

Authors of this article:

Daiwen Zhang1, 2 Author Orcid Image ;   Zixuan Ma1, 2 Author Orcid Image ;   Ru Gong1 Author Orcid Image ;   Liangliang Lian3 Author Orcid Image ;   Yanzhuo Li4 Author Orcid Image ;   Zhenghui He1, 2 Author Orcid Image ;   Yuhan Han1, 2 Author Orcid Image ;   Jiyuan Hui1 Author Orcid Image ;   Jialin Huang2 Author Orcid Image ;   Jiyao Jiang1, 2 Author Orcid Image ;   Weiji Weng1, 2 Author Orcid Image ;   Junfeng Feng1, 2 Author Orcid Image
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Journals

  1. Koyun M, Cevval Z, Reis B, Ece B. Detection of Intracranial Hemorrhage from Computed Tomography Images: Diagnostic Role and Efficacy of ChatGPT-4o. Diagnostics 2025;15(2):143 View
  2. Ozenbas C, Engin D, Altinok T, Akcay E, Aktas U, Tabanli A. ChatGPT-4o's Performance in Brain Tumor Diagnosis and MRI Findings: A Comparative Analysis with Radiologists. Academic Radiology 2025;32(6):3608 View
  3. Xiao J, Li M, Cai R, Huang H, Yu H, Huang L, Li J, Yu T, Zhang J, Cheng S. Smart Pharmaceutical Monitoring System With Personalized Medication Schedules and Self-Management Programs for Patients With Diabetes: Development and Evaluation Study. Journal of Medical Internet Research 2025;27:e56737 View
  4. Xu J, Wang J, Li J, Zhu Z, Fu X, Cai W, Song R, Wang T, Li H. Predicting Immunotherapy Response in Unresectable Hepatocellular Carcinoma: A Comparative Study of Large Language Models and Human Experts. Journal of Medical Systems 2025;49(1) View
  5. Sozer A, Sahin M, Sozer B, Erol G, Tufek O, Nernekli K, Demirtas Z, Celtikci E. Do LLMs Have ‘the Eye’ for MRI? Evaluating GPT-4o, Grok, and Gemini on Brain MRI Performance: First Evaluation of Grok in Medical Imaging and a Comparative Analysis. Diagnostics 2025;15(11):1320 View
  6. Salbas A, Buyuktoka R. Performance of Large Language Models in Recognizing Brain MRI Sequences: A Comparative Analysis of ChatGPT-4o, Claude 4 Opus, and Gemini 2.5 Pro. Diagnostics 2025;15(15):1919 View

Books/Policy Documents

  1. Padma Priya K, Balaji B, Allocius Jeban S, Kasiviswanathan S. Smart Data Intelligence. View