By the end of this week, you will prepare 3D MRI data, implement an appropriate loss function for image segmentation, and apply a pre-trained U-net model to segment tumor regions in 3D brain MRI images. AI for Medicine Specialization Medical Diagnosis AI Artificial Intelligence Image Segmentation...
AI for medical diagnosis: does a single negative trial mean it is ineffective?doi:10.1016/j.landig.2025.01.005Olga KostopoulouBrendan DelaneyThe Lancet Digital Health
研究者收集了自 2013 年 7 月至 2024 年 4 月期间斯坦福医疗保健中心及 22 家附属机构的 10,665 名乳腺癌和 14,884 名皮肤癌患者在 EHR 发表的留言信息数据,这些信息经过匿名化处理。在诸多留言信息中,研究者仅选择了被明确标记...
参考资料：[1] KUNG T H, CHEATHAM M, MEDENILLA A, et al. Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language models [J]. PLOS Digit Health, 2023, 2(2): e0000198.[2] 顾久驭. 基于卷积神经网络和迁移学习的医学影像辅助诊断研究 [D]; 山东大学...
22 论文题目：An interpretable model based on graph learning for diagnosis of Parkinson’s disease with voice-related EEG, 2024.01 中文解读：帕金森早期诊断准确率提高至 90.2%，深圳先进院联合中山一院提出 GSP-GCNs 模型研究内容：中山大学附属第一医院&中科大先进院等研究团队，提出了一种深度学习模型——...
论文题目:A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular marker discovery of gliomas, 2024.06 中文解读:水平直逼高级病理学家!清华团队提出AI基础模型ROAM,实现胶质瘤精准...
22. Song M, Wang J, Yu Z, et al. PneumoLLM: Harnessing the power of large language model for pneumoconiosis diagnosis. Med Image Anal 2024;97:103248. 23. Gong S, Zhong Y, Ma W, et al. 3DSAM-adapter: Holistic adaptation of SA...
Imaging analysis for the gastrointestinal tract. Motilent London - UK Biopsy Lab Standardized and objective assessment of bone diseases using state-of-the-art. ImageBiopsy Lab - IB Lab GmbH Wien - Austria Medimsight, an innovative start up to revolutionize medical diagnosis. ...
12月11日Nature Medicine最新的研究报道“Self-improving generative foundation model for synthetic medical image generation and clinical applications”,一个名为MINIM的生成式基础模型被提出,该模型可以根据文本指令生成高质量、多样化的医学影像,...
https://medicalxpress.com/news/2022-01-large-international-ai-accurately-prostate.html Bulten, W., et al. (2022) Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge. Nature Medicine. doi.org/10.1038/s41591-021-01620-2....