这项研究将发表在2022年8月的《Future Generation Computer Systems》上,文章标题为“The explainability paradox: Challenges for xAI in digital pathology”。 研究理由:了解xAI可解释性悖论 “在确定用于医学成像应用的可解释AI的有前景的研究方向时,我们发现该领域的工作很少基于对用户与xAI系统的潜在交互的理解。”...
Digital pathology, the process of digitizing pathology slides for analysis, has revolutionized the field of pathology. Artificial analysis on digital pathology slides involves the application of machine learning algorithms and artificial intelligence (AI) techniques to assist pathologists in diagnosing diseases...
Digital pathologyRecent advances in artificial intelligence show tremendous promise to improve the accuracy, reproducibility, and availability of medical diagnostics across a number of medical subspecialities. This is especially true in the field of digital pathology, which has recently witnessed a surge ...
兴业证券,追本溯源,长期被忽略的“医学之本” ——病理诊断行业深度报告 Kaustav Bera .et al. Artificial intelligence in digital pathology — new tools for diagnosis and precision oncology doi:10.1038/s41571-019-0252-y. 人工智能
NVIDIA Clara™ is a suite of AI-powered computing platforms designed specifically for healthcare and life sciences applications. It offers solutions across various domains, including medical imaging, genomics, drug discovery, medical devices, and digital health. ...
[2] Bera K, Schalper KA, Rimm DL, Velcheti V, Madabhushi A. Artificial intelligence in digital pathology - new tools for diagnosis and precision oncology. Nat Rev Clin Oncol. 2019 Nov;16(11):703-715. doi: 10.1038/s41571-019-0252-y. Epub 2019 Aug 9. PMID: 31399699; PMCID: PMC68...
Digital Pathology Sherri Heffner, CT ASCP Olga Colgan, PhD Colin Doolan, BSc Digital pathology incorporates the acquisition, management, sharing and interpretation of pathology information — including slides and data — in a digital environment. ...
数字病理(Digital Pathology)是指将计算机和网络应用于病理学领域,将现代数字系统与传统光学放大装置有机结合的技术。它通过全自动显微镜或光学放大系统扫描采集得到高分辨数字图像,再应用计算机对得到的图像自动进行高精度多视野无缝隙拼接和处理,获得优质的可视化数据,以应用于病理学的各个领域。 图片来自《J Pathol Info...
AI+数字化病理图片用于肿瘤免疫 : Artificial intelligence and digital pathology: Opportunities and implications ... 一、肿瘤免疫治疗biomarker PD-L1 2.TMB 3. MSI 4.复合标志物优于单个标志物,但也需考虑成本和复杂度及可重复性 5. TIL: 不单跟免疫疗效相关,还有跟预后相关的文献是更早的一批。但早期的...
Histoindex provides AI digital pathology and histology services to quantify fibrosis in MASH & MASLD. We utilize stain-free, second harmonic generation imaging.