Histological diagnosis of unprocessed breast core-needle biopsy via stimulated Raman scattering microscopy and multi-instance learning
Yifan Yang, Zhijie Liu, Jing Huang, Xiangjie Sun, Jianpeng Ao, Bin Zheng, Wanyuan Chen, Zhi‐Ming Shao, Hao Hu, Yinlong Yang, Minbiao Ji
Abstract
Our results indicate that MIL-assisted SRS microscopy provides rapid and accurate diagnosis on histologically heterogeneous breast CNB, and could potentially help the subsequent management of patients.
Topics & Concepts
BiopsyHistopathologyBreast cancerH&E stainCore biopsyMedicineArtificial intelligencePathologyRadiologyStainingCancerComputer scienceInternal medicineSpectroscopy Techniques in Biomedical and Chemical ResearchAI in cancer detectionDigital Imaging for Blood Diseases