医学 AI

PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction

Manahil Raza, Ayesha Azam, Talha Qaiser, Nasir Rajpoot

机构 * University of Warwick, UK（沃里克大学） 纠错

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.CV

Comments Accepted at ICCV 2025. Copyright 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

FM2S: Towards Spatially-Correlated Noise Modeling in Zero-Shot Fluorescence Microscopy Image Denoising

Jizhihui Liu, Qixun Teng, Qing Ma, Junjun Jiang

机构 * Harbin Institute of Technology（哈尔滨工业大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 病理影像 ：biomedical(abstract)；分类 cs.CV、eess.IV

Comments 14 pages, 10 figures

Journal ref Machine Intelligence Research, 2025

A Quad-Step Approach to Uncertainty-Aware Deep Learning for Skin Cancer Classification

Hamzeh Asgharnezhad, Pegah Tabarisaadi, Abbas Khosravi, Roohallah Alizadehsani, U. Rajendra Acharya

机构 * Deakin University, Australia（德克萨斯大学） ； School of Mathematics, Physics and Computing, University of Southern Queensland, Toowoomba, QLD, Australia（数学、物理与计算学院，南方昆士兰大学，托沃布马） 纠错

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV

Small or Large? Zero-Shot or Finetuned? Guiding Language Model Choice for Specialized Applications in Healthcare

Lovedeep Gondara, Jonathan Simkin, Graham Sayle, Shebnum Devji, Gregory Arbour, Raymond Ng

机构 * British Columbia Cancer Registry Provincial Health Services Authority（不列颠哥伦比亚省癌症登记处省级卫生服务局） ； Data Science Institute University of British Columbia（数据科学研究所不列颠哥伦比亚大学） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.LG

Weakly Supervised Phonological Features for Pathological Speech Analysis

Jenthe Thienpondt, Geoffroy Vanderreydt, Abdessalem Hammami, Kris Demuynck

专题命中 病理影像 ：pathology(abstract)

Comments proceedings of ICASSP 2025