医学 AI

Identifying regions of interest in whole slide images of renal cell carcinoma

Mohammed Lamine Benomar, Nesma Settouti, Eric Debreuve, Xavier Descombes, Damien Ambrosetti

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

Diffusion models applied to skin and oral cancer classification

José J. M. Uliana, Renato A. Krohling

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

TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model

Meilong Xu, Saumya Gupta, Xiaoling Hu, Chen Li, Shahira Abousamra, Dimitris Samaras, Prateek Prasanna, Chao Chen

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

Comments Accepted by CVPR 2025. 15 pages, 8 figures

PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images

Yang Luo, Shiru Wang, Jun Liu, Jiaxuan Xiao, Rundong Xue, Zeyu Zhang, Hao Zhang, Yu Lu, Yang Zhao, Yutong Xie

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

A Comparative Analysis of Image Descriptors for Histopathological Classification of Gastric Cancer

Marco Usai, Andrea Loddo, Alessandra Perniciano, Maurizio Atzori, Cecilia Di Ruberto

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

A Language Vision Model Approach for Automated Tumor Contouring in Radiation Oncology

Yi Luo, Hamed Hooshangnejad, Xue Feng, Gaofeng Huang, Xiaojian Chen, Rui Zhang, Quan Chen, Wil Ngwa, Kai Ding

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

Comments 19 pages, 4 figures

Skin Cancer Machine Learning Model Tone Bias

James Pope, Md Hassanuzzaman, William Chapman, Huw Day, Mingmar Sherpa, Omar Emara, Nirmala Adhikari, Ayush Joshi

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

Fibonacci-Net: A Lightweight CNN model for Automatic Brain Tumor Classification

Santanu Roy, Ashvath Suresh, Archit Gupta, Shubhi Tiwari, Palak Sahu, Prashant Adhikari, Yuvraj S. Shekhawat

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

How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark

Roba Al Majzoub, Hashmat Malik, Muzammal Naseer, Zaigham Zaheer, Tariq Mahmood, Salman Khan, Fahad Khan

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

Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction

Fengchun Liu, Linghan Cai, Zhikang Wang, Zhiyuan Fan, Jin-gang Yu, Hao Chen, Yongbing Zhang

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

MedalCare-XL: 16,900 healthy and pathological 12 lead ECGs obtained through electrophysiological simulations

Karli Gillette, Matthias A. F. Gsell, Claudia Nagel, Jule Bender, Bejamin Winkler, Steven E. Williams, Markus Bär, Tobias Schäffter, Olaf Dössel, Gernot Plank, Axel Loewe

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

LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening

Jiangdong Cai, Haotian Jiang, Zhenrong Shen, Yonghao Li, Honglin Xiong, Lichi Zhang, Qian Wang

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

Multi-modal AI for comprehensive breast cancer prognostication

Jan Witowski, Ken G. Zeng, Joseph Cappadona, Jailan Elayoubi, Khalil Choucair, Elena Diana Chiru, Nancy Chan, Young-Joon Kang, Frederick Howard, Irina Ostrovnaya, Carlos Fernandez-Granda, Freya Schnabel, Zoe Steinsnyder, Ugur Ozerdem, Kangning Liu, Waleed Abdulsattar, Yu Zong, Lina Daoud, Rafic Beydoun, Anas Saad, Nitya Thakore, Mohammad Sadic, Frank Yeung, Elisa Liu, Theodore Hill, Benjamin Swett, Danielle Rigau, Andrew Clayburn, Valerie Speirs, Marcus Vetter, Lina Sojak, Simone Soysal, Daniel Baumhoer, Jia-Wern Pan, Haslina Makmur, Soo-Hwang Teo, Linda Ma Pak, Victor Angel, Dovile Zilenaite-Petrulaitiene, Arvydas Laurinavicius, Natalie Klar, Brian D. Piening, Carlo Bifulco, Sun-Young Jun, Jae Pak Yi, Su Hyun Lim, Adam Brufsky, Francisco J. Esteva, Lajos Pusztai, Yann LeCun, Krzysztof J. Geras

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

From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review

Behnaz Elhaminia, Abdullah Alsalemi, Esha Nasir, Mostafa Jahanifar, Ruqayya Awan, Lawrence S. Young, Nasir M. Rajpoot, Fayyaz Minhas, Shan E Ahmed Raza

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

DiffKAN-Inpainting: KAN-based Diffusion model for brain tumor inpainting

Tianli Tao, Ziyang Wang, Han Zhang, Theodoros N. Arvanitis, Le Zhang

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

Block Graph Neural Networks for tumor heterogeneity prediction

Marianne Abémgnigni Njifon, Tobias Weber, Viktor Bezborodov, Tyll Krueger, Dominic Schuhmacher

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV、cs.LG

Comments 27 pages, 8 figures

Swin transformers are robust to distribution and concept drift in endoscopy-based longitudinal rectal cancer assessment

Jorge Tapias Gomez, Aneesh Rangnekar, Hannah Williams, Hannah Thompson, Julio Garcia-Aguilar, Joshua Jesse Smith, Harini Veeraraghavan

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

Comments Accepted at SPIE Medical Imaging 2025

ECTIL: Label-efficient Computational Tumour Infiltrating Lymphocyte (TIL) assessment in breast cancer: Multicentre validation in 2,340 patients with breast cancer

Yoni Schirris, Rosie Voorthuis, Mark Opdam, Marte Liefaard, Gabe S Sonke, Gwen Dackus, Vincent de Jong, Yuwei Wang, Annelot Van Rossum, Tessa G Steenbruggen, Lars C Steggink, Liesbeth G. E. de Vries, Marc van de Vijver, Roberto Salgado, Efstratios Gavves, Paul J van Diest, Sabine C Linn, Jonas Teuwen, Renee Menezes, Marleen Kok, Hugo Horlings

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

Comments Under review. 54 pages including supplementary materials, 2 main tables, 3 main figures, 14 supplementary figures, 4 supplementary tables

Keep It Accurate and Robust: An Enhanced Nuclei Analysis Framework

Wenhua Zhang, Sen Yang, Meiwei Luo, Chuan He, Yuchen Li, Jun Zhang, Xiyue Wang, Fang Wang

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

FECT: Classification of Breast Cancer Pathological Images Based on Fusion Features

Jiacheng Hao, Yiqing Liu, Siqi Zeng, Yonghong He

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

A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis

Binyu Zhang, Shichao Li, Junpeng Jian, Zhu Meng, Limei Guo, Zhicheng Zhao

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

PySpatial: A High-Speed Whole Slide Image Pathomics Toolkit

Yuechen Yang, Yu Wang, Tianyuan Yao, Ruining Deng, Mengmeng Yin, Shilin Zhao, Haichun Yang, Yuankai Huo

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

A Value Mapping Virtual Staining Framework for Large-scale Histological Imaging

Junjia Wang, Bo Xiong, You Zhou, Xun Cao, Zhan Ma

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

Laparoscopic Scene Analysis for Intraoperative Visualisation of Gamma Probe Signals in Minimally Invasive Cancer Surgery

Baoru Huang

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

Comments Doctoral thesis

Cohort-Individual Cooperative Learning for Multimodal Cancer Survival Analysis

Huajun Zhou, Fengtao Zhou, Hao Chen

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

Comments 10 pages, 9 figures

MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis

Trinh Thi Le Vuong, Jin Tae Kwak

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

SKIPNet: Spatial Attention Skip Connections for Enhanced Brain Tumor Classification

Khush Mendiratta, Shweta Singh, Pratik Chattopadhyay

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

Enhancing Fluorescence Lifetime Parameter Estimation Accuracy with Differential Transformer Based Deep Learning Model Incorporating Pixelwise Instrument Response Function

Ismail Erbas, Vikas Pandey, Navid Ibtehaj Nizam, Nanxue Yuan, Amit Verma, Margarida Barosso, Xavier Intes

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

Comments 11 pages, 4 figures

Volumetric Reconstruction of Prostatectomy Specimens from Histology

Tom Bisson, Isil Dogan O, Iris Piwonski, Tim-Rasmus Kiehl, Georg Lukas Baumgärtner, Rita Carvalho, Peter Hufnagl, Tobias Penzkofer, Norman Zerbe, Sefer Elezkurtaj

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

Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis

Weiqin Zhao, Ziyu Guo, Yinshuang Fan, Yuming Jiang, Maximus Yeung, Lequan Yu

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