医学 AI

STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology

Barathi Subramanian, Rathinaraja Jeyaraj, Mitchell Nevin Peterson, Terry Guo, Nigam Shah, Curtis Langlotz, Andrew Y. Ng, Jeanne Shen

专题命中 病理影像 ：pathology(abstract)；diagnosis(abstract)

Comments 37 pages, 18 figures, Accepted in NeurIPS 2025

Efficient Breast and Ovarian Cancer Classification via ViT-Based Preprocessing and Transfer Learning

Richa Rawat, Faisal Ahmed

机构 * Department of Mathematics, University of Texas at Arlington（德克萨斯大学阿灵顿分校数学系） ； Department of Data Science and Mathematics, Embry-Riddle Aeronautical University（埃姆伯里-瑞德航空大学数据科学与数学系） 纠错

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

Comments 10 pages, 3 figures

Block-Fused Attention-Driven Adaptively-Pooled ResNet Model for Improved Cervical Cancer Classification

Saurabh Saini, Kapil Ahuja, Akshat S. Chauhan

机构 * Math of Data Science & Simulation (MODSS) Lab, Computer Science & Engineering（数据科学与模拟（MODSS）实验室，计算机科学与工程） ； Indian Institute of Technology Indore（印度理工学院印度尔分校） ； Computer Science & Engineering（计算机科学与工程） ； Indian Institute of Information Technology Nagpur（印度信息学院纳格浦分校） 纠错

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

Comments 32 Pages, 12 Tables, 14 Figures

Needle Biopsy And Fiber-Optic Compatible Robotic Insertion Platform

Fanxin Wang, Yikun Cheng, Chuyuan Tao, Rohit Bhargava, Thenkurussi Kesavadas

机构 * Department of Mechatronics and Robotics（机械电子与机器人系） ； Department of Mechanical Science and Engineering（机械科学与工程系） ； Beckman Institute for Advanced Science and Technology（先进科学与技术研究所） ； Division of Research and Economic Development（研究与经济开发部门） 纠错

专题命中 病理影像 ：pathology(abstract)；diagnosis(abstract)

Comments Presented in EMBC 2025

BlurryScope enables compact, cost-effective scanning microscopy for HER2 scoring using deep learning on blurry images

Michael John Fanous, Christopher Michael Seybold, Hanlong Chen, Nir Pillar, Aydogan Ozcan

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

Comments 22 Pages, 5 Figures, 1 Table

Journal ref npj Digital Medicine (2025)

Learned Single-Pixel Fluorescence Microscopy

Serban C. Tudosie, Valerio Gandolfi, Shivaprasad Varakkoth, Andrea Farina, Cosimo D'Andrea, Simon Arridge

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

Comments 10 pages, 6 figures, 1 table

Optimizing Deep Learning for Skin Cancer Classification: A Computationally Efficient CNN with Minimal Accuracy Trade-Off

Abdullah Al Mamun, Pollob Chandra Ray, Md Rahat Ul Nasib, Akash Das, Jia Uddin, Md Nurul Absur

机构 * Dhaka University of Engineering & Technology（达卡工程与技术大学） ； Samsung Austin Research Center（三星奥斯汀研究中心） ； Federation University Australia（联邦大学澳大利亚分校） ； Woosong University（沃斯通大学） ； Graduate Center, CUNY（纽约大学研究生中心） 纠错

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

Comments 6 pages, & 7 Images

Supervised Integrative Biclustering with applications to Alzheimer's Disease

Kaifeng Yang, Thierry Chekouo, Sandra E. Safo

专题命中 病理影像 ：pathology(abstract)；biomedical(abstract)

Comments The main manuscript contains 16 pages, including 3 tables and 3 figures. The supplementary materials also contains 16 pages with 6 tables and 5 figures

Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection

Yassine Habchi, Hamza Kheddar, Yassine Himeur, Adel Belouchrani, Erchin Serpedin, Fouad Khelifi, Muhammad E. H. Chowdhury

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

Journal ref Image and Vision Computing, Elsevier, 2025

Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images

Fatemeh Javadian, Zahra Aminparast, Johannes Stegmaier, Abin Jose

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

Comments Accepted 4-page paper at IEEE ISBI 2025. 3 figures, 3 tables

CancerLLM: A Large Language Model in Cancer Domain

Mingchen Li, Jiatan Huang, Jeremy Yeung, Anne Blaes, Steven Johnson, Hongfang Liu, Hua Xu, Rui Zhang

专题命中 病理影像 ：pathology(abstract)；diagnosis(abstract)

Comments new version, add the RAG version of cancerLLM

Advancing Tumor Budding Detection with Fourier Ptychography Microscopy

Yiyan Su, Ruiqing Sun, Yajing Wang, Yanfeng xi, Shaohui Zhang

专题命中 病理影像 ：pathology(abstract)；diagnosis(abstract)

A Novel Channel Boosted Residual CNN-Transformer with Regional-Boundary Learning for Breast Cancer Detection

Aamir Mehmood, Yue Hu, Saddam Hussain Khan

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

Comments 12 pages, 10 Figures, 2 Tables. arXiv admin note: substantial text overlap with arXiv:2405.12986

Snuffy: Efficient Whole Slide Image Classifier

Hossein Jafarinia, Alireza Alipanah, Danial Hamdi, Saeed Razavi, Nahal Mirzaie, Mohammad Hossein Rohban

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

Comments Accepted for ECCV 2024

Requirements for Quality Assurance of AI Models for Early Detection of Lung Cancer

Horst K. Hahn, Matthias S. May, Volker Dicken, Michael Walz, Rainer Eßeling, Bianca Lassen-Schmidt, Robert Rischen, Jens Vogel-Claussen, Konstantin Nikolaou, Jörg Barkhausen

专题命中 病理影像 ：CT(abstract)；diagnosis(abstract)

Comments 12 pages incl. 2 figures, 2 charts, and references, summary in English (page 2), article in German (original title: Anforderungen an die Qualitätssicherung von KI-Modellen für die Lungenkrebs-Früherkennung)

Lung Cancer detection using Deep Learning

Aryan Chaudhari, Ankush Singh, Sanchi Gajbhiye, Pratham Agrawal

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

GCS-M3VLT: Guided Context Self-Attention based Multi-modal Medical Vision Language Transformer for Retinal Image Captioning

Teja Krishna Cherukuri, Nagur Shareef Shaik, Jyostna Devi Bodapati, Dong Hye Ye

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

Comments This paper has been accepted for presentation at the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025)

Diagnosising Helicobacter pylori using AutoEncoders and Limited Annotations through Anomalous Staining Patterns in IHC Whole Slide Images

Pau Cano, Eva Musulen, Debora Gil

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

Breast Cancer Classification with Enhanced Interpretability: DALAResNet50 and DT Grad-CAM

Suxing Liu

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

Comments 13 pages, 7 figures,11 tables

A novel imaging setup for hybrid radiotherapy tailored PET/MR in patients with head and neck cancer

R. M. Winter, O. Engelsen, O. J. Bratting, N. Brekke, J. Sæterstøl, O. Sæther, K. R. Redalen

专题命中 病理影像 ：CT(abstract)；radiology(abstract)

Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides

Maren Høibø, André Pedersen, Vibeke Grotnes Dale, Sissel Marie Berget, Borgny Ytterhus, Cecilia Lindskog, Elisabeth Wik, Lars A. Akslen, Ingerid Reinertsen, Erik Smistad, Marit Valla

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

Comments 19 pages, 6 figures. Submitted to a scientific journal

Statistical Analysis of Quantitative Cancer Imaging Data

Shariq Mohammed, Maria Masotti, Nathaniel Osher, Satwik Acharyya, Veerabhadran Baladandayuthapani

专题命中 病理影像 ：pathology(abstract)；radiology(abstract)

Classifying Cancer Stage with Open-Source Clinical Large Language Models

Chia-Hsuan Chang, Mary M. Lucas, Grace Lu-Yao, Christopher C. Yang

专题命中 病理影像 ：pathology(abstract)；radiology(abstract)

Comments accepted in the IEEE International Conference on Healthcare Informatics (IEEE ICHI 2024)

Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling

Sahan Yoruc Selcuk, Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Musa Aydin, Aras Firat Unal, Aditya Gomatam, Zhen Guo, Darrow Morgan Angus, Goren Kolodney, Karine Atlan, Tal Keidar Haran, Nir Pillar, Aydogan Ozcan

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

Comments 21 Pages, 7 Figures

Journal ref BME Frontiers (2024)

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment

Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun

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

DiagSet: a dataset for prostate cancer histopathological image classification

Michał Koziarski, Bogusław Cyganek, Przemysław Niedziela, Bogusław Olborski, Zbigniew Antosz, Marcin Żydak, Bogdan Kwolek, Paweł Wąsowicz, Andrzej Bukała, Jakub Swadźba, Piotr Sitkowski

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

Optimizing Lymphocyte Detection in Breast Cancer Whole Slide Imaging through Data-Centric Strategies

Amine Marzouki, Zhuxian Guo, Qinghe Zeng, Camille Kurtz, Nicolas Loménie

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

PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology

George Shaikovski, Adam Casson, Kristen Severson, Eric Zimmermann, Yi Kan Wang, Jeremy D. Kunz, Juan A. Retamero, Gerard Oakley, David Klimstra, Christopher Kanan, Matthew Hanna, Michal Zelechowski, Julian Viret, Neil Tenenholtz, James Hall, Nicolo Fusi, Razik Yousfi, Peter Hamilton, William A. Moye, Eugene Vorontsov, Siqi Liu, Thomas J. Fuchs

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

Automated identification and quantification of myocardial inflammatory infiltration in digital histological images to diagnose myocarditis

Yanyun Liu, Xiumeng Hua, Shouping Zhu, Congrui Wang, Xiao Chen, Yu Shi, Jiangping Song, Weihua Zhou

专题命中 病理影像 ：pathology(abstract)；diagnosis(abstract)

Comments 21 pages,5 figures,6 Tables, 25 references

Why does Knowledge Distillation Work? Rethink its Attention and Fidelity Mechanism

Chenqi Guo, Shiwei Zhong, Xiaofeng Liu, Qianli Feng, Yinglong Ma

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