医学 AI

Beyond the Signal: Medication State Effect on EEG-Based AI models for Parkinson's Disease

Anna Kurbatskaya, Fredrik Nilsen Låder, Andreas Solvang Nese, Kolbjørn Brønnick, Alvaro Fernandez-Quilez

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

Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification

Weixi Zheng, Aoling Huang, Jingping Yuan, Haoyu Zhao, Zhou Zhao, Yongchao Xu, Thierry Géraud

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

Comments ICASSP2025(Oral)

ZoomLDM: Latent Diffusion Model for multi-scale image generation

Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Prateek Prasanna, Rajarsi R. Gupta, Joel Saltz, Dimitris Samaras

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

BI-RADS prediction of mammographic masses using uncertainty information extracted from a Bayesian Deep Learning model

Mohaddeseh Chegini, Ali Mahloojifar

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

Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning

Tim Lenz, Peter Neidlinger, Marta Ligero, Georg Wölflein, Marko van Treeck, Jakob Nikolas Kather

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

Comments Got accepted at CVPR 2025

MMLNB: Multi-Modal Learning for Neuroblastoma Subtyping Classification Assisted with Textual Description Generation

Huangwei Chen, Yifei Chen, Zhenyu Yan, Mingyang Ding, Chenlei Li, Zhu Zhu, Feiwei Qin

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

Comments 25 pages, 7 figures

Cracking the PUMA Challenge in 24 Hours with CellViT++ and nnU-Net

Negar Shahamiri, Moritz Rempe, Lukas Heine, Jens Kleesiek, Fabian Hörst

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

Leveraging Vision-Language Embeddings for Zero-Shot Learning in Histopathology Images

Md Mamunur Rahaman, Ewan K. A. Millar, Erik Meijering

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

Personalized Convolutional Dictionary Learning of Physiological Time Series

Axel Roques, Samuel Gruffaz, Kyurae Kim, Alain Oliviero-Durmus, Laurent Oudre

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

Journal ref AISTATS 2025

ConstellationNet: Reinventing Spatial Clustering through GNNs

Aidan Gao, Junhong Lin

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

Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis

Xitong Ling, Yifeng Ping, Jiawen Li, Jing Peng, Yuxuan Chen, Minxi Ouyang, Yizhi Wang, Yonghong He, Tian Guan, Xiaoping Liu, Lianghui Zhu

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

Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning

Jiuyang Dong, Junjun Jiang, Kui Jiang, Jiahan Li, Yongbing Zhang

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

Comments 11 pages, 4 figures, accepted by CVPR2025

Post-mastoidectomy Surface Multi-View Synthesis from a Single Microscopy Image

Yike Zhang, Jack Noble

专题命中 病理影像 ：CT(abstract)；分类 cs.CV

Comments Submitted to Medical Imaging 2025: Image-Guided Procedures, Robotic Interventions, and Modeling

VLEER: Vision and Language Embeddings for Explainable Whole Slide Image Representation

Anh Tien Nguyen, Keunho Byeon, Kyungeun Kim, Jin Tae Kwak

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

Comments Under review

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification

Jiangbo Shi, Chen Li, Tieliang Gong, Yefeng Zheng, Huazhu Fu

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

Comments CVPR 2024 (Updated version with corrections for typos and errors.)

Deep Ritz method with Fourier feature mapping: A deep learning approach for solving variational models of microstructure

Ensela Mema, Ting Wang, Jaroslaw Knap

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

Cell Nuclei Detection and Classification in Whole Slide Images with Transformers

Oscar Pina, Eduard Dorca, Verónica Vilaplana

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

Continually Evolved Multimodal Foundation Models for Cancer Prognosis

Jie Peng, Shuang Zhou, Longwei Yang, Yiran Song, Mohan Zhang, Kaixiong Zhou, Feng Xie, Mingquan Lin, Rui Zhang, Tianlong Chen

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

Comments 9 pages, 1 figure

A Comprehensive Analysis on Machine Learning based Methods for Lung Cancer Level Classification

Shayli Farshchiha, Salman Asoudeh, Maryam Shavali Kuhshuri, Mehrshad Eisaeid, Mohamadreza Azadie, Saba Hesaraki

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

Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis

Yuxuan Chen, Jiawen Li, Huijuan Shi, Yang Xu, Tian Guan, Lianghui Zhu, Yonghong He, Anjia Han

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

Comments 12 pages,11 figures

Weakly Supervised Learning on Large Graphs

Aditya Prakash

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

Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images

Max Hallemeesch, Marija Pizurica, Paloma Rabaey, Olivier Gevaert, Thomas Demeester, Kathleen Marchal

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

An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer

Omid Shahriyar, Babak Nuri Moghaddam, Davoud Yousefi, Abbas Mirzaei, Farnaz Hoseini

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

Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model

Dominik Winter, Nicolas Triltsch, Marco Rosati, Anatoliy Shumilov, Ziya Kokaragac, Yuri Popov, Thomas Padel, Laura Sebastian Monasor, Ross Hill, Markus Schick, Nicolas Brieu

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

Comments 5 pages

Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos

Mehmet Saygin Seyfioglu, Wisdom O. Ikezogwo, Fatemeh Ghezloo, Ranjay Krishna, Linda Shapiro

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

Guiding Treatment Strategies: The Role of Adjuvant Anti-Her2 Neu Therapy and Skin/Nipple Involvement in Local Recurrence-Free Survival in Breast Cancer Patients

Joe Omatoi, Abdul M Mohammed, Dennis Trujillo

专题命中 病理影像 ：MRI(abstract)；分类 cs.LG

Label-free Concept Based Multiple Instance Learning for Gigapixel Histopathology

Susu Sun, Leslie Tessier, Frédérique Meeuwsen, Clément Grisi, Dominique van Midden, Geert Litjens, Christian F. Baumgartner

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

Deep learning-based identification of patients at increased risk of cancer using routine laboratory markers

Vivek Singh, Shikha Chaganti, Matthias Siebert, Sowmya Rajesh, Andrei Puiu, Raj Gopalan, Jamie Gramz, Dorin Comaniciu, Ali Kamen

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

From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba

Zhongwei Qiu, Hanqing Chao, Tiancheng Lin, Wanxing Chang, Zijiang Yang, Wenpei Jiao, Yixuan Shen, Yunshuo Zhang, Yelin Yang, Wenbin Liu, Hui Jiang, Yun Bian, Ke Yan, Dakai Jin, Le Lu

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

Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0

Mohammad R. Salmanpour, Sajad Amiri, Sara Gharibi, Ahmad Shariftabrizi, Yixi Xu, William B Weeks, Arman Rahmim, Ilker Hacihaliloglu

专题命中 病理影像 ：MRI(abstract)；分类 cs.CV

Comments 24 pages, 3 Figures, 2 Tables