医学 AI - arXivDaily 专题

2311.16447 2024-07-18 eess.IV cs.CV 62%

Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency

Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen

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

Comments 28 pages, 8 figures. Accepted by ECCV 2024

2305.06511 2024-07-17 eess.IV cs.CV 62%

ParamNet: A Dynamic Parameter Network for Fast Multi-to-One Stain Normalization

Hongtao Kang, Die Luo, Li Chen, Junbo Hu, Tingwei Quan, Shaoqun Zeng, Shenghua Cheng, Xiuli Liu

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

2407.10274 2024-07-16 cs.CV cs.LG 62%

Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels

Yinsheng He, Xingyu Li, Roger J. Zemp

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

2403.16497 2024-07-16 cs.CV cs.LG 62%

PathoTune: Adapting Visual Foundation Model to Pathological Specialists

Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang

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

Comments MICCAI 2024

2407.07360 2024-07-11 cs.CV cs.LG 62%

Towards a text-based quantitative and explainable histopathology image analysis

Anh Tien Nguyen, Trinh Thi Le Vuong, Jin Tae Kwak

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

Comments MICCAI 2024 - Early acceptance (Top 11%)

2403.00636 2024-07-08 eess.IV cs.CV 62%

Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression

Gabriel Jimenez, Leopold Hebert-Stevens, Benoit Delatour, Lev Stimmer, Daniel Racoceanu

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

2407.03307 2024-07-04 eess.IV cs.CV 62%

HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization

Yucheng Tang, Yufan He, Vishwesh Nath, Pengfeig Guo, Ruining Deng, Tianyuan Yao, Quan Liu, Can Cui, Mengmeng Yin, Ziyue Xu, Holger Roth, Daguang Xu, Haichun Yang, Yuankai Huo

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

2407.01146 2024-07-02 eess.IV cs.CV 62%

Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection

Alex Ling Yu Hung, Haoxin Zheng, Kai Zhao, Kaifeng Pang, Demetri Terzopoulos, Kyunghyun Sung

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

2407.00098 2024-07-02 eess.IV cs.CV 62%

Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images

Mehdi Ounissi, Ilias Sarbout, Jean-Pierre Hugot, Christine Martinez-Vinson, Dominique Berrebi, Daniel Racoceanu

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

2406.19578 2024-07-01 cs.CV cs.AI cs.CL cs.LG 62%

PathAlign: A vision-language model for whole slide images in histopathology

Faruk Ahmed, Andrew Sellergren, Lin Yang, Shawn Xu, Boris Babenko, Abbi Ward, Niels Olson, Arash Mohtashamian, Yossi Matias, Greg S. Corrado, Quang Duong, Dale R. Webster, Shravya Shetty, Daniel Golden, Yun Liu, David F. Steiner, Ellery Wulczyn

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

Comments 9 main pages and 19 pages of supplemental material; 3 main tables, 3 main figures and 11 supplemental tables, 7 supplemental figures

2406.17225 2024-06-26 eess.IV cs.CV 62%

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images

Songhan Jiang, Zhengyu Gan, Linghan Cai, Yifeng Wang, Yongbing Zhang

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

2303.08140 2024-06-26 eess.IV cs.LG physics.bio-ph 62%

Digital staining in optical microscopy using deep learning -- a review

Lucas Kreiss, Shaowei Jiang, Xiang Li, Shiqi Xu, Kevin C. Zhou, Alexander Mühlberg, Kyung Chul Lee, Kanghyun Kim, Amey Chaware, Michael Ando, Laura Barisoni, Seung Ah Lee, Guoan Zheng, Kyle Lafata, Oliver Friedrich, Roarke Horstmeyer

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

Comments Review article, 4 main Figures, 3 Tables, 2 supplementary figures

2406.15128 2024-06-24 eess.IV cs.AI cs.CV 62%

A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion

Ayush Roy, Sujan Sarkar, Sohom Ghosal, Dmitrii Kaplun, Asya Lyanova, Ram Sarkar

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

2406.12954 2024-06-21 cs.CV cs.AI cs.LG 62%

Skin Cancer Images Classification using Transfer Learning Techniques

Md Sirajul Islam, Sanjeev Panta

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

2403.05396 2024-06-19 cs.CV cs.AI cs.CL cs.LG 62%

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction

Zhengrui Guo, Jiabo Ma, Yingxue Xu, Yihui Wang, Liansheng Wang, Hao Chen

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

Comments Accepted by MICCAI2024

2406.05828 2024-06-11 cs.CV cs.AI eess.IV 62%

Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation

Akash Modi, Sumit Kumar Jha, Purnendu Mishra, Rajiv Kumar, Kiran Aatre, Gursewak Singh, Shubham Mathur

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

2406.00555 2024-06-04 eess.IV cs.CV 62%

Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis

Haowen Zhou, Steven, Lin, Mark Watson, Cory T. Bernadt, Oumeng Zhang, Ramaswamy Govindan, Richard J. Cote, Changhuei Yang

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

2404.13222 2024-05-28 eess.IV cs.CV 62%

Vim4Path: Self-Supervised Vision Mamba for Histopathology Images

Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini

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

Comments Accepted in CVPR2024 (9th Workshop on Computer Vision for Microscopy Image Analysis)

2405.09707 2024-05-17 cs.CV cs.LG 62%

Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds

Jadie Adams, Shireen Elhabian

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

2405.04610 2024-05-15 eess.IV cs.CV 62%

Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer Classification

Mukaffi Bin Moin, Fatema Tuj Johora Faria, Swarnajit Saha, Busra Kamal Rafa, Mohammad Shafiul Alam

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

Comments Accepted in 4th International Conference on Computing and Communication Networks (ICCCNet-2024)

2405.07702 2024-05-14 cs.CV cs.LG 62%

FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival

Liangrui Pan, Yijun Peng, Yan Li, Yiyi Liang, Liwen Xu, Qingchun Liang, Shaoliang Peng

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

2405.00908 2024-05-03 cs.CV cs.AI cs.LG 62%

Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin

K. Yeh, M. S. Jabal, V. Gupta, D. F. Kallmes, W. Brinjikji, B. S. Erdal

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

2404.19568 2024-05-01 eess.IV cs.CV 62%

Enhancing Deep Learning Model Explainability in Brain Tumor Datasets using Post-Heuristic Approaches

Konstantinos Pasvantis, Eftychios Protopapadakis

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

2404.18152 2024-04-30 cs.CV eess.IV 62%

Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers

Clément Grisi, Geert Litjens, Jeroen van der Laak

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

Comments Accepted at MIDL 2024

2404.11052 2024-04-19 cs.CV cs.LG 62%

Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification

Mohammad Shiri, Monalika Padma Reddy, Jiangwen Sun

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

Comments 8 pages, 7 figures

2206.06267 2024-04-19 eess.IV cs.AI cs.CV 62%

MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients

Wen Tang, Haoyue Zhang, Pengxin Yu, Han Kang, Rongguo Zhang

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

Comments Accepted EMBC 2022

2404.00576 2024-04-02 cs.LG cs.AI cs.CV 62%

Automated Bi-Fold Weighted Ensemble Algorithms and its Application to Brain Tumor Detection and Classification

PoTsang B. Huang, Muhammad Rizwan, Mehboob Ali

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

2403.18134 2024-03-28 eess.IV cs.CV 62%

Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification

Zhan Shi, Jingwei Zhang, Jun Kong, Fusheng Wang

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

2403.17255 2024-03-27 eess.IV cs.CV 62%

Decoding the visual attention of pathologists to reveal their level of expertise

Souradeep Chakraborty, Dana Perez, Paul Friedman, Natallia Sheuka, Constantin Friedman, Oksana Yaskiv, Rajarsi Gupta, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras

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

2308.07495 2024-03-20 eess.IV eess.SP 62%

Brain Tumor Detection Based on a Novel and High-Quality Prediction of the Tumor Pixel Distributions

Yanming Sun, Chunyan Wang

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

1. 病理影像 3453 篇

Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency

ParamNet: A Dynamic Parameter Network for Fast Multi-to-One Stain Normalization

Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels

PathoTune: Adapting Visual Foundation Model to Pathological Specialists

Towards a text-based quantitative and explainable histopathology image analysis

Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression

HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization

Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection

Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images

PathAlign: A vision-language model for whole slide images in histopathology

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images

Digital staining in optical microscopy using deep learning -- a review

A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion

Skin Cancer Images Classification using Transfer Learning Techniques

HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction

Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation

Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis

Vim4Path: Self-Supervised Vision Mamba for Histopathology Images

Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds

Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer Classification

FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival

Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin

Enhancing Deep Learning Model Explainability in Brain Tumor Datasets using Post-Heuristic Approaches

Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers

Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification

MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients

Automated Bi-Fold Weighted Ensemble Algorithms and its Application to Brain Tumor Detection and Classification

Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification

Decoding the visual attention of pathologists to reveal their level of expertise

Brain Tumor Detection Based on a Novel and High-Quality Prediction of the Tumor Pixel Distributions