医学 AI - arXivDaily 专题

2505.05689 2025-05-12 eess.IV cs.CV cs.LG 75%

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology

Fuyao Chen, Yuexi Du, Tal Zeevi, Nicha C. Dvornek, John A. Onofrey

机构 * Department of Biomedical Engineering, Yale University（生物医学工程系，耶鲁大学）； Department of Radiology & Biomedical Imaging, Yale University（放射科与生物医学成像系，耶鲁大学）； Department of Urology, Yale University（泌尿外科系，耶鲁大学）； Medical Scientist Training Program, Yale University（医学科学家培训计划，耶鲁大学）

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

Comments Accepted by MIDL 2025

2504.04749 2025-04-09 eess.IV cs.CV cs.LG 75%

Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging

Ahmad Hussein, Mukesh Prasad, Ali Anaissi, Ali Braytee

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

Comments 11 pages

2412.17700 2025-01-28 eess.IV cs.CV cs.LG 75%

MRANet: A Modified Residual Attention Networks for Lung and Colon Cancer Classification

Diponkor Bala, S M Rakib Ul Karim, Rownak Ara Rasul

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

2411.12874 2024-11-21 eess.IV cs.CV cs.LG 75%

Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification

Meryem Altin Karagoz, O. Ufuk Nalbantoglu, Geoffrey C. Fox

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

2411.08936 2024-11-15 eess.IV cs.CV cs.LG 75%

Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images

Ravi Kant Gupta, Shounak Das, Amit Sethi

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

Comments arXiv admin note: text overlap with arXiv:2411.08530

2409.12347 2024-09-20 eess.IV cs.AI cs.CV cs.LG 75%

Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection

Weijie He, Runyuan Bao, Yiru Cang, Jianjun Wei, Yang Zhang, Jiacheng Hu

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

2406.11799 2024-09-04 eess.IV cs.CV cs.LG 75%

Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation

Song Wang, Zhong Zhang, Huan Yan, Ming Xu, Guanghui Wang

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

2304.09133 2024-09-01 eess.IV cs.CV cs.LG 75%

Detection and Classification of Glioblastoma Brain Tumor

Utkarsh Maurya, Appisetty Krishna Kalyan, Swapnil Bohidar, S. Sivakumar

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

Comments 12 pages, 8 figures

2408.08847 2024-08-19 eess.IV cs.CV cs.LG 75%

HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis

Zhi-Bo Liu, Xiaobo Pang, Jizhao Wang, Shuai Liu, Chen Li

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

2401.15022 2024-07-15 eess.IV cs.CV cs.LG 75%

Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review

Jan-Philipp Redlich, Friedrich Feuerhake, Joachim Weis, Nadine S. Schaadt, Sarah Teuber-Hanselmann, Christoph Buck, Sabine Luttmann, Andrea Eberle, Stefan Nikolin, Arno Appenzeller, Andreas Portmann, André Homeyer

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

Journal ref npj Imaging 2024

2401.04079 2024-06-12 eess.IV cs.CV cs.LG 75%

RudolfV: A Foundation Model by Pathologists for Pathologists

Jonas Dippel, Barbara Feulner, Tobias Winterhoff, Timo Milbich, Stephan Tietz, Simon Schallenberg, Gabriel Dernbach, Andreas Kunft, Simon Heinke, Marie-Lisa Eich, Julika Ribbat-Idel, Rosemarie Krupar, Philipp Anders, Niklas Prenißl, Philipp Jurmeister, David Horst, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen, Maximilian Alber

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

2403.15769 2024-06-11 eess.IV cs.AI cs.CV cs.LG 75%

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring

Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold

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

Comments Accepted at IJCAI Workshop 2024. Source code available at https://github.com/nish03/FusionINN

2404.08279 2024-04-15 eess.IV cs.CV cs.LG 75%

Convolutional neural network classification of cancer cytopathology images: taking breast cancer as an example

MingXuan Xiao, Yufeng Li, Xu Yan, Min Gao, Weimin Wang

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

2402.10851 2024-02-19 eess.IV cs.CV cs.LG 75%

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images

Mobina Mansoori, Sajjad Shahabodini, Jamshid Abouei, Arash Mohammadi, Konstantinos N. Plataniotis

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

2401.09791 2024-01-19 eess.IV cs.CV cs.LG 75%

BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images

Negar Golestani, Aihui Wang, Gregory R Bean, Mirabela Rusu

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

2207.14650 2024-01-04 eess.IV cs.CV cs.LG 75%

SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data

Leonid Mill, Oliver Aust, Jochen A. Ackermann, Philipp Burger, Monica Pascual, Katrin Palumbo-Zerr, Gerhard Krönke, Stefan Uderhardt, Georg Schett, Christoph S. Clemen, Rolf Schröder, Christian Holtzhausen, Samir Jabari, Andreas Maier, Anika Grüneboom

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

2306.01546 2023-12-07 eess.IV cs.CV cs.LG 75%

Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review

Masoud Tafavvoghi, Lars Ailo Bongo, Nikita Shvetsov, Lill-Tove Rasmussen Busund, Kajsa Møllersen

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

Comments 27 pages (including references), 8 figures, 3 tables, 5 supporting information materials

2311.11520 2023-11-21 eess.IV cs.CV cs.LG 75%

Liver Tumor Prediction with Advanced Attention Mechanisms Integrated into a Depth-Based Variant Search Algorithm

P. Kalaiselvi, S. Anusuya

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

2311.09846 2023-11-17 eess.IV cs.CV cs.LG 75%

GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images

Ardavan Modarres, Erfan Ebrahim Esfahani, Mahsa Bahrami

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

2302.03014 2023-11-07 eess.IV cs.CV cs.LG 75%

Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images

Neel Kanwal, Roger Amundsen, Helga Hardardottir, Luca Tomasetti, Erling Sandoy Undersrud, Emiel A. M. Janssen, Kjersti Engan

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

Comments Accepted at EUSIPCO 23

Journal ref 10.23919/EUSIPCO58844.2023.10290087

2310.03485 2023-10-10 eess.IV cs.CV cs.LG 75%

BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification

Dimitrios Kollias, Karanjot Vendal, Priyanka Gadhavi, Solomon Russom

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

2308.04653 2023-08-10 eess.IV cs.CV cs.LG 75%

Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores

Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Christian Mata

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

Comments Article accepted at Cancer Prevention through early detecTion (CaPtTion) workshop at MICCAI 2023

2306.04763 2023-06-09 eess.IV cs.CV cs.LG 75%

Context-Aware Self-Supervised Learning of Whole Slide Images

Milan Aryal, Nasim Yahyasoltani

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

2305.15813 2023-05-26 eess.IV cs.CV cs.LG 75%

Leveraging object detection for the identification of lung cancer

Karthick Prasad Gunasekaran

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

Journal ref International Advanced Research Journal in Science, Engineering and Technology International Advanced Research Journal in Science, Engineering and Technology, Vol. 7, Issue 5, May 2020

2210.12113 2023-04-03 eess.IV cs.CV cs.LG 75%

Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report

Pouria Rouzrokh, Bardia Khosravi, Shahriar Faghani, Mana Moassefi, Sanaz Vahdati, Bradley J. Erickson

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

Comments 17 pages, 7 figures

2211.05409 2023-03-21 eess.IV cs.CV cs.LG 75%

Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer

Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim

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

Comments HEad and neCK TumOR segmentation and outcome prediction challenge (HECKTOR 2022)

Journal ref Head and Neck Tumor Segmentation and Outcome Prediction (HECKTOR 2022), pp.135-143

2212.01772 2023-02-24 eess.IV cs.CV cs.LG 75%

Brain Tumor Synthetic Data Generation with Adaptive StyleGANs

Usama Tariq, Rizwan Qureshi, Anas Zafar, Danyal Aftab, Jia Wu, Tanvir Alam, Zubair Shah, Hazrat Ali

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

Comments Accepted in AICS conference

2209.01779 2022-09-07 eess.IV cs.CV cs.LG 75%

Representation Learning for Non-Melanoma Skin Cancer using a Latent Autoencoder

Simon Myles Thomas

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

Comments 5 figures, 11 pages

2208.03609 2022-08-09 eess.IV cs.CV cs.LG 75%

Continual Learning for Tumor Classification in Histopathology Images

Veena Kaustaban, Qinle Ba, Ipshita Bhattacharya, Nahil Sobh, Satarupa Mukherjee, Jim Martin, Mohammad Saleh Miri, Christoph Guetter, Amal Chaturvedi

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

Comments Accepted by MOVI, a MICCAI2022 workshop: https://sites.google.com/view/movi2022

2108.07856 2021-08-19 eess.IV cs.CV cs.LG 75%

OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting

Michael Fitzke, Derick Whitley, Wilson Yau, Fernando Rodrigues, Vladimir Fadeev, Cindy Bacmeister, Chris Carter, Jeffrey Edwards, Matthew P. Lungren, Mark Parkinson

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

1. 病理影像 3448 篇

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology

Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging

MRANet: A Modified Residual Attention Networks for Lung and Colon Cancer Classification

Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification

Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images

Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection

Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation

Detection and Classification of Glioblastoma Brain Tumor

HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis

Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review

RudolfV: A Foundation Model by Pathologists for Pathologists

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring

Convolutional neural network classification of cancer cytopathology images: taking breast cancer as an example

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images

BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images

SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data

Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review

Liver Tumor Prediction with Advanced Attention Mechanisms Integrated into a Depth-Based Variant Search Algorithm

GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images

Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images

BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification

Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores

Context-Aware Self-Supervised Learning of Whole Slide Images

Leveraging object detection for the identification of lung cancer

Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report

Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer

Brain Tumor Synthetic Data Generation with Adaptive StyleGANs

Representation Learning for Non-Melanoma Skin Cancer using a Latent Autoencoder

Continual Learning for Tumor Classification in Histopathology Images

OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting