医学 AI - arXivDaily 专题

2409.11910 2024-11-28 eess.IV cs.CV 62%

Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer

Jue Jiang, Chloe Min Seo Choi, Maria Thor, Joseph O. Deasy, Harini Veeraraghavan

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

Comments Minor revision under the journal of Medical Physics

Journal ref Medical Physics 2024

2411.16961 2024-11-27 eess.IV cs.CV 62%

Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology

Lining Yu, Mengmeng Yin, Ruining Deng, Quan Liu, Tianyuan Yao, Can Cui, Junlin Guo, Yu Wang, Yaohong Wang, Shilin Zhao, Haichun Yang, Yuankai Huo

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

2406.17670 2024-11-27 eess.IV cs.CV 62%

Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration

Mohammad Ali Labbaf Khaniki, Marzieh Mirzaeibonehkhater, Mohammad Manthouri, Elham Hasani

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

2411.16008 2024-11-26 eess.IV cs.CV 62%

Peritumoral Expansion Radiomics for Improved Lung Cancer Classification

Fakrul Islam Tushar

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

Comments 2 table, 5 figures

2411.15274 2024-11-26 eess.IV cs.AI cs.CV 62%

Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer

Liangrui Pan, Qingchun Liang, Wenwu Zeng, Yijun Peng, Zhenyu Zhao, Yiyi Liang, Jiadi Luo, Xiang Wang, Shaoliang Peng

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

Comments accept for publication in npj Precision Oncology

2302.09682 2024-11-22 eess.IV cs.CV 62%

Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images

Manahil Raza, Ruqayya Awan, Raja Muhammad Saad Bashir, Talha Qaiser, Nasir M. Rajpoot

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

2411.10752 2024-11-19 eess.IV cs.CV 62%

Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections

Xitong Ling, Yuanyuan Lei, Jiawen Li, Junru Cheng, Wenting Huang, Tian Guan, Jian Guan, Yonghong He

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

2411.08975 2024-11-15 eess.IV cs.AI cs.CV 62%

Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusion

Marc Harary, Eliezer M. Van Allen, William Lotter

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

Comments Findings paper presented at Machine Learning for Health (ML4H) symposium 2024, December 15-16, 2024, Vancouver, Canada, 14 pages

2411.08530 2024-11-14 cs.CV cs.LG 62%

Efficient Whole Slide Image Classification through Fisher Vector Representation

Ravi Kant Gupta, Dadi Dharani, Shambhavi Shanker, Amit Sethi

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

2411.07416 2024-11-13 eess.IV cs.CV 62%

T2-Only Prostate Cancer Prediction by Meta-Learning from Bi-Parametric MR Imaging

Weixi Yi, Yipei Wang, Natasha Thorley, Alexander Ng, Shonit Punwani, Veeru Kasivisvanathan, Dean C. Barratt, Shaheer Ullah Saeed, Yipeng Hu

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

Comments Code: https://github.com/wxyi057/MetaT2

2411.06969 2024-11-12 eess.IV cs.CV 62%

A Hyperspectral Imaging Dataset and Methodology for Intraoperative Pixel-Wise Classification of Metastatic Colon Cancer in the Liver

Ivica Kopriva, Dario Sitnik, Laura-Isabelle Dion-Bertrand, Marija Milković Periša, Mirko Hadžija, Marijana Popović Hadžija

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

Comments 12 pages, 5 figures, 5 tables

2306.10805 2024-11-12 physics.med-ph cs.CV eess.IV 62%

Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer

Yongquan Yang, Fengling Li, Yani Wei, Yuanyuan Zhao, Jing Fu, Xiuli Xiao, Hong Bu

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

Comments This is the final published version

2408.03592 2024-11-12 eess.IV cs.CV 62%

HistoSPACE: Histology-Inspired Spatial Transcriptome Prediction And Characterization Engine

Shivam Kumar, Samrat Chatterjee

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

2401.15613 2024-11-08 eess.IV cs.CV 62%

An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution

Minghong Duan, Linhao Qu, Zhiwei Yang, Manning Wang, Chenxi Zhang, Zhijian Song

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

2411.00832 2024-11-05 eess.IV cs.AI cs.CV 62%

Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images

Arezoo Borji, Gernot Kronreif, Bernhard Angermayr, Sepideh Hatamikia

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

2209.01380 2024-10-28 eess.IV cs.CV 62%

Classification of Breast Tumours Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods

Mohammad Reza Abbasniya, Sayed Ali Sheikholeslamzadeh, Hamid Nasiri, Samaneh Emami

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

Comments This work has been submitted to the Computers and Electrical Engineering journal (Elsevier) for possible publication

2406.04377 2024-10-23 eess.IV cs.LG 62%

Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images

Ruiwen Ding, Kha-Dinh Luong, Erika Rodriguez, Ana Cristina Araujo Lemos da Silva, William Hsu

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

Comments This work has been submitted to the IEEE for possible publication

2410.14536 2024-10-21 eess.IV cs.CV 62%

A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification

Maksuda Akter, Rabea Khatun, Md Manowarul Islam

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

2409.17122 2024-10-04 eess.IV cs.CV 62%

Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba

Amin Malekmohammadi, Ali Badiezadeh, Seyed Mostafa Mirhassani, Parisa Gifani, Majid Vafaeezadeh

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

2409.19130 2024-10-01 eess.IV cs.AI cs.LG 62%

Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion

Xinxu Wei, Kanhao Zhao, Yong Jiao, Nancy B. Carlisle, Hua Xie, Gregory A. Fonzo, Yu Zhang

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

2408.13818 2024-09-27 eess.IV cs.CV 62%

HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning

Ardhendu Sekhar, Vrinda Goel, Garima Jain, Abhijeet Patil, Ravi Kant Gupta, Tripti Bameta, Swapnil Rane, Amit Sethi

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

2405.03642 2024-09-25 cs.CV cs.LG 62%

Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method

Matina Mahdizadeh Sani, Ali Royat, Mahdieh Soleymani Baghshah

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

Comments This work has been accepted to the Medical & Biological Engineering & Computing (MBEC 2024) journal

2409.09173 2024-09-17 eess.IV cs.AI cs.CV 62%

Phikon-v2, A large and public feature extractor for biomarker prediction

Alexandre Filiot, Paul Jacob, Alice Mac Kain, Charlie Saillard

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

2408.13978 2024-08-27 eess.IV cs.CV 62%

Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection

Qiuli Wang, Yongxu Liu, Li Ma, Xianqi Wang, Wei Chen, Xiaohong Yao

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

Comments 8 pages, 8 figures

2408.09476 2024-08-20 cs.CV cs.LG 62%

Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions

Jun Wang, Yu Mao, Nan Guan, Chun Jason Xue

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

2211.05269 2024-08-19 eess.IV cs.CV 62%

Generative Adversarial Networks for Weakly Supervised Generation and Evaluation of Brain Tumor Segmentations on MR Images

Jay J. Yoo, Khashayar Namdar, Matthias W. Wagner, Liana Nobre, Uri Tabori, Cynthia Hawkins, Birgit B. Ertl-Wagner, Farzad Khalvati

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

2408.01929 2024-08-06 eess.IV cs.CV 62%

Advancing H&E-to-IHC Stain Translation in Breast Cancer: A Multi-Magnification and Attention-Based Approach

Linhao Qu, Chengsheng Zhang, Guihui Li, Haiyong Zheng, Chen Peng, Wei He

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

Comments Accepted by IEEE CIS-RAM 2024 Invited Session Oral

2407.20518 2024-07-31 eess.IV cs.AI cs.CV 62%

High-Resolution Spatial Transcriptomics from Histology Images using HisToSGE

Zhiceng Shi, Shuailin Xue, Fangfang Zhu, Wenwen Min

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

2407.19113 2024-07-30 eess.IV cs.CV 62%

VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains

Shikha Dubey, Yosep Chong, Beatrice Knudsen, Shireen Y. Elhabian

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

Comments Accepted to MICCAI Workshop 2024

2407.13277 2024-07-19 eess.IV cs.CV 62%

URCDM: Ultra-Resolution Image Synthesis in Histopathology

Sarah Cechnicka, James Ball, Matthew Baugh, Hadrien Reynaud, Naomi Simmonds, Andrew P. T. Smith, Catherine Horsfield, Candice Roufosse, Bernhard Kainz

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

Comments arXiv admin note: text overlap with arXiv:2312.01152

1. 病理影像 3453 篇

Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer

Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology

Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration

Peritumoral Expansion Radiomics for Improved Lung Cancer Classification

Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer

Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images

Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections

Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusion

Efficient Whole Slide Image Classification through Fisher Vector Representation

T2-Only Prostate Cancer Prediction by Meta-Learning from Bi-Parametric MR Imaging

A Hyperspectral Imaging Dataset and Methodology for Intraoperative Pixel-Wise Classification of Metastatic Colon Cancer in the Liver

Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer

HistoSPACE: Histology-Inspired Spatial Transcriptome Prediction And Characterization Engine

An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution

Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images

Classification of Breast Tumours Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods

Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images

A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification

Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba

Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion

HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning

Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method

Phikon-v2, A large and public feature extractor for biomarker prediction

Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection

Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions

Generative Adversarial Networks for Weakly Supervised Generation and Evaluation of Brain Tumor Segmentations on MR Images

Advancing H&E-to-IHC Stain Translation in Breast Cancer: A Multi-Magnification and Attention-Based Approach

High-Resolution Spatial Transcriptomics from Histology Images using HisToSGE

VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains

URCDM: Ultra-Resolution Image Synthesis in Histopathology