医学 AI - arXivDaily 专题

2406.17341 2024-12-09 cs.LG 57%

Generative Modelling of Structurally Constrained Graphs

Manuel Madeira, Clement Vignac, Dorina Thanou, Pascal Frossard

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments NeurIPS 2024

2412.01854 2024-12-04 cs.CV 57%

Data Augmentation through Background Removal for Apple Leaf Disease Classification Using the MobileNetV2 Model

Youcef Ferdi

专题命中病理影像：pathology(abstract)；分类 cs.CV

2412.00374 2024-12-03 cs.CV 57%

LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Image

Chetan Madan, Mayuna Gupta, Soumen Basu, Pankaj Gupta, Chetan Arora

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted at WACV 2025

2411.15170 2024-11-26 eess.IV 57%

Improving the Test-retest Reliability of Quantitative Susceptibility Mapping

Shuai Huang, Thomas Denney, Deqiang Qiu

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

2411.11487 2024-11-26 cs.CV 57%

Look a Group at Once: Multi-Slide Modeling for Survival Prediction

Xinyang Li, Yi Zhang, Yi Xie, Jianfei Yang, Xi Wang, Hao Chen, Haixian Zhang

专题命中病理影像：pathology(abstract)；分类 cs.CV

2411.14001 2024-11-22 cs.CV 57%

Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction

Yuntao Shou, Peiqiang Yan, Xingjian Yuan, Xiangyong Cao, Qian Zhao, Deyu Meng

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

Comments 12 pages, 6 figures

2411.11262 2024-11-19 cs.CV cs.AI 57%

Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image

Yonghuang Wu, Xuan Xie, Xinyuan Niu, Chengqian Zhao, Jinhua Yu

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 9 pages, 4 figures

2411.06338 2024-11-12 cs.LG 57%

CRTRE: Causal Rule Generation with Target Trial Emulation Framework

Junda Wang, Weijian Li, Han Wang, Hanjia Lyu, Caroline P. Thirukumaran, Addisu Mesfin, Hong Yu, Jiebo Luo

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

2410.21872 2024-11-07 cs.CV cs.AI 57%

Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning

Yinyi Lai, Anbo Cao, Yuan Gao, Jiaqi Shang, Zongyu Li, Jia Guo

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2411.02562 2024-11-06 cs.CV 57%

Segment Anything for Dendrites from Electron Microscopy

Zewen Zhuo, Ilya Belevich, Ville Leinonen, Eija Jokitalo, Tarja Malm, Alejandra Sierra, Jussi Tohka

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2406.16192 2024-11-05 cs.CV 57%

HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis

Guillaume Jaume, Paul Doucet, Andrew H. Song, Ming Y. Lu, Cristina Almagro-Pérez, Sophia J. Wagner, Anurag J. Vaidya, Richard J. Chen, Drew F. K. Williamson, Ahrong Kim, Faisal Mahmood

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments NeurIPS'24 Spotlight

2403.05160 2024-10-31 cs.CV 57%

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models

Zijie Fang, Yifeng Wang, Ye Zhang, Zhi Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 6 pages, 2 figures. Accepted by IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2410.21831 2024-10-30 cs.CV 57%

Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion

Aiman Farooq, Utkarsh Sharma, Deepak Mishra

专题命中病理影像：CT(abstract)；分类 cs.CV

Comments Accepted to [ACCV 2024 Workshop]

2311.12088 2024-10-23 cs.CV cs.AI 57%

PhytNet -- Tailored Convolutional Neural Networks for Custom Botanical Data

Jamie R. Sykes, Katherine Denby, Daniel W. Franks

专题命中病理影像：pathology(abstract)；分类 cs.CV

2310.12677 2024-10-22 cs.CV 57%

Case-level Breast Cancer Prediction for Real Hospital Settings

Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Jeroen Veltman, Maurice van Keulen, Nicola Strisciuglio, Christin Seifert

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 31 pages, 15 figures, 12 tables

2410.14195 2024-10-21 cs.CV 57%

Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis

Honglin Li, Yunlong Zhang, Pingyi Chen, Zhongyi Shui, Chenglu Zhu, Lin Yang

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments NeurIPS-2024. arXiv admin note: text overlap with arXiv:2311.12885

2410.10260 2024-10-15 cs.CV 57%

Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis

Jun Shi, Tong Shu, Zhiguo Jiang, Wei Wang, Haibo Wu, Yushan Zheng

专题命中病理影像：pathology(abstract)；分类 cs.CV

2410.07613 2024-10-11 cs.CV 57%

Explainability of Deep Neural Networks for Brain Tumor Detection

S. Park, J. Kim

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

Comments 10 pages, 13 figures

2403.14346 2024-10-11 cs.CV 57%

Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images

Yujian Liu, Ruoxuan Wu, Xinjie Shen, Zihuang Lu, Lingyu Liang, Haiyu Zhou, Shipu Xu, Shaoai Cai, Shidang Xu

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Need for additional experiments

2305.05314 2024-10-11 cs.CV 57%

CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images

Olga Fourkioti, Matt De Vries, Chen Jin, Daniel C. Alexander, Chris Bakal

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 16 pages, 4 figures

Journal ref The Twelfth International Conference on Learning Representations, ICLR 2024

2403.03860 2024-10-10 eess.IV 57%

ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction

Luke Lozenski, Refik Mert Cam, Mark D. Pagel, Mark A. Anastasio, Umberto Villa

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

Comments 16 pages, 12 figures

2410.03333 2024-10-07 cs.CV cs.AI 57%

Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification

Gary Murphy, Raghubir Singh

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

2408.16336 2024-10-01 cs.LG 57%

GL-TSVM: A robust and smooth twin support vector machine with guardian loss function

Mushir Akhtar, M. Tanveer, Mohd. Arshad

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

Comments arXiv admin note: text overlap with arXiv:2404.18101

Journal ref 27th International Conference on Pattern Recognition (ICPR), 2024

2409.17276 2024-09-27 eess.AS cs.LG cs.SD 57%

Multiview Canonical Correlation Analysis for Automatic Pathological Speech Detection

Yacouba Kaloga, Shakeel A. Sheikh, Ina Kodrasi

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Submitted to ICASSP 2025

2409.16002 2024-09-25 cs.CV 57%

Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification

Leire Benito-Del-Valle, Aitor Alvarez-Gila, Itziar Eguskiza, Cristina L. Saratxaga

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Accepted at ECCV 2024 - BioImage Computing Workshop

2409.15958 2024-09-25 cs.CV 57%

An ensemble framework approach of hybrid Quantum convolutional neural networks for classification of breast cancer images

Dibyasree Guha, Shyamali Mitra, Somenath Kuiry, Nibaran Das

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

Comments Accepted in the 3rd International Conference on Data Electronics and Computing

2409.15313 2024-09-25 cs.CV 57%

Deep Transfer Learning for Breast Cancer Classification

Prudence Djagba, J. K. Buwa Mbouobda

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2409.14746 2024-09-24 physics.optics eess.IV 57%

Hybrid iterating-averaging low photon budget Gabor holographic microscopy

Mikołaj Rogalski, Piotr Arcab, Emilia Wdowiak, José Ángel Picazo-Bueno, Vicente Micó, Michał Józwik, Maciej Trusiak

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

2212.02733 2024-09-24 cs.LG cs.AI cs.MA 57%

CURO: Curriculum Learning for Relative Overgeneralization

Lin Shi, Qiyuan Liu, Bei Peng

专题命中病理影像：pathology(abstract)；分类 cs.LG

2409.11664 2024-09-19 cs.CV cs.AI 57%

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis

Xitong Ling, Minxi Ouyang, Yizhi Wang, Xinrui Chen, Renao Yan, Hongbo Chu, Junru Cheng, Tian Guan, Sufang Tian, Xiaoping Liu, Yonghong He

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

1. 病理影像 3453 篇

Generative Modelling of Structurally Constrained Graphs

Data Augmentation through Background Removal for Apple Leaf Disease Classification Using the MobileNetV2 Model

LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Image

Improving the Test-retest Reliability of Quantitative Susceptibility Mapping

Look a Group at Once: Multi-Slide Modeling for Survival Prediction

Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction

Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image

CRTRE: Causal Rule Generation with Target Trial Emulation Framework

Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning

Segment Anything for Dendrites from Electron Microscopy

HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis

MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models

Enhanced Survival Prediction in Head and Neck Cancer Using Convolutional Block Attention and Multimodal Data Fusion

PhytNet -- Tailored Convolutional Neural Networks for Custom Botanical Data

Case-level Breast Cancer Prediction for Real Hospital Settings

Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis

Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis

Explainability of Deep Neural Networks for Brain Tumor Detection

Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images

CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images

ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction

Comparative Analysis and Ensemble Enhancement of Leading CNN Architectures for Breast Cancer Classification

GL-TSVM: A robust and smooth twin support vector machine with guardian loss function

Multiview Canonical Correlation Analysis for Automatic Pathological Speech Detection

Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification

An ensemble framework approach of hybrid Quantum convolutional neural networks for classification of breast cancer images

Deep Transfer Learning for Breast Cancer Classification

Hybrid iterating-averaging low photon budget Gabor holographic microscopy

CURO: Curriculum Learning for Relative Overgeneralization

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis