医学 AI

Adversary-Robust Graph-Based Learning of WSIs

Saba Heidari Gheshlaghi, Milan Aryal, Nasim Yahyasoltani, Masoud Ganji

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

Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images

Somenath Kuiry, Alaka Das, Mita Nasipuri, Nibaran Das

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

Comments Accepted at CICBA 2024 : 6th International Conference on Computational Intelligence in Communications, and Business Analytics

RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification

Hongbo Chu, Qiehe Sun, Jiawen Li, Yuxuan Chen, Lizhong Zhang, Tian Guan, Anjia Han, Yonghong He

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

Comments under review

Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference

Declan McNamara, Jackson Loper, Jeffrey Regier

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

Comments Accepted to the International Conference on Artificial Intelligence and Statistics (AISTATS 2024)

MOAB: Multi-Modal Outer Arithmetic Block For Fusion Of Histopathological Images And Genetic Data For Brain Tumor Grading

Omnia Alwazzan, Abbas Khan, Ioannis Patras, Gregory Slabaugh

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

Journal ref pages={1--5},year={2023},organization={IEEE}

All-in-one platform for AI R&D in medical imaging, encompassing data collection, selection, annotation, and pre-processing

Changhee Han, Kyohei Shibano, Wataru Ozaki, Keishiro Osaki, Takafumi Haraguchi, Daisuke Hirahara, Shumon Kimura, Yasuyuki Kobayashi, Gento Mogi

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

Comments 5 pages, 3 figures, accepted to SPIE Medical Imaging 2024

Multiple Instance Learning with random sampling for Whole Slide Image Classification

H. Keshvarikhojasteh, J. P. W. Pluim, M. Veta

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

Comments SPIE Medical Imaging 2024

Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction

Yilan Zhang, Yingxue Xu, Jianqi Chen, Fengying Xie, Hao Chen

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

Tumor segmentation on whole slide images: training or prompting?

Huaqian Wu, Clara Brémond-Martin, Kévin Bouaou, Cédric Clouchoux

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

Comments 5 pages, 2 figures, ISBI 2024

Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data

Yu-Cheng Chou, Bowen Li, Deng-Ping Fan, Alan Yuille, Zongwei Zhou

专题命中 病理影像 ：CT(abstract)；分类 cs.CV

Comments Published in Machine Intelligence Research

Journal ref Mach. Intell. Res. (2024)

Reversing Skin Cancer Adversarial Examples by Multiscale Diffusive and Denoising Aggregation Mechanism

Yongwei Wang, Yuan Li, Zhiqi Shen, Yuhui Qiao

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

Comments Accepted by Computers in Biology and Medicine

Nucleus subtype classification using inter-modality learning

Lucas W. Remedios, Shunxing Bao, Samuel W. Remedios, Ho Hin Lee, Leon Y. Cai, Thomas Li, Ruining Deng, Can Cui, Jia Li, Qi Liu, Ken S. Lau, Joseph T. Roland, Mary K. Washington, Lori A. Coburn, Keith T. Wilson, Yuankai Huo, Bennett A. Landman

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

The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification

Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song

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

Comments Accepted by NeurIPS 2023

M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology Images

Hongyi Wang, Xiuju Du, Jing Liu, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

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

Learned Image resizing with efficient training (LRET) facilitates improved performance of large-scale digital histopathology image classification models

Md Zahangir Alom, Quynh T. Tran, Brent A. Orr

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

Comments 30 pages, 6 figures, 1 table

B-Cos Aligned Transformers Learn Human-Interpretable Features

Manuel Tran, Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek, Sophia J. Wagner, Fabian J. Theis, Eldad Klaiman, Tingying Peng

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

Comments Accepted at MICCAI 2023 (oral). Camera-ready available at https://doi.org/10.1007/978-3-031-43993-3_50

Attention to detail: inter-resolution knowledge distillation

Rocío del Amor, Julio Silva-Rodríguez, Adrián Colomer, Valery Naranjo

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

Comments EUSIPCO 2023 - Code available at https://github.com/cvblab/Mitosis-UTS

From Data to Insights: A Comprehensive Survey on Advanced Applications in Thyroid Cancer Research

Xinyu Zhang, Vincent CS Lee, Feng Liu

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

Comments arXiv admin note: text overlap with arXiv:2308.13592 by other authors

Multi-stages attention Breast cancer classification based on nonlinear spiking neural P neurons with autapses

Bo Yang, Hong Peng, Xiaohui Luo, Jun Wang

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

Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images

Clément Grisi, Geert Litjens, Jeroen van der Laak

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

Comments Accepted at Medical Imaging meets NeurIPS 2023 workshop

Long-MIL: Scaling Long Contextual Multiple Instance Learning for Histopathology Whole Slide Image Analysis

Honglin Li, Yunlong Zhang, Chenglu Zhu, Jiatong Cai, Sunyi Zheng, Lin Yang

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

Ovarian Cancer Data Analysis using Deep Learning: A Systematic Review from the Perspectives of Key Features of Data Analysis and AI Assurance

Muta Tah Hira, Mohammad A. Razzaque, Mosharraf Sarker

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

MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features

Mingxin Liu, Yunzan Liu, Hui Cui, Chunquan Li, Jiquan Ma

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

Comments 7 pages, 4 figures, accepted by 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2023)

Dual-Query Multiple Instance Learning for Dynamic Meta-Embedding based Tumor Classification

Simon Holdenried-Krafft, Peter Somers, Ivonne A. Montes-Majarro, Diana Silimon, Cristina Tarín, Falko Fend, Hendrik P. A. Lensch

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

Histopathologic Cancer Detection

Varan Singh Rohila, Neeraj Lalwani, Lochan Basyal

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

Comments 5 pages, 5 figures, 2 tables

Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer

Narmada Naik, Ayush Khandelwal, Mohit Joshi, Madhusudan Atre, Hollis Wright, Kavya Kannan, Scott Hill, Giridhar Mamidipudi, Ganapati Srinivasa, Carlo Bifulco, Brian Piening, Kevin Matlock

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

Learning Independently from Causality in Multi-Agent Environments

Rafael Pina, Varuna De Silva, Corentin Artaud

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

Comments Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2023)

FPM-INR: Fourier ptychographic microscopy image stack reconstruction using implicit neural representations

Haowen Zhou, Brandon Y. Feng, Haiyun Guo, Siyu Lin, Mingshu Liang, Christopher A. Metzler, Changhuei Yang

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

Comments Project Page: https://hwzhou2020.github.io/FPM-INR-Web/

What a Whole Slide Image Can Tell? Subtype-guided Masked Transformer for Pathological Image Captioning

Wenkang Qin, Rui Xu, Peixiang Huang, Xiaomin Wu, Heyu Zhang, Lin Luo

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

Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE)

Md Sakib Hossain Shovon, M. F. Mridha, Khan Md Hasib, Sultan Alfarhood, Mejdl Safran, Dunren Che

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