医学 AI - arXivDaily 专题

2406.04170 2024-09-13 cs.LG cs.AI cs.NE 57%

Element-wise Multiplication Based Deeper Physics-Informed Neural Networks

Feilong Jiang, Xiaonan Hou, Min Xia

专题命中病理影像：pathology(abstract)；分类 cs.LG

2409.06742 2024-09-12 eess.IV 57%

Stain Normalization of Hematology Slides using Neural Color Transfer

M. Muneeb Arshad, Hasan Sajid, M. Jawad Khan

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

2409.03804 2024-09-09 eess.IV 57%

End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images

Zhongwei Qiu, Hanqing Chao, Wenbin Liu, Yixuan Shen, Le Lu, Ke Yan, Dakai Jin, Yun Bian, Hui Jiang

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

2312.05490 2024-09-06 cs.CV 57%

Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification

Renao Yan, Qiehe Sun, Cheng Jin, Yiqing Liu, Yonghong He, Tian Guan, Hao Chen

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments IEEE TRANSACTIONS ON MEDICAL IMAGING 2024

2409.03106 2024-09-06 cs.CV 57%

Spatial Diffusion for Cell Layout Generation

Chen Li, Xiaoling Hu, Shahira Abousamra, Meilong Xu, Chao Chen

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 12 pages, 4 figures, accepted by MICCAI 2024

2409.01883 2024-09-04 cs.CV 57%

Boosting Vision-Language Models for Histopathology Classification: Predict all at once

Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed

专题命中病理影像：pathology(abstract)；分类 cs.CV

2408.16395 2024-09-04 cs.CV 57%

IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology

Pardis Afshar, Sajjad Hashembeiki, Pouya Khani, Emad Fatemizadeh, Mohammad Hossein Rohban

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 19 pages, 6 figures

2309.13611 2024-09-04 eess.IV cs.IR physics.optics 57%

Sparsity-regularized coded ptychography for robust and efficient lensless microscopy on a chip

Ninghe Liu, Qianhao Zhao, Guoan Zheng

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

Comments 14 pages, 7 figures

2408.13981 2024-08-27 cs.CV 57%

ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer

Lu Wen, Wenxia Yin, Zhenghao Feng, Xi Wu, Deng Xiong, Yan Wang

专题命中病理影像：CT(abstract)；分类 cs.CV

Comments Accepted by 2024 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM)

2408.12825 2024-08-26 cs.CV 57%

MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification

Mingxi Ouyang, Yuqiu Fu, Renao Yan, ShanShan Shi, Xitong Ling, Lianghui Zhu, Yonghong He, Tian Guan

专题命中病理影像：pathology(abstract)；分类 cs.CV

2408.08527 2024-08-19 cs.CV cs.AI 57%

Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading

Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen

专题命中病理影像：pathology(abstract)；分类 cs.CV

2407.17900 2024-08-16 cs.CL cs.LG 57%

The Power of Combining Data and Knowledge: GPT-4o is an Effective Interpreter of Machine Learning Models in Predicting Lymph Node Metastasis of Lung Cancer

Danqing Hu, Bing Liu, Xiaofeng Zhu, Nan Wu

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

2402.15894 2024-08-16 cs.CV 57%

Multi-graph Graph Matching for Coronary Artery Semantic Labeling

Chen Zhao, Zhihui Xu, Pukar Baral, Michel Esposito, Weihua Zhou

专题命中病理影像：pathology(abstract)；分类 cs.CV

2407.14631 2024-08-09 cs.LG cs.AI cs.NE stat.ML 57%

Two new feature selection methods based on learn-heuristic techniques for breast cancer prediction: A comprehensive analysis

Kamyab Karimi, Ali Ghodratnama, Reza Tavakkoli-Moghaddam

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

Comments 36 pages, 3 figures, 12 tables

Journal ref Annals of Operations Research, 328(1), 665-700 (2023)

2404.02282 2024-08-09 cs.CV 57%

Smooth Deep Saliency

Rudolf Herdt, Maximilian Schmidt, Daniel Otero Baguer, Peter Maaß

专题命中病理影像：pathology(abstract)；分类 cs.CV

2408.03954 2024-08-09 cs.CV 57%

Histopathology image embedding based on foundation models features aggregation for patient treatment response prediction

Bilel Guetarni, Feryal Windal, Halim Benhabiles, Mahfoud Chaibi, Romain Dubois, Emmanuelle Leteurtre, Dominique Collard

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Accepted at MICCAI 2024 workshop MOVI

2407.17956 2024-07-29 cs.CV 57%

SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images

Wenxi Li, Ruxin Zhang, Haozhe Lin, Yuchen Guo, Chao Ma, Xiaokang Yang

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments This paper is accepted to ECML-PKDD 2024

Journal ref Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2024

2407.17689 2024-07-26 cs.CV 57%

SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification

Heng Fang, Sheng Huang, Wenhao Tang, Luwen Huangfu, Bo Liu

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments accepted by ACM Multimedia 2024

2407.17267 2024-07-25 cs.CV 57%

M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis

Junyu Li, Ye Zhang, Wen Shu, Xiaobing Feng, Yingchun Wang, Pengju Yan, Xiaolin Li, Chulin Sha, Min He

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 25pages,5figures

2303.16247 2024-07-23 cs.CV 57%

Data Efficient Contrastive Learning in Histopathology using Active Sampling

Tahsin Reasat, Asif Sushmit, David S. Smith

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments fixed typos, added analysis on sample selection, Accepted at MLWA

2407.12697 2024-07-18 cs.CV 57%

Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection

Mahdi Gilany, Mohamed Harmanani, Paul Wilson, Minh Nguyen Nhat To, Amoon Jamzad, Fahimeh Fooladgar, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2407.05603 2024-07-09 cs.CV cs.AI 57%

WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering

Pingyi Chen, Chenglu Zhu, Sunyi Zheng, Honglin Li, Lin Yang

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Accepted at ECCV 2024

2406.06517 2024-07-09 cs.CV 57%

Genomics-guided Representation Learning for Pathologic Pan-cancer Tumor Microenvironment Subtype Prediction

Fangliangzi Meng, Hongrun Zhang, Ruodan Yan, Guohui Chuai, Chao Li, Qi Liu

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments MICCAI2024

2407.02770 2024-07-04 cs.LG cs.CE 57%

Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties

Ning Liu, Siavash Jafarzadeh, Brian Y. Lattimer, Shuna Ni, Jim Lua, Yue Yu

专题命中病理影像：pathology(abstract)；分类 cs.LG

2407.00438 2024-07-03 cs.CV 57%

AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients

Rikhil Seshadri, Jayant Siva, Angelica Bartholomew, Clara Goebel, Gabriel Wallerstein-King, Beatriz López Morato, Nicholas Heller, Jason Scovell, Rebecca Campbell, Andrew Wood, Michal Ozery-Flato, Vesna Barros, Maria Gabrani, Michal Rosen-Zvi, Resha Tejpaul, Vidhyalakshmi Ramesh, Nikolaos Papanikolopoulos, Subodh Regmi, Ryan Ward, Robert Abouassaly, Steven C. Campbell, Erick Remer, Christopher Weight

专题命中病理影像：CT(abstract)；分类 cs.CV

Comments 10 pages, 3 figures, 2 tables

2308.13049 2024-06-26 cs.LG 57%

Bayesian Exploration Networks

Mattie Fellows, Brandon Kaplowitz, Christian Schroeder de Witt, Shimon Whiteson

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Typos fixed and provided clearer proof of Theorem 3.2

2309.09196 2024-06-21 cs.CV 57%

Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition

Xiaoqing Zhang, Jilu Zhao, Yan Li, Hao Wu, Xiangtian Zhou, Jiang Liu

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 37 pages

2012.12986 2024-06-19 physics.med-ph eess.IV physics.app-ph 57%

Extracting quantitative biological information from brightfield cell images using deep learning

Saga Helgadottir, Benjamin Midtvedt, Jesús Pineda, Alan Sabirsh, Caroline B. Adiels, Stefano Romeo, Daniel Midtvedt, Giovanni Volpe

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

Comments 12 pages, 4 figures

2406.10801 2024-06-18 cs.CV 57%

Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification

Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang

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

Comments IEEE ISBI2024

2310.08596 2024-06-18 eess.IV cs.IR math.DS 57%

Predicting Lung Cancer's Metastats' Locations Using Bioclinical Model

Teddy Lazebnik, Svetlana Bunimovich-Mendrazitsky

专题命中病理影像：CT(abstract)；分类 eess.IV

1. 病理影像 3453 篇

Element-wise Multiplication Based Deeper Physics-Informed Neural Networks

Stain Normalization of Hematology Slides using Neural Color Transfer

End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images

Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification

Spatial Diffusion for Cell Layout Generation

Boosting Vision-Language Models for Histopathology Classification: Predict all at once

IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology

Sparsity-regularized coded ptychography for robust and efficient lensless microscopy on a chip

ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer

MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification

Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading

The Power of Combining Data and Knowledge: GPT-4o is an Effective Interpreter of Machine Learning Models in Predicting Lymph Node Metastasis of Lung Cancer

Multi-graph Graph Matching for Coronary Artery Semantic Labeling

Two new feature selection methods based on learn-heuristic techniques for breast cancer prediction: A comprehensive analysis

Smooth Deep Saliency

Histopathology image embedding based on foundation models features aggregation for patient treatment response prediction

SaccadeDet: A Novel Dual-Stage Architecture for Rapid and Accurate Detection in Gigapixel Images

SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification

M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis

Data Efficient Contrastive Learning in Histopathology using Active Sampling

Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection

WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering

Genomics-guided Representation Learning for Pathologic Pan-cancer Tumor Microenvironment Subtype Prediction

Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties

AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients

Bayesian Exploration Networks

Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition

Extracting quantitative biological information from brightfield cell images using deep learning

Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification

Predicting Lung Cancer's Metastats' Locations Using Bioclinical Model