医学 AI - arXivDaily 专题

2307.11952 2023-07-25 cs.CV cs.AI 79%

Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction

Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang

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

Comments Accepted to MICCAI2023 (Top14%)

2301.11513 2023-07-25 cs.CV 79%

CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification

Tianyi Zhang, Zhiling Yan, Chunhui Li, Nan Ying, Yanli Lei, Yunlu Feng, Yu Zhao, Guanglei Zhang

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

2307.06344 2023-07-14 q-bio.QM cs.CV eess.IV 79%

The Whole Pathological Slide Classification via Weakly Supervised Learning

Qiehe Sun, Jiawen Li, Jin Xu, Junru Cheng, Tian Guan, Yonghong He

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

2307.05254 2023-07-12 cs.CV 79%

OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification

Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song

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

Comments Accepted by MICCAI2023

2307.01015 2023-07-04 cs.CV 79%

CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement

Seonghui Min, Won-Ki Jeong

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

2304.07787 2023-04-18 cs.LG 79%

Harnessing Digital Pathology And Causal Learning To Improve Eosinophilic Esophagitis Dietary Treatment Assignment

Eliel Aknin, Ariel Larey, Julie M. Caldwell, Margaret H. Collins, Juan P. Abonia, Seema S. Aceves, Nicoleta C. Arva, Mirna Chehade, Evan S. Dellon, Nirmala Gonsalves, Sandeep K. Gupta, John Leung, Kathryn A. Peterson, Tetsuo Shoda, Jonathan M. Spergel, Marc E. Rothenberg, Yonatan Savir

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

Comments 11 pages, 5 figures

2304.05153 2023-04-12 cs.CV cs.AI 79%

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

Omar S. M. El Nahhas, Chiara M. L. Loeffler, Zunamys I. Carrero, Marko van Treeck, Fiona R. Kolbinger, Katherine J. Hewitt, Hannah S. Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge S. Reis-Filho, Jakob Nikolas Kather

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

2212.12105 2023-03-24 cs.CV 79%

Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology

Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Maria Vakalopoulou, Joel Saltz, Dimitris Samaras

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

Comments Accept to IPMI 2023

2303.08446 2023-03-16 cs.CV 79%

Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification

Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang

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

Comments Accepted to CVPR 2023

2207.06733 2022-07-15 cs.CV 79%

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images

Jiawei Yang, Hanbo Chen, Yuan Liang, Junzhou Huang, Lei He, Jianhua Yao

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

Comments Accepted as an ECCV 2022 paper. Code is available at https://github.com/Jiawei-Yang/ConCL or https://github.com/TencentAILabHealthcare/ConCL

2206.14973 2022-07-01 cs.CV cs.AI 79%

Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology

Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang

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

Comments MICAAI2022

2101.08136 2022-04-26 eess.IV physics.med-ph 79%

High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer

Yuting Gao, Jiurun Chen, Aiye Wang, An Pan, Caiwen Ma, Baoli Yao

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

Comments 24 pages, 8 figures

2009.05094 2022-04-22 cs.LG 79%

Why I'm not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports

Sayera Dhaubhadel, Jamaludin Mohd-Yusof, Kumkum Ganguly, Gopinath Chennupati, Sunil Thulasidasan, Nicolas W. Hengartner, Brent J. Mumphrey, Eric B. Durbin, Jennifer A. Doherty, Mireille Lemieux, Noah Schaefferkoetter, Georgia Tourassi, Linda Coyle, Lynne Penberthy, Benjamin H. McMahon, Tanmoy Bhattacharya

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

2204.04494 2022-04-12 cs.CV 79%

DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides

Parmida Ghahremani, Joseph Marino, Ricardo Dodds, Saad Nadeem

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

Comments CVPR 2022. First three authors contributed equally. Demo paper accompanying DeepLIIF Nature Machine Intelligence paper (https://www.nature.com/articles/s42256-022-00471-x)

2203.00008 2022-03-02 physics.med-ph eess.IV physics.optics 79%

Learned end-to-end high-resolution lensless fiber imaging toward intraoperative real-time cancer diagnosis

Jiachen Wu, Tijue Wang, Ortrud Uckermann, Roberta Galli, Gabriele Schackert, Liangcai Cao, Jürgen Czarske, Robert Kuschmierz

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

2112.09895 2021-12-21 cs.LG cs.AI 79%

Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows

Junchi Yu, Tingyang Xu, Ran He

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

2111.05794 2021-11-11 cs.HC cs.AI cs.CV 79%

PIMIP: An Open Source Platform for Pathology Information Management and Integration

Jialun Wu, Anyu Mao, Xinrui Bao, Haichuan Zhang, Zeyu Gao, Chunbao Wang, Tieliang Gong, Chen Li

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

Comments BIBM 2021 accepted, including 8 pages, 8 figures

2106.02473 2021-11-03 cs.CV 79%

GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric Cancer

Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Yong Zhang, Haoyuan Chen, Wanli Liu, Changhao Sun, Yudong Yao, Hongzan Sun, Marcin Grzegorzek

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

2107.00934 2021-10-26 cs.CV 79%

Hybrid Supervision Learning for Pathology Whole Slide Image Classification

Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang

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

Comments Accepted in MICCAI2021

2109.01526 2021-10-25 eess.IV 79%

Mitosis Detection for Breast Cancer Pathology Images Using UV-Net

Seyed H. Mirjahanmardi, Samir Mitha, Salar Razavi, Susan Done, April Khademi

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

2110.04875 2021-10-12 cs.HC cs.CV cs.GR 79%

Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data

Jared Jessup, Robert Krueger, Simon Warchol, John Hoffer, Jeremy Muhlich, Cecily C. Ritch, Giorgio Gaglia, Shannon Coy, Yu-An Chen, Jia-Ren Lin, Sandro Santagata, Peter K. Sorger, Hanspeter Pfister

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

2108.11034 2021-08-26 cs.CL cs.LG 79%

Natural Language Processing Accurately Categorizes Indications, Findings and Pathology Reports from Multicenter Colonoscopy

Shashank Reddy Vadyala, Eric A. Sherer

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

Comments 18 pages, 3 figures

2108.06859 2021-08-17 cs.CV 79%

Probeable DARTS with Application to Computational Pathology

Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang

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

2106.12526 2021-06-24 eess.IV 79%

Weakly Supervised Registration of Prostate MRI and Histopathology Images

Wei Shao, Indrani Bhattacharya, Simon J. C. Soerensen, Christian A. Kunder, Jeffrey B. Wang, Richard E. Fan, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu

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

Comments Accepted to MICCAI 2021

2011.12646 2021-05-17 cs.CV 79%

Quantifying Explainers of Graph Neural Networks in Computational Pathology

Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel

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

Comments CVPR 2021

2102.11057 2021-03-18 cs.CV 79%

Hierarchical Graph Representations in Digital Pathology

Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani

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

2101.02183 2021-01-07 eess.IV 79%

Quick Annotator: an open-source digital pathology based rapid image annotation tool

Runtian Miao, Robert Toth, Yu Zhou, Anant Madabhushi, Andrew Janowczyk

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

Comments The submission includes 14 pages, 7 figures, 2 tables,and 21 references. It is a new submission

2012.08113 2020-12-16 cs.CL cs.LG 79%

Enriched Annotations for Tumor Attribute Classification from Pathology Reports with Limited Labeled Data

Nick Altieri, Briton Park, Mara Olson, John DeNero, Anobel Odisho, Bin Yu

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

2008.12829 2020-09-10 cs.LG stat.ML 79%

A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments

Ryan J. Urbanowicz, Pranshu Suri, Yuhan Cui, Jason H. Moore, Karen Ruth, Rachael Stolzenberg-Solomon, Shannon M. Lynch

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

Comments 22 pages, 12 figures

2009.00542 2020-09-02 cs.LG 79%

Hierarchical Deep Learning Classification of Unstructured Pathology Reports to Automate ICD-O Morphology Grading

Waheeda Saib, Tapiwa Chiwewe, Elvira Singh

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

Comments Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216. arXiv admin note: substantial text overlap with arXiv:2008.12571

1. 病理影像 3457 篇

Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction

CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification

The Whole Pathological Slide Classification via Weakly Supervised Learning

OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification

CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement

Harnessing Digital Pathology And Causal Learning To Improve Eosinophilic Esophagitis Dietary Treatment Assignment

Regression-based Deep-Learning predicts molecular biomarkers from pathology slides

Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology

Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images

Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology

High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer

Why I'm not Answering: Understanding Determinants of Classification of an Abstaining Classifier for Cancer Pathology Reports

DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides

Learned end-to-end high-resolution lensless fiber imaging toward intraoperative real-time cancer diagnosis

Towards the Explanation of Graph Neural Networks in Digital Pathology with Information Flows

PIMIP: An Open Source Platform for Pathology Information Management and Integration

GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric Cancer

Hybrid Supervision Learning for Pathology Whole Slide Image Classification

Mitosis Detection for Breast Cancer Pathology Images Using UV-Net

Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data

Natural Language Processing Accurately Categorizes Indications, Findings and Pathology Reports from Multicenter Colonoscopy

Probeable DARTS with Application to Computational Pathology

Weakly Supervised Registration of Prostate MRI and Histopathology Images

Quantifying Explainers of Graph Neural Networks in Computational Pathology

Hierarchical Graph Representations in Digital Pathology

Quick Annotator: an open-source digital pathology based rapid image annotation tool

Enriched Annotations for Tumor Attribute Classification from Pathology Reports with Limited Labeled Data

A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments

Hierarchical Deep Learning Classification of Unstructured Pathology Reports to Automate ICD-O Morphology Grading