医学 AI - arXivDaily 专题

2306.07831 2023-06-14 cs.CV 57%

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images

Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted to CVPR 2023

2305.20058 2023-06-01 cs.CV 57%

Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning

Imane Nedjar, Mohammed Brahimi, Said Mahmoudi, Khadidja Abi Ayad, Mohammed Amine Chikh

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2305.15773 2023-05-26 cs.CV 57%

Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification

Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2304.10830 2023-04-24 cs.LG math.OC stat.AP 57%

Rolling Lookahead Learning for Optimal Classification Trees

Zeynel Batuhan Organ, Enis Kayış, Taghi Khaniyev

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments 41 pages, 19 tables, 10 figures

2304.09314 2023-04-20 cs.CV 57%

Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological Slides

Bo Yu, Hechang Chen, Yunke Zhang, Lele Cong, Shuchao Pang, Hongren Zhou, Ziye Wang, Xianling Cong

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Journal ref [J]. Knowledge-Based Systems, 2023, 260: 110168

2209.06185 2023-04-07 cs.CV 57%

HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning

Joseph DiPalma, Lorenzo Torresani, Saeed Hassanpour

专题命中病理影像：pathology(abstract)；分类 cs.CV

2304.01053 2023-04-04 cs.CV 57%

ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis

Xuan Xu, Saarthak Kapse, Rajarsi Gupta, Prateek Prasanna

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Submitted to MICCAI 2023

2302.10574 2023-03-31 cs.CV cs.AI 57%

MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis

Weiqin Zhao, Shujun Wang, Maximus Yeung, Tianye Niu, Lequan Yu

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments AAAI 2023

2303.16533 2023-03-30 cs.CV 57%

Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles

Mehdi Naouar, Gabriel Kalweit, Ignacio Mastroleo, Philipp Poxleitner, Marc Metzger, Joschka Boedecker, Maria Kalweit

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2210.04994 2023-03-17 stat.ML cs.AI cs.LG 57%

Sampling-based inference for large linear models, with application to linearised Laplace

Javier Antorán, Shreyas Padhy, Riccardo Barbano, Eric Nalisnick, David Janz, José Miguel Hernández-Lobato

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Published at ICLR 2023. This latest Arxiv version is extended with a demonstration of the proposed methods on the Imagenet dataset

2210.05367 2023-03-07 cs.LG 57%

Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient

Wubing Chen, Wenbin Li, Xiao Liu, Shangdong Yang, Yang Gao

专题命中病理影像：pathology(abstract)；分类 cs.LG

2212.07724 2023-02-23 cs.CV 57%

Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays

Jonas Ammeling, Lars-Henning Schmidt, Jonathan Ganz, Tanja Niedermair, Christoph Brochhausen-Delius, Christian Schulz, Katharina Breininger, Marc Aubreville

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Final version for the BVM 2023 Workshop

2302.09659 2023-02-21 cs.LG 57%

Interpret Your Care: Predicting the Evolution of Symptoms for Cancer Patients

Rupali Bhati, Jennifer Jones, Audrey Durand

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

2208.06445 2023-01-18 cs.CV 57%

CCRL: Contrastive Cell Representation Learning

Ramin Nakhli, Amirali Darbandsari, Hossein Farahani, Ali Bashashati

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted to ECCVW 2022

2212.13936 2022-12-29 cs.LG cs.AI stat.ME stat.ML 57%

On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations

Tim G. J. Rudner, Cong Lu, Michael A. Osborne, Yarin Gal, Yee Whye Teh

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Published in Advances in Neural Information Processing Systems 34 (NeurIPS 2021)

2212.05150 2022-12-13 cs.LG 57%

Improving Precancerous Case Characterization via Transformer-based Ensemble Learning

Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira

专题命中病理影像：pathology(abstract)；分类 cs.LG

2212.03250 2022-12-08 cs.CV 57%

Neural Cell Video Synthesis via Optical-Flow Diffusion

Manuel Serna-Aguilera, Khoa Luu, Nathaniel Harris, Min Zou

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

Comments 9 pages, 2 tables, 7 figures

2212.02794 2022-12-07 cs.CV 57%

Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification

Lalita Mishra, Shekhar Verma, Shirshu Varma

专题命中病理影像：MRI(abstract)；分类 cs.CV

2211.14861 2022-11-29 physics.med-ph eess.IV 57%

Realistic 3D printed imaging tumor phantoms for validation of image processing algorithms

Sepideh Hatamikia, Ingo Gulyas, Wolfgang Birkfellner, Gernot Kronreif, Alexander Unger, Gunpreet Oberoi, Andrea Lorenz, Ewald Unger, Joachim Kettenbach, Michael Figl, Janina Patsch, Andreas Strassl, Dietmar Georg, Andreas Renner

专题命中病理影像：CT(abstract)；分类 eess.IV

2107.04057 2022-11-17 cs.SD cs.LG eess.AS 57%

Machine Learning for Stuttering Identification: Review, Challenges and Future Directions

Shakeel Ahmad Sheikh, Md Sahidullah, Fabrice Hirsch, Slim Ouni

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Accepted in Journal of Neurocomputing 2022 https://doi.org/10.1016/j.neucom.2022.10.015

2208.12437 2022-11-01 cs.CV 57%

Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge

Hongyan Gu, Mohammad Haeri, Shuo Ni, Christopher Kazu Williams, Neda Zarrin-Khameh, Shino Magaki, Xiang 'Anthony' Chen

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 3 pages, 2 figures

2210.12584 2022-10-25 cs.LG cs.NA math.NA physics.bio-ph 57%

MR-Based Electrical Property Reconstruction Using Physics-Informed Neural Networks

Xinling Yu, José E. C. Serrallés, Ilias I. Giannakopoulos, Ziyue Liu, Luca Daniel, Riccardo Lattanzi, Zheng Zhang

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments 2 pages, 4 figures, accepted by QMR Lucca workshop on MR Phase, Magnetic Susceptibility and Electrical Properties Mapping

2210.09798 2022-10-19 cs.CV cs.AI 57%

HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology

Jelica Vasiljević, Friedrich Feuerhake, Cédric Wemmert, Thomas Lampert

专题命中病理影像：pathology(abstract)；分类 cs.CV

2210.05175 2022-10-12 cs.CV 57%

Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection

Cholmin Kang, Chunggi Lee, Heon Song, Minuk Ma, S ergio Pereira

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

2209.08770 2022-09-20 cs.CV 57%

S$^3$R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification

Xingran Xie, Yan Wang, Qingli Li

专题命中病理影像：pathology(abstract)；分类 cs.CV

2209.06305 2022-09-15 physics.optics eess.IV 57%

Ptychographic lens-less polarization microscopy

Jeongsoo Kim, Seungri Song, Bora Kim, Mirae Park, Seung Jae Oh, Daesuk Kim, Barry Cense, Yong-Min Huh, Joo Yong Lee, Chulmin Joo

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

Comments 18 pages, 10 figures, author names corrected

2204.11397 2022-09-07 physics.optics cs.CV 57%

Tensorial tomographic differential phase-contrast microscopy

Shiqi Xu, Xiang Dai, Xi Yang, Kevin C. Zhou, Kanghyun Kim, Vinayak Pathak, Carolyn Glass, Roarke Horstmeyer

专题命中病理影像：pathology(abstract)；分类 cs.CV

2208.03526 2022-09-02 cs.CV 57%

Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification

Zhikang Wang, Yue Bi, Tong Pan, Xiaoyu Wang, Chris Bain, Richard Bassed, Seiya Imoto, Jianhua Yao, Jiangning Song

专题命中病理影像：pathology(abstract)；分类 cs.CV

2208.14742 2022-09-01 eess.IV cs.AI 57%

Enhancing Early Lung Cancer Detection on Chest Radiographs with AI-assistance: A Multi-Reader Study

Gaetan Dissez, Nicole Tay, Tom Dyer, Matthew Tam, Richard Dittrich, David Doyne, James Hoare, Jackson J. Pat, Stephanie Patterson, Amanda Stockham, Qaiser Malik, Tom Naunton Morgan, Paul Williams, Liliana Garcia-Mondragon, Jordan Smith, George Pearse, Simon Rasalingham

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

2206.12505 2022-08-30 cs.CV 57%

Stain Based Contrastive Co-training for Histopathological Image Analysis

Bodong Zhang, Beatrice Knudsen, Deepika Sirohi, Alessandro Ferrero, Tolga Tasdizen

专题命中病理影像：pathology(abstract)；分类 cs.CV

1. 病理影像 3460 篇

Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images

Exploring Regions of Interest: Visualizing Histological Image Classification for Breast Cancer using Deep Learning

Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification

Rolling Lookahead Learning for Optimal Classification Trees

Data and Knowledge Co-driving for Cancer Subtype Classification on Multi-Scale Histopathological Slides

HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning

ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis

MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis

Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles

Sampling-based inference for large linear models, with application to linearised Laplace

Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient

Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays

Interpret Your Care: Predicting the Evolution of Symptoms for Cancer Patients

CCRL: Contrastive Cell Representation Learning

On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations

Improving Precancerous Case Characterization via Transformer-based Ensemble Learning

Neural Cell Video Synthesis via Optical-Flow Diffusion

Hybrid Model using Feature Extraction and Non-linear SVM for Brain Tumor Classification

Realistic 3D printed imaging tumor phantoms for validation of image processing algorithms

Machine Learning for Stuttering Identification: Review, Challenges and Future Directions

Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge

MR-Based Electrical Property Reconstruction Using Physics-Informed Neural Networks

HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology

Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection

S$^3$R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification

Ptychographic lens-less polarization microscopy

Tensorial tomographic differential phase-contrast microscopy

Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification

Enhancing Early Lung Cancer Detection on Chest Radiographs with AI-assistance: A Multi-Reader Study

Stain Based Contrastive Co-training for Histopathological Image Analysis