医学 AI

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

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

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

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification

Trinh Thi Le Vuong, Quoc Dang Vu, Mostafa Jahanifar, Simon Graham, Jin Tae Kwak, Nasir Rajpoot

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

Comments Accepted in ECCV2022 MCV Workshop

Nuclei instance segmentation and classification in histopathology images with StarDist

Martin Weigert, Uwe Schmidt

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

Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows

M. M. Amaan Valiuddin, Christiaan G. A. Viviers, Ruud J. G. van Sloun, Peter H. N. de With, Fons van der Sommen

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

Comments Published at 1st Workshop on Cancer Prevention through early detecTion (MICCAI 2022)

Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction

David Joon Ho, Narasimhan P. Agaram, Marc-Henri Jean, Stephanie D. Suser, Cynthia Chu, Chad M. Vanderbilt, Paul A. Meyers, Leonard H. Wexler, John H. Healey, Thomas J. Fuchs, Meera R. Hameed

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

Multiple Instance Neural Networks Based on Sparse Attention for Cancer Detection using T-cell Receptor Sequences

Younghoon Kim, Tao Wang, Danyi Xiong, Xinlei Wang, Seongoh Park

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

Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images

Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel

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

Comments Typos corrected; Changed dataset name from INSEC to CRC upon dataset creators' request; Update affiliation and fix typos;