医学 AI - arXivDaily 专题

2303.09930 2023-03-20 cs.CV 70%

Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring

Nikhil Cherian Kurian, Varsha S, Abhijit Patil, Shashikant Khade, Amit Sethi

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

2303.05180 2023-03-10 cs.CV cs.AI 70%

Classification in Histopathology: A unique deep embeddings extractor for multiple classification tasks

Adrien Nivaggioli, Nicolas Pozin, Rémy Peyret, Stéphane Sockeel, Marie Sockeel, Nicolas Nerrienet, Marceau Clavel, Clara Simmat, Catherine Miquel

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

2301.09617 2023-03-02 cs.CV 70%

Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas P. West, Jan Moritz Niehues, Gregory Patrick Veldhuizen, Philip Quirke, Heike I. Grabsch, Piet A. van den Brandt, Gordon G. A. Hutchins, Susan D. Richman, Tanwei Yuan, Rupert Langer, Josien Christina Anna Jenniskens, Kelly Offermans, Wolfram Mueller, Richard Gray, Stephen B. Gruber, Joel K. Greenson, Gad Rennert, Joseph D. Bonner, Daniel Schmolze, Jacqueline A. James, Maurice B. Loughrey, Manuel Salto-Tellez, Hermann Brenner, Michael Hoffmeister, Daniel Truhn, Julia A. Schnabel, Melanie Boxberg, Tingying Peng, Jakob Nikolas Kather

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

Comments Updated Figure 2 and Table A.5

2210.03664 2022-10-11 cs.CV 70%

Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song

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

Comments Accepted by NeurIPS 2022

2206.03080 2022-06-08 eess.IV 70%

Pancreatic Cancer ROSE Image Classification Based on Multiple Instance Learning with Shuffle Instances

Tianyi Zhang, Youdan Feng, Yunlu Feng, Guanglei Zhang

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

1904.00942 2022-05-02 cs.LG stat.ML 70%

Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning

Wouter A. C. van Amsterdam, Marinus J. C. Eijkemans

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

Comments Initial version presented at AAAI-WHY spring symposium, 2019

Journal ref npj Digit. Med. 2, 122 (2019)

2204.11994 2022-04-28 cs.CV 70%

Contrastive learning-based computational histopathology predict differential expression of cancer driver genes

Haojie Huang, Gongming Zhou, Xuejun Liu, Lei Deng, Chen Wu, Dachuan Zhang, Hui Liu

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

2003.11148 2022-01-31 cs.GR eess.IV 70%

Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration

Kaisa Liimatainen, Leena Latonen, Masi Valkonen, Kimmo Kartasalo, Pekka Ruusuvuori

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

2105.09974 2022-01-26 cs.LG 70%

Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems

Lourdes Duran-Lopez, Juan P. Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Angel Jimenez-Fernandez, Saturnino Vicente-Diaz, Alejandro Linares-Barranco

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

Comments 9 pages, 5 figures

Journal ref Computers in Biology and Medicine (2021)

2104.07169 2021-12-22 physics.optics eess.IV physics.bio-ph 70%

Synthetic aperture interference light (SAIL) microscopy for high-throughput label-free imaging

Chenfei Hu, Mikhail E. Kandel, Young Jae Lee, Gabriel Popescu

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

2106.00908 2021-11-02 cs.CV 70%

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

Zhuchen Shao, Hao Bian, Yang Chen, Yifeng Wang, Jian Zhang, Xiangyang Ji, Yongbing Zhang

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

2105.10262 2021-05-25 cs.CV 70%

Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval

Satya Rajendra Singh, Shiv Ram Dubey, Shruthi MS, Sairathan Ventrapragada, Saivamshi Salla Dasharatha

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

2006.06038 2021-03-29 cs.CV 70%

Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images

Ruining Deng, Haichun Yang, Aadarsh Jha, Yuzhe Lu, Peng Chu, Agnes B. Fogo, Yuankai Huo

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

Comments Accepted by IEEE Transactions on Medical Imaging

2103.09764 2021-03-18 cs.CV 70%

HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification

Yanlun Tu, Houchao Lei, Wei Long, Yang Yang

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

2010.05027 2021-02-09 cs.CV 70%

Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Network

Jun Wang, Qianying Liu, Haotian Xie, Zhaogang Yang, Hefeng Zhou

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

Comments 17 pages, 7 figures, 2 tables, journal

2101.00216 2021-01-05 cs.CV 70%

Brain Tumor Detection and Classification based on Hybrid Ensemble Classifier

Ginni Garg, Ritu Garg

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

Comments 18 Pages, 12 figures, 4 Tables

1812.01951 2020-09-09 eess.IV 70%

Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet

Uday Kamal, Abdul Muntakim Rafi, Rakibul Hoque, Jonathan Wu, Md. Kamrul Hasan

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

2003.07911 2020-08-20 cs.CV 70%

Breast Cancer Detection Using Convolutional Neural Networks

Simon Hadush, Yaecob Girmay, Abiot Sinamo, Gebrekirstos Hagos

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

2005.03748 2020-05-11 cs.CV 70%

Recognizing Magnification Levels in Microscopic Snapshots

Manit Zaveri, Shivam Kalra, Morteza Babaie, Sultaan Shah, Savvas Damskinos, Hany Kashani, H. R. Tizhoosh

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

Comments 4 pages, 3 figures, 1 table

2004.08552 2020-04-21 cs.CV 70%

Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks

Gabriel Tjio, Xulei Yang, Jia Mei Hong, Sum Thai Wong, Vanessa Ding, Andre Choo, Yi Su

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

Comments 9 pages, 6 figures, 3 tables

2003.01109 2020-03-04 cs.CV 70%

Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography

Li Xiao, Cheng Zhu, Junjun Liu, Chunlong Luo, Peifang Liu, Yi Zhao

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

2002.08725 2020-02-21 cs.CV 70%

Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis

Maxime W. Lafarge, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Mitko Veta

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

1911.05115 2020-02-18 cs.CV 70%

Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging

Riqiang Gao, Lingfeng Li, Yucheng Tang, Sanja L. Antic, Alexis B. Paulson, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Bennett A. Landman

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

Comments Finalist for the 2020 Robert F. Wagner All Conference Best Student Paper Award, SPIE 2020 Medical Imaging. (Highest award in Image Processing section)

1903.10035 2019-11-22 cs.CV 70%

Automated Classification of Histopathology Images Using Transfer Learning

Muhammed Talo

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

1905.03371 2019-07-26 eess.IV physics.ins-det 70%

Rapid and robust whole slide imaging based on LED-array illumination and color-multiplexed single-shot autofocusing

Shaowei Jiang, Zichao Bian, Xizhi Huang, Pengming Song, He Zhang, Yongbing Zhang, Guoan Zheng

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

Journal ref Quantitative Imaging in Medicine and Surgery, 9(5), 823-831, (2019)

1707.03039 2019-04-26 cs.CV 70%

Rapid focus map surveying for whole slide imaging with continues sample motion

Jun Liao, Yutong Jiang, Zichao Bian, Bahareh Mahrou, Aparna Nambiar, Alexander W. Magsam, Kaikai Guo, Yong Ku Cho, Guoan Zheng

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

Journal ref Optics Letters, 42 (17), 3379-3382 (2017)

1903.12564 2019-04-01 cs.CV cs.AI 70%

Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection

Changhee Han, Leonardo Rundo, Ryosuke Araki, Yujiro Furukawa, Giancarlo Mauri, Hideki Nakayama, Hideaki Hayashi

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

Comments 13 pages, 6 figures, Accepted to Neural Approaches to Dynamics of Signal Exchanges as a Springer book chapter

1807.03136 2019-03-08 cs.CV 70%

G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification

Bingzhe Wu, Xiaolu Zhang, Shiwan Zhao, Lingxi Xie, Caihong Zeng, Zhihong Liu, Guangyu Sun

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

Comments Accepted by AAAI 2019

1903.01214 2019-03-05 cs.CV 70%

Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer

Wei-Wen Hsu, Chung-Hao Chen, Chang Hoa, Yu-Ling Hou, Xiang Gao, Yun Shao, Xueli Zhang, Jingjing Wang, Tao He, Yanghong Tai

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

Comments v1

1901.04641 2019-01-16 cs.CV 70%

SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells

Vignesh Sankar, Devinder Kumar, David A. Clausi, Graham W. Taylor, Alexander Wong

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

Comments First two authors have equal contribution

1. 病理影像 3457 篇

Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring

Classification in Histopathology: A unique deep embeddings extractor for multiple classification tasks

Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study

Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Pancreatic Cancer ROSE Image Classification Based on Multiple Instance Learning with Shuffle Instances

Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning

Contrastive learning-based computational histopathology predict differential expression of cancer driver genes

Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration

Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems

Synthetic aperture interference light (SAIL) microscopy for high-throughput label-free imaging

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval

Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images

HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification

Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Network

Brain Tumor Detection and Classification based on Hybrid Ensemble Classifier

Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet

Breast Cancer Detection Using Convolutional Neural Networks

Recognizing Magnification Levels in Microscopic Snapshots

Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks

Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography

Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis

Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging

Automated Classification of Histopathology Images Using Transfer Learning

Rapid and robust whole slide imaging based on LED-array illumination and color-multiplexed single-shot autofocusing

Rapid focus map surveying for whole slide imaging with continues sample motion

Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection

G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification

Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer

SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells