医学 AI - arXivDaily 专题

2202.07001 2022-09-08 eess.IV cs.CV 62%

Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images

Quoc Dang Vu, Kashif Rajpoot, Shan E Ahmed Raza, Nasir Rajpoot

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

2208.06833 2022-08-16 eess.IV cs.CV 62%

Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification

Tianyi Zhang, Youdan Feng, Yunlu Feng, Yu Zhao, Yanli Lei, Nan Ying, Zhiling Yan, Yufang He, Guanglei Zhang

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

Comments arXiv admin note: substantial text overlap with arXiv:2206.03080

2208.06353 2022-08-15 eess.IV cs.CV cs.NE 62%

Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function

Bhoj Raj Pandit, Abeer Alsadoon, P. W. C. Prasad, Sarmad Al Aloussi, Tarik A. Rashid, Omar Hisham Alsadoon, Oday D. Jerew

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

Comments 22pages

Journal ref Multimedia Tools and Applications, 2022

2208.03688 2022-08-09 eess.IV cs.CV physics.app-ph 62%

Image denoising in acoustic field microscopy

Shubham Kumar Gupta, Azeem Ahmad, Prakhar Kumar, Frank Melandso, Anowarul Habib

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

Comments 3 figures

2208.00594 2022-08-02 eess.IV cs.CV 62%

Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network

Hayder A. Khikani, Naira Elazab, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah

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

Comments 18 pages, 2 figures, 3 tables

2107.14292 2022-07-05 eess.IV cs.CV 62%

Automatic Multi-Stain Registration of Whole Slide Images in Histopathology

Abubakr Shafique, Morteza Babaie, Mahjabin Sajadi, Adrian Batten, Soma Skdar, H. R. Tizhoosh

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

Comments Accepted in EMBC 2021 : 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

2206.09128 2022-06-22 eess.IV cs.CV 62%

A Combined PCA-MLP Network for Early Breast Cancer Detection

Md. Wahiduzzaman Khan Arnob, Arunima Dey Pooja, Md. Saif Hassan Onim

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

2206.06235 2022-06-14 eess.IV cs.CV 62%

Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization

Weiwei Zong, Eric Carver, Simeng Zhu, Eric Schaff, Daniel Chapman, Joon Lee, Hassan Bagher Ebadian, Indrin Chetty, Benjamin Movsas, Winston Wen, Tarik Alafif, Xiangyun Zong

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

Comments arXiv admin note: text overlap with arXiv:1903.12331

2206.01735 2022-06-07 eess.IV cs.CV 62%

Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning

Md. Atik Ahamed, Rabeya Tus Sadia

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

2205.15290 2022-06-01 cs.CV cs.AI cs.LG 62%

Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer

Fu-Ming Guo, Yingfang Fan

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

2205.12438 2022-05-26 eess.IV cs.CV cs.HC 62%

Skin Cancer Diagnostics with an All-Inclusive Smartphone Application

Upender Kalwa, Christopher Legner, Taejoon Kong, Santosh Pandey

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

Journal ref Symmetry 2019

2204.11425 2022-05-11 eess.IV cs.CV 62%

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

Shengjie Liu, Chuang Zhu, Feng Xu, Xinyu Jia, Zhongyue Shi, Mulan Jin

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

Comments Accepted by CVPR2022 Workshop

2204.08311 2022-05-11 cs.CV cs.LG 62%

Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology

Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek

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

2205.01674 2022-05-05 eess.IV cs.CV 62%

MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer

Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem

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

Comments 10 pages

2202.08437 2022-05-04 eess.IV cs.CV 62%

Visual attention analysis of pathologists examining whole slide images of Prostate cancer

Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras

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

Comments ISBI 2022 (Oral presentation)

2204.10142 2022-04-22 eess.IV cs.CV 62%

Multiple EffNet/ResNet Architectures for Melanoma Classification

Jiaqi Xue, Chentian Ma, Li Li, Xuan Wen

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

Comments 16 pages,20 figures

Journal ref 2021 International Conference on Computer Engineering and Application (ICCEA)

2203.12112 2022-04-19 eess.IV cs.CV 62%

Lymphocyte Classification in Hyperspectral Images of Ovarian Cancer Tissue Biopsy Samples

Benjamin Paulson, Theodore Colwell, Natalia Bukowski, Joseph Weller, Andrew Crisler, John Cisler, Alexander Drobek, Alexander Neuwirth

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

Comments There are significant gaps in our discussion of hardware and data sources. Our collaborators are publishing a separate work that acknowledges these factors, and our work is misleading without this context. We will need to withdraw this document and incorporate these findings into future work that appropriately references our collaborators' research

2204.06455 2022-04-15 eess.IV cs.CV 62%

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma

Chu Han, Xipeng Pan, Lixu Yan, Huan Lin, Bingbing Li, Su Yao, Shanshan Lv, Zhenwei Shi, Jinhai Mai, Jiatai Lin, Bingchao Zhao, Zeyan Xu, Zhizhen Wang, Yumeng Wang, Yuan Zhang, Huihui Wang, Chao Zhu, Chunhui Lin, Lijian Mao, Min Wu, Luwen Duan, Jingsong Zhu, Dong Hu, Zijie Fang, Yang Chen, Yongbing Zhang, Yi Li, Yiwen Zou, Yiduo Yu, Xiaomeng Li, Haiming Li, Yanfen Cui, Guoqiang Han, Yan Xu, Jun Xu, Huihua Yang, Chunming Li, Zhenbing Liu, Cheng Lu, Xin Chen, Changhong Liang, Qingling Zhang, Zaiyi Liu

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

2012.05197 2022-03-31 cs.CV cs.LG 62%

Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading

Ellery Wulczyn, Kunal Nagpal, Matthew Symonds, Melissa Moran, Markus Plass, Robert Reihs, Farah Nader, Fraser Tan, Yuannan Cai, Trissia Brown, Isabelle Flament-Auvigne, Mahul B. Amin, Martin C. Stumpe, Heimo Muller, Peter Regitnig, Andreas Holzinger, Greg S. Corrado, Lily H. Peng, Po-Hsuan Cameron Chen, David F. Steiner, Kurt Zatloukal, Yun Liu, Craig H. Mermel

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

Journal ref Nature Communications Medicine (2021)

2203.15015 2022-03-30 eess.IV cs.CV 62%

Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation

David Joon Ho, M. Herman Chui, Chad M. Vanderbilt, Jiwon Jung, Mark E. Robson, Chan-Sik Park, Jin Roh, Thomas J. Fuchs

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

2203.10645 2022-03-29 eess.IV cs.CV 62%

Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders

Wei Xiong, Neil Yeung, Shubo Wang, Haofu Liao, Liyun Wang, Jiebo Luo

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

Comments 18 pages

2203.11943 2022-03-24 eess.IV cs.LG 62%

A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction

Thibaud Brochet, Jérôme Lapuyade-Lahorgue, Pierre Vera, Su Ruan

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

Comments 11 pages, 3 figures

Journal ref Entropy 2022, 24(4), 436;

2203.07452 2022-03-16 eess.IV cs.CV 62%

A deep learning pipeline for breast cancer ki-67 proliferation index scoring

Khaled Benaggoune, Zeina Al Masry, Jian Ma, Christine Devalland, L. H Mouss, Noureddine Zerhouni

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

2203.00030 2022-03-02 eess.IV cs.CV physics.optics 62%

Spatio-temporal Vision Transformer for Super-resolution Microscopy

Charles N. Christensen, Meng Lu, Edward N. Ward, Pietro Lio, Clemens F. Kaminski

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

Comments 8 pages, 9 figures. Source code: https://github.com/charlesnchr/vsr-sim

2202.13372 2022-03-01 eess.IV cs.CV 62%

Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images

Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang

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

2201.10353 2022-02-28 cs.LG cs.AI cs.CV 62%

A Multi-modal Fusion Framework Based on Multi-task Correlation Learning for Cancer Prognosis Prediction

Kaiwen Tan, Weixian Huang, Xiaofeng Liu, Jinlong Hu, Shoubin Dong

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

2202.06073 2022-02-15 eess.IV cs.CV 62%

Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations

Aravind Ravi

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

2201.08385 2022-02-01 eess.IV cs.AI cs.CV 62%

Improving Specificity in Mammography Using Cross-correlation between Wavelet and Fourier Transform

Liuhua Zhang

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

2201.11866 2022-01-31 eess.IV cs.CV 62%

Calibrating Histopathology Image Classifiers using Label Smoothing

Jerry Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour

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

2109.01485 2022-01-21 eess.IV cs.CV 62%

MitoDet: Simple and robust mitosis detection

Jakob Dexl, Michaela Benz, Volker Bruns, Petr Kuritcyn, Thomas Wittenberg

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

Comments Corrected typos

1. 病理影像 3453 篇

Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images

Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification

Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function

Image denoising in acoustic field microscopy

Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network

Automatic Multi-Stain Registration of Whole Slide Images in Histopathology

A Combined PCA-MLP Network for Early Breast Cancer Detection

Prostate Cancer Malignancy Detection and localization from mpMRI using auto-Deep Learning: One Step Closer to Clinical Utilization

Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning

Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer

Skin Cancer Diagnostics with an All-Inclusive Smartphone Application

BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix

Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology

MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer

Visual attention analysis of pathologists examining whole slide images of Prostate cancer

Multiple EffNet/ResNet Architectures for Melanoma Classification

Lymphocyte Classification in Hyperspectral Images of Ovarian Cancer Tissue Biopsy Samples

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma

Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading

Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation

Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders

A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction

A deep learning pipeline for breast cancer ki-67 proliferation index scoring

Spatio-temporal Vision Transformer for Super-resolution Microscopy

Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images

A Multi-modal Fusion Framework Based on Multi-task Correlation Learning for Cancer Prognosis Prediction

Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations

Improving Specificity in Mammography Using Cross-correlation between Wavelet and Fourier Transform

Calibrating Histopathology Image Classifiers using Label Smoothing

MitoDet: Simple and robust mitosis detection