医学 AI - arXivDaily 专题

2406.09968 2024-06-17 cs.LG cs.SD eess.AS 57%

Impact of Speech Mode in Automatic Pathological Speech Detection

Shakeel A. Sheikh, Ina Kodrasi

专题命中病理影像：pathology(abstract)；分类 cs.LG

Comments Accepted in EUSIPCO 2024

2406.08425 2024-06-13 cs.CV cs.AI 57%

AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images

Ayush Roy, Payel Pramanik, Dmitrii Kaplun, Sergei Antonov, Ram Sarkar

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2406.06337 2024-06-11 physics.optics eess.IV physics.bio-ph 57%

System- and Sample-agnostic Isotropic 3D Microscopy by Weakly Physics-informed, Domain-shift-resistant Axial Deblurring

Jiashu Han, Kunzan Liu, Keith B. Isaacson, Kristina Monakhova, Linda G. Griffith, Sixian You

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

Comments 27 pages, 6 figures

2303.11019 2024-06-10 cs.CV 57%

A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images

Hao Wang, Euijoon Ahn, Jinman Kim

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

2403.02611 2024-06-05 cs.CV cs.AI 57%

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

Yuelin Zhang, Pengyu Zheng, Wanquan Yan, Chengyu Fang, Shing Shin Cheng

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments CVPR 2024

2403.06439 2024-05-31 physics.optics eess.IV 57%

Wide-Field, High-Resolution Reconstruction in Computational Multi-Aperture Miniscope Using a Fourier Neural Network

Qianwan Yang, Ruipeng Guo, Guorong Hu, Yujia Xue, Yunzhe Li, Lei Tian

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

2405.20126 2024-05-31 cs.CV 57%

Federated and Transfer Learning for Cancer Detection Based on Image Analysis

Amine Bechar, Youssef Elmir, Yassine Himeur, Rafik Medjoudj, Abbes Amira

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2405.19754 2024-05-31 cs.CV cs.AI 57%

Mitigating annotation shift in cancer classification using single image generative models

Marta Buetas Arcas, Richard Osuala, Karim Lekadir, Oliver Díaz

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments Preprint of paper accepted at SPIE IWBI 2024 Conference

2405.17824 2024-05-29 cs.CV 57%

mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis

Quan Liu, Ruining Deng, Can Cui, Tianyuan Yao, Vishwesh Nath, Yucheng Tang, Yuankai Huo

专题命中病理影像：pathology(abstract)；分类 cs.CV

2310.05394 2024-05-28 cs.CV cs.AI 57%

CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratio

Gang Xu, Shuhao Wang, Lingyu Zhao, Xiao Chen, Tongwei Wang, Lang Wang, Zhenwei Luo, Dahan Wang, Zewen Zhang, Aijun Liu, Wei Ba, Zhigang Song, Huaiyin Shi, Dingrong Zhong, Jianpeng Ma

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 41 pages, 13 figures, published in Advanced Intelligent Systems

2405.15563 2024-05-27 cs.CV 57%

Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint)

Niloy Sikder, Md. Al-Masrur Khan, Anupam Kumar Bairagi, Mehedi Masud, Jun Jiat Tiang, Abdullah-Al Nahid

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2405.05674 2024-05-24 cs.CV physics.med-ph 57%

TransAnaNet: Transformer-based Anatomy Change Prediction Network for Head and Neck Cancer Patient Radiotherapy

Meixu Chen, Kai Wang, Michael Dohopolski, Howard Morgan, David Sher, Jing Wang

专题命中病理影像：CT(abstract)；分类 cs.CV

2405.10871 2024-05-20 cs.CV 57%

BraTS-Path Challenge: Assessing Heterogeneous Histopathologic Brain Tumor Sub-regions

Spyridon Bakas, Siddhesh P. Thakur, Shahriar Faghani, Mana Moassefi, Ujjwal Baid, Verena Chung, Sarthak Pati, Shubham Innani, Bhakti Baheti, Jake Albrecht, Alexandros Karargyris, Hasan Kassem, MacLean P. Nasrallah, Jared T. Ahrendsen, Valeria Barresi, Maria A. Gubbiotti, Giselle Y. López, Calixto-Hope G. Lucas, Michael L. Miller, Lee A. D. Cooper, Jason T. Huse, William R. Bell

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2405.09288 2024-05-16 cs.CV 57%

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations

Nima Fathi, Amar Kumar, Brennan Nichyporuk, Mohammad Havaei, Tal Arbel

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted to Medical Imaging with Deep Learning (MIDL) 2024

2405.08197 2024-05-15 cs.CV 57%

IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion

Jun Wang, Yu Mao, Yufei Cui, Nan Guan, Chun Jason Xue

专题命中病理影像：pathology(abstract)；分类 cs.CV

2401.06291 2024-05-14 cs.CV 57%

Frequency-Time Diffusion with Neural Cellular Automata

John Kalkhof, Arlene Kühn, Yannik Frisch, Anirban Mukhopadhyay

专题命中病理影像：pathology(abstract)；分类 cs.CV

2405.06992 2024-05-14 cs.LG stat.AP 57%

ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks

Wankang Zhai

专题命中病理影像：diagnosis(abstract)；分类 cs.LG

Comments 7pages, 7figures

2405.01937 2024-05-08 cs.CV 57%

An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images

Abdullah Alsalemi, Anza Shakeel, Mollie Clark, Syed Ali Khurram, Shan E Ahmed Raza

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 5 pages, 3 figures, accepted in ISBI 2024, update: corrected typos

2404.16421 2024-04-30 cs.CV 57%

SynCellFactory: Generative Data Augmentation for Cell Tracking

Moritz Sturm, Lorenzo Cerrone, Fred A. Hamprecht

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

2404.08917 2024-04-16 cs.CV 57%

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification

Binghua Li, Jie Mao, Zhe Sun, Chao Li, Qibin Zhao, Toshihisa Tanaka

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2404.01446 2024-04-12 cs.CV cs.AI 57%

Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning

Martim Afonso, Praphulla M. S. Bhawsar, Monjoy Saha, Jonas S. Almeida, Arlindo L. Oliveira

专题命中病理影像：pathology(abstract)；分类 cs.CV

2404.05362 2024-04-09 cs.CV 57%

Multi-head Attention-based Deep Multiple Instance Learning

Hassan Keshvarikhojasteh, Josien Pluim, Mitko Veta

专题命中病理影像：pathology(abstract)；分类 cs.CV

2404.04663 2024-04-09 cs.CV cs.AI 57%

Focused Active Learning for Histopathological Image Classification

Arne Schmidt, Pablo Morales-Álvarez, Lee A. D. Cooper, Lee A. Newberg, Andinet Enquobahrie, Aggelos K. Katsaggelos, Rafael Molina

专题命中病理影像：pathology(abstract)；分类 cs.CV

2310.00730 2024-04-05 physics.optics eess.IV 57%

EventLFM: Event Camera integrated Fourier Light Field Microscopy for Ultrafast 3D imaging

Ruipeng Guo, Qianwan Yang, Andrew S. Chang, Guorong Hu, Joseph Greene, Christopher V. Gabel, Sixian You, Lei Tian

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

2404.02447 2024-04-04 cs.CV cs.AI 57%

A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method

Sambit Mallick, Snigdha Paul, Anindya Sen

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

2404.01656 2024-04-03 cs.CV 57%

Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies

Hongyan Gu, Zihan Yan, Ayesha Alvi, Brandon Day, Chunxu Yang, Zida Wu, Shino Magaki, Mohammad Haeri, Xiang 'Anthony' Chen

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments Accepted by IEEE International Conference on Healthcare Informatics 2024

2404.00351 2024-04-02 cs.CV 57%

Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint

Linghan Cai, Shenjin Huang, Ye Zhang, Jinpeng Lu, Yongbing Zhang

专题命中病理影像：diagnosis(abstract)；分类 cs.CV

Comments 10 pages, 8 figures

2312.07330 2024-03-29 cs.CV 57%

Learned representation-guided diffusion models for large-image generation

Alexandros Graikos, Srikar Yellapragada, Minh-Quan Le, Saarthak Kapse, Prateek Prasanna, Joel Saltz, Dimitris Samaras

专题命中病理影像：pathology(abstract)；分类 cs.CV

2312.08479 2024-03-28 cs.CV 57%

Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer

Manu Goyal, Laura J. Tafe, James X. Feng, Kristen E. Muller, Liesbeth Hondelink, Jessica L. Bentz, Saeed Hassanpour

专题命中病理影像：pathology(abstract)；分类 cs.CV

Comments 4 Tables and 3 Figures

2403.14616 2024-03-22 cs.CV 57%

Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning

Hasindri Watawana, Kanchana Ranasinghe, Tariq Mahmood, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan

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

Comments 13 pages and 5 figures

1. 病理影像 3453 篇

Impact of Speech Mode in Automatic Pathological Speech Detection

AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images

System- and Sample-agnostic Isotropic 3D Microscopy by Weakly Physics-informed, Domain-shift-resistant Axial Deblurring

A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

Wide-Field, High-Resolution Reconstruction in Computational Multi-Aperture Miniscope Using a Fourier Neural Network

Federated and Transfer Learning for Cancer Detection Based on Image Analysis

Mitigating annotation shift in cancer classification using single image generative models

mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis

CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratio

Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint)

TransAnaNet: Transformer-based Anatomy Change Prediction Network for Head and Neck Cancer Patient Radiotherapy

BraTS-Path Challenge: Assessing Heterogeneous Histopathologic Brain Tumor Sub-regions

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations

IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion

Frequency-Time Diffusion with Neural Cellular Automata

ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networks

An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images

SynCellFactory: Generative Data Augmentation for Cell Tracking

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification

Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning

Multi-head Attention-based Deep Multiple Instance Learning

Focused Active Learning for Histopathological Image Classification

EventLFM: Event Camera integrated Fourier Light Field Microscopy for Ultrafast 3D imaging

A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method

Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies

Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint

Learned representation-guided diffusion models for large-image generation

Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer

Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning