医学 AI - arXivDaily 专题

2411.18225 2024-11-28 cs.CV cs.AI 70%

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis

Zak Buzzard, Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik

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

2411.10709 2024-11-19 cs.CV 70%

Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image

Jiawen Li, Qiehe Sun, Renao Yan, Yizhi Wang, Yuqiu Fu, Yani Wei, Tian Guan, Huijuan Shi, Yonghonghe He, Anjia Han

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

Comments 15 pages, 13 figures. Under Review

2411.04662 2024-11-08 cs.LG 70%

Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities

Benjamin Ng, Chi-en Amy Tai, E. Zhixuan Zeng, Alexander Wong

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

Comments Findings paper presented at Machine Learning for Health (ML4H) symposium 2024, December 15-16, 2024, Vancouver, Canada, 6 pages

2410.11307 2024-10-16 cs.CV 70%

CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection

Sin Chee Chin, Xuan Zhang, Lee Yeong Khang, Wenming Yang

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

Comments 14 pages, 4 figures

2408.11170 2024-08-22 eess.IV 70%

Ophthalmic Biomarker Detection: Highlights from the IEEE Video and Image Processing Cup 2023 Student Competition

Ghassan AlRegib, Mohit Prabhushankar, Kiran Kokilepersaud, Prithwijit Chowdhury, Zoe Fowler, Stephanie Trejo Corona, Lucas Thomaz, Angshul Majumdar

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

2407.20469 2024-07-31 physics.optics eess.IV 70%

Efficient, gigapixel-scale, aberration-free whole slide scanner using angular ptychographic imaging with closed-form solution

Shi Zhao, Haowen Zhou, Siyu Lin, Ruizhi Cao, Changhuei Yang

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

2407.07340 2024-07-12 cs.CV 70%

FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification

Doanh C. Bui, Trinh Thi Le Vuong, Jin Tae Kwak

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

Comments 10 pages, 2 figures

2405.08786 2024-07-11 cs.CV 70%

Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring

Tiantian Zhang, Manxi Lin, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou

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

2407.01791 2024-07-03 cs.CV cs.AI 70%

μ-Bench: A Vision-Language Benchmark for Microscopy Understanding

Alejandro Lozano, Jeffrey Nirschl, James Burgess, Sanket Rajan Gupte, Yuhui Zhang, Alyssa Unell, Serena Yeung-Levy

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

2407.00480 2024-07-02 cs.CV 70%

Development of an interactive GUI using MATLAB for the detection of type and stage of Breast Tumor

Poulmi Banerjee, Satadal Saha

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

2404.10894 2024-04-18 cs.CV 70%

Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images

Kechun Liu, Wenjun Wu, Joann G. Elmore, Linda G. Shapiro

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

2404.07605 2024-04-12 cs.CV cs.AI 70%

Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification

Lucas Dedieu, Nicolas Nerrienet, Adrien Nivaggioli, Clara Simmat, Marceau Clavel, Arnaud Gauthier, Stéphane Sockeel, Rémy Peyret

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

Comments 16 pages

2312.11479 2023-12-20 eess.IV physics.optics 70%

Towards ultra-low-cost smartphone microscopy

Haoran Zhang, Weiyi Zhang, Zirui Zuo, Jianlong Yang

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

2310.14413 2023-10-24 cs.LG 70%

Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming

Pierangela Bruno, Francesco Calimeri, Cinzia Marte, Simona Perri

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

2310.02171 2023-10-04 eess.IV 70%

Deep learning-based image super-resolution of a novel end-expandable optical fiber probe for application in esophageal cancer diagnostics

Xiaohui Zhang, Mimi Tan, Mansour Nabil, Richa Shukla, Shaleen Vasavada, Sharmila Anandasabapathy, Mark A. Anastasio, Elena Petrova

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

2309.07400 2023-09-15 cs.CV 70%

HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

Ziyu Guo, Weiqin Zhao, Shujun Wang, Lequan Yu

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

Comments Accepted by MICCAI2023; Code is available in https://github.com/HKU-MedAI/HIGT

2308.10868 2023-09-04 eess.IV 70%

Advancing Intra-operative Precision: Dynamic Data-Driven Non-Rigid Registration for Enhanced Brain Tumor Resection in Image-Guided Neurosurgery

Nikos Chrisochoides, Andriy Fedorov, Fotis Drakopoulos, Andriy Kot, Yixun Liu, Panos Foteinos, Angelos Angelopoulos, Olivier Clatz, Nicholas Ayache, Peter M. Black, Alex J. Golby, Ron Kikinis

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

2308.16145 2023-09-01 cs.CV 70%

CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention

Hengxu Zhang, Pengpeng Liang, Zhiyong Sun, Bo Song, Erkang Cheng

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

Comments Accepted at MICCAI 2023

2303.02602 2023-08-29 cs.CV 70%

DPA-P2PNet: Deformable Proposal-aware P2PNet for Accurate Point-based Cell Detection

Zhongyi Shui, Sunyi Zheng, Chenglu Zhu, Shichuan Zhang, Xiaoxuan Yu, Honglin Li, Jingxiong Li, Pingyi Chen, Lin Yang

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

2308.10446 2023-08-22 cs.CV cs.AI 70%

LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images

Liangrui Pan, Yutao Dou, Zhichao Feng, Liwen Xu, Shaoliang Peng

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

Comments Submitted to BIBM2023

2304.05899 2023-08-05 cs.CV 70%

Cancer-Net BCa-S: Breast Cancer Grade Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging

Chi-en Amy Tai, Hayden Gunraj, Alexander Wong

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

Comments arXiv admin note: substantial text overlap with arXiv:2211.05308

2307.01824 2023-07-06 eess.IV physics.med-ph 70%

Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images

Marian Boktor, James E. D. Tweel, Benjamin R. Ecclestone, Jennifer Ai Ye, Paul Fieguth, Parsin Haji Reza

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

Comments 20 pages, 6 figures

2305.00696 2023-05-02 cs.CV 70%

TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification

Litao Yang, Deval Mehta, Sidong Liu, Dwarikanath Mahapatra, Antonio Di Ieva, Zongyuan Ge

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

Comments Accepted for MIDL 2023

2304.10386 2023-04-21 cs.CV cs.AI 70%

Breast cancer detection using deep learning

Gayathri Girish, Ponnathota Spandana, Badrish Vasu

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

2304.07434 2023-04-18 cs.CV 70%

Masked Pre-Training of Transformers for Histology Image Analysis

Shuai Jiang, Liesbeth Hondelink, Arief A. Suriawinata, Saeed Hassanpour

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

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

1. 病理影像 3448 篇

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis

Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image

Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities

CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection

Ophthalmic Biomarker Detection: Highlights from the IEEE Video and Image Processing Cup 2023 Student Competition

Efficient, gigapixel-scale, aberration-free whole slide scanner using angular ptychographic imaging with closed-form solution

FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification

Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring

μ-Bench: A Vision-Language Benchmark for Microscopy Understanding

Development of an interactive GUI using MATLAB for the detection of type and stage of Breast Tumor

Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images

Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification

Towards ultra-low-cost smartphone microscopy

Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming

Deep learning-based image super-resolution of a novel end-expandable optical fiber probe for application in esophageal cancer diagnostics

HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

Advancing Intra-operative Precision: Dynamic Data-Driven Non-Rigid Registration for Enhanced Brain Tumor Resection in Image-Guided Neurosurgery

CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention

DPA-P2PNet: Deformable Proposal-aware P2PNet for Accurate Point-based Cell Detection

LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images

Cancer-Net BCa-S: Breast Cancer Grade Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging

Multi-Channel Feature Extraction for Virtual Histological Staining of Photon Absorption Remote Sensing Images

TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification

Breast cancer detection using deep learning

Masked Pre-Training of Transformers for Histology Image Analysis

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