医学 AI - arXivDaily 专题

2402.01191 2024-02-05 cs.CV 83%

Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization

Wentao Chen, Jiwei Li, Xichen Xu, Hui Huang, Siyu Yuan, Miao Zhang, Tianming Xu, Jie Luo, Weimin Zhou

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments SPIE Medical Imaging 2024

2310.20381 2024-02-01 cs.CV cs.AI 83%

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

Yingshu Li, Yunyi Liu, Zhanyu Wang, Xinyu Liang, Lei Wang, Lingqiao Liu, Leyang Cui, Zhaopeng Tu, Longyue Wang, Luping Zhou

专题命中医学影像：medical image(title,abstract)；radiology(abstract)；分类 cs.CV

2401.14206 2024-01-26 eess.IV cs.AI 83%

Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification

Daniele Perlo, Luca Berton, Alessia Delpiano, Francesca Menchini, Stefano Tibaldi, Marco Grosso, Paolo Fonio

专题命中医学影像：CT(title,abstract)；diagnosis(abstract)；分类 eess.IV

Journal ref 2022 IEEE International Conference on Big Data (Big Data)

2401.13081 2024-01-25 cs.CV cs.AI 83%

Free Form Medical Visual Question Answering in Radiology

Abhishek Narayanan, Rushabh Musthyala, Rahul Sankar, Anirudh Prasad Nistala, Pranav Singh, Jacopo Cirrone

专题命中医学影像：radiology(title,abstract)；pathology(abstract)；分类 cs.CV

Comments 6 pages and 4 figures

2401.09029 2024-01-18 cs.CV cs.AI 83%

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading

Dunyuan Xu, Xi Wang, Jinyue Cai, Pheng-Ann Heng

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

2401.08527 2024-01-17 cs.CV cs.AI 83%

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment

Yequan Bie, Luyang Luo, Hao Chen

专题命中医学影像：diagnosis(title,abstract)；medical image(abstract)；分类 cs.CV

2401.07579 2024-01-17 cs.CV 83%

PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation

Jiahui Zhong, Wenhong Tian, Yuanlun Xie, Zhijia Liu, Jie Ou, Taoran Tian, Lei Zhang

专题命中医学影像：medical image(title,abstract)；CT(abstract)；分类 cs.CV

2309.02742 2024-01-05 cs.CV cs.AI 83%

MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization

Ke Wang, Zanting Ye, Xiang Xie, Haidong Cui, Tao Chen, Banteng Liu

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 17 pages, 9 figures, 3 tables

Journal ref Knowledge-Based Systems, 2024, 283: 111127

2309.10399 2024-01-03 cs.CV cs.AI 83%

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results

Gianluca Carloni, Sara Colantonio

专题命中医学影像：medical image(title)；MRI(abstract)；diagnosis(abstract)；分类 cs.CV

Comments Added experiments in which we integrate our Mulcat module to existing models using Bottleneck Attention Modules, and added experiments in Few-Shot Learning; 19 pages

2310.01987 2023-12-14 eess.IV 83%

Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders

Dirk Elias Schut, Rachael Maree Wood, Anna Katharina Trull, Rob Schouten, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

专题命中医学影像：CT(title,abstract)；MRI(abstract)；分类 eess.IV

Comments 20 pages, 9 figures 13-Dec-2023 revision: The plan to make the paper part-one of a two-part series was cancelled. Therefore the title of this paper and the title in the reference to the part-two paper (Wood et al., 2023) were changed

2312.03409 2023-12-07 cs.CV 83%

DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception

Negin Ghamsarian, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

专题命中医学影像：medical image(title,abstract)；MRI(abstract)；分类 cs.CV

Comments 13 pages, 3 figures

2102.07737 2023-11-30 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Zero-Shot Self-Supervised Learning for MRI Reconstruction

Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Journal ref International Conference on Learning Representations (ICLR), 2022

2311.15540 2023-11-28 cs.CV cs.MM 83%

EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection

Xiang Li, Long Lan, Husam Lahza, Shaowu Yang, Shuihua Wang, Wenjing Yang, Hengzhu Liu, Yudong Zhang

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

2311.12617 2023-11-22 cs.CV 83%

Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning

Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof

专题命中医学影像：medical image(title)；MRI(abstract)；CT(abstract)；分类 cs.CV

2309.10244 2023-11-22 cs.CV 83%

UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation

Jianghao Wu, Guotai Wang, Ran Gu, Tao Lu, Yinan Chen, Wentao Zhu, Tom Vercauteren, Sébastien Ourselin, Shaoting Zhang

专题命中医学影像：medical image(title,abstract)；MRI(abstract)；分类 cs.CV

Comments 12 pages, 6 figures, to be published on IEEE TMI

2311.09737 2023-11-17 cs.CV 83%

Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation

Bingnan Li, Zhitong Gao, Xuming He

专题命中医学影像：MRI(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments 9 pages, Machine Learning for Health (ML4H) 2023

2308.02463 2023-11-17 cs.CV cs.CL 83%

Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie

专题命中医学影像：radiology(title,abstract)；diagnosis(abstract)；分类 cs.CV

2307.15282 2023-11-17 cs.CV 83%

AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization

Chuyan Zhang, Yuncheng Yang, Hao Zheng, Yun Gu

专题命中医学影像：medical image(title)；MRI(abstract)；CT(abstract)；分类 cs.CV

2311.02329 2023-11-13 cs.CV cs.AI 83%

Complex Organ Mask Guided Radiology Report Generation

Tiancheng Gu, Dongnan Liu, Zhiyuan Li, Weidong Cai

专题命中医学影像：radiology(title,abstract)；medical image(abstract)；分类 cs.CV

Comments 12 pages, 7 images. Accepted by WACV 2024

2311.01023 2023-11-03 cs.CV cs.AI 83%

Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation

Yanming Guo

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

2311.00399 2023-11-02 cs.CV cs.CL 83%

Enhanced Knowledge Injection for Radiology Report Generation

Qingqiu Li, Jilan Xu, Runtian Yuan, Mohan Chen, Yuejie Zhang, Rui Feng, Xiaobo Zhang, Shang Gao

专题命中医学影像：radiology(title,abstract)；medical image(abstract)；分类 cs.CV

Comments Accepted by BIBM 2023

2310.18642 2023-10-31 cs.CV cs.AI 83%

One-shot Localization and Segmentation of Medical Images with Foundation Models

Deepa Anand, Gurunath Reddy M, Vanika Singhal, Dattesh D. Shanbhag, Shriram KS, Uday Patil, Chitresh Bhushan, Kavitha Manickam, Dawei Gui, Rakesh Mullick, Avinash Gopal, Parminder Bhatia, Taha Kass-Hout

专题命中医学影像：medical image(title,abstract)；CT(abstract)；分类 cs.CV

Comments Accepted at NeurIPS 2023 R0-FoMo Workshop

2310.05462 2023-10-25 cs.CV 83%

AdaFuse: Adaptive Medical Image Fusion Based on Spatial-Frequential Cross Attention

Xianming Gu, Lihui Wang, Zeyu Deng, Ying Cao, Xingyu Huang, Yue-min Zhu

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

2305.06739 2023-10-24 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review

Veronika Spieker, Hannah Eichhorn, Kerstin Hammernik, Daniel Rueckert, Christine Preibisch, Dimitrios C. Karampinos, Julia A. Schnabel

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、eess.IV

2310.07781 2023-10-13 cs.CV 83%

3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers

Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew Lungren, Lei Xing, Le Lu, Alan Yuille, Yuyin Zhou

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

Comments Code and models are available at https://github.com/Beckschen/3D-TransUNet

2310.04009 2023-10-09 eess.IV 83%

Hessian-based Similarity Metric for Multimodal Medical Image Registration

Mohammadreza Eskandari, Houssem-Eddine Gueziri, D. Louis Collins

专题命中医学影像：medical image(title,abstract)；MRI(abstract)；分类 eess.IV

2310.02663 2023-10-05 cs.CV 83%

MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation

Xuhang Chen, Chi-Man Pun, Shuqiang Wang

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)；分类 cs.CV

2303.15553 2023-10-03 cs.CV 83%

MoViT: Memorizing Vision Transformers for Medical Image Analysis

Yiqing Shen, Pengfei Guo, Jingpu Wu, Qianqi Huang, Nhat Le, Jinyuan Zhou, Shanshan Jiang, Mathias Unberath

专题命中医学影像：medical image(title,abstract)；MRI(abstract)；分类 cs.CV

2309.10725 2023-09-20 cs.CV cs.AI 83%

Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI

Gianluca Carloni, Eva Pachetti, Sara Colantonio

专题命中医学影像：MRI(title,abstract)；medical image(abstract)；分类 cs.CV

Comments 9 pages, 2 figures, accepted on Aug 07 2023 for ICCV-CVAMD 2023 and to be published in the proceedings

2303.13818 2023-09-19 cs.CV 83%

Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays

Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab

专题命中医学影像：radiology(title,abstract)；medical image(abstract)；分类 cs.CV

Comments In GRAIL @ MICCAI 2023

1. 医学影像 22645 篇

Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization

A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis

Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification

Free Form Medical Visual Question Answering in Radiology

Cross-modality Guidance-aided Multi-modal Learning with Dual Attention for MRI Brain Tumor Grading

MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment

PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation

MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results

Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders

DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception

Zero-Shot Self-Supervised Learning for MRI Reconstruction

EAFP-Med: An Efficient Adaptive Feature Processing Module Based on Prompts for Medical Image Detection

Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning

UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation

Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation

Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization

Complex Organ Mask Guided Radiology Report Generation

Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation

Enhanced Knowledge Injection for Radiology Report Generation

One-shot Localization and Segmentation of Medical Images with Foundation Models

AdaFuse: Adaptive Medical Image Fusion Based on Spatial-Frequential Cross Attention

Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review

3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers

Hessian-based Similarity Metric for Multimodal Medical Image Registration

MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation

MoViT: Memorizing Vision Transformers for Medical Image Analysis

Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI

Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays