医学 AI - arXivDaily 专题

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

2309.08481 2023-09-18 cs.CV 83%

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Alina F. Dima, Veronika A. Zimmer, Martin J. Menten, Hongwei Bran Li, Markus Graf, Tristan Lemke, Philipp Raffler, Robert Graf, Jan S. Kirschke, Rickmer Braren, Daniel Rueckert

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

2308.13649 2023-09-18 eess.IV 83%

Efficient Annotation for Medical Image Analysis: A One-Pass Selective Annotation Approach

Yuli Wang, Peiyu Duan, Zhangxing Bian, Anqi Feng, Yuan Xue

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

Comments We found that the idea and results of this paper were not mature enough to go public, after discussion with all co-authors, we decide to withdraw this paper

2302.00162 2023-09-06 cs.CV 83%

Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans

Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Jingren Zhou, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin

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

2309.00451 2023-09-04 cs.CV 83%

Unsupervised bias discovery in medical image segmentation

Nicolás Gaggion, Rodrigo Echeveste, Lucas Mansilla, Diego H. Milone, Enzo Ferrante

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

Comments Accepted for publication at FAIMI 2023 (Fairness of AI in Medical Imaging) at MICCAI

2308.16269 2023-09-01 cs.CV 83%

Can Prompt Learning Benefit Radiology Report Generation?

Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He

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

Comments 8 pages with 6 pages supplementary file

2308.13553 2023-08-29 eess.IV 83%

Synthesizing 3D computed tomography from MRI or CBCT using 2.5D deep neural networks

Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa

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

2109.05742 2023-08-25 cs.CV 83%

HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation

Yijun Yang, Shujun Wang, Lei Zhu, Lequan Yu

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

Comments this paper is currently not published

1. 医学影像 22633 篇

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

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Efficient Annotation for Medical Image Analysis: A One-Pass Selective Annotation Approach

Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans

Unsupervised bias discovery in medical image segmentation

Can Prompt Learning Benefit Radiology Report Generation?

Synthesizing 3D computed tomography from MRI or CBCT using 2.5D deep neural networks

HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation