医学 AI - arXivDaily 专题

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

2207.10384 2023-08-09 cs.LG 83%

Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing

Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff

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

2208.00953 2023-08-08 cs.LG 83%

Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images

Yusuf Brima, Marcellin Atemkeng

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

2305.18948 2023-08-03 cs.CV 83%

Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer

Numan Saeed, Muhammad Ridzuan, Roba Al Majzoub, Mohammad Yaqub

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

2303.10049 2023-08-03 cs.CV 83%

Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation

Kai Ren, Ke Zou, Xianjie Liu, Yidi Chen, Xuedong Yuan, Xiaojing Shen, Meng Wang, Huazhu Fu

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

Comments 13 pages

2108.03575 2023-07-28 eess.IV physics.med-ph 83%

Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis

Haykel Snoussi, Emmanuel Caruyer, Benoit Combes, Olivier Commowick, Elise Bannier, Anne Kerbrat, Julien Cohen-Adad, Christian Barillot

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

Comments Submitted to MICCAI 2018 (Weak Accept and 2 Weak reject)

2307.12630 2023-07-25 cs.CV 83%

Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment

Tao Wang, Zhongzheng Huang, Jiawei Wu, Yuanzheng Cai, Zuoyong Li

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

Comments Paper appears in Bioengineering 2023, 10(7), 869

2307.10036 2023-07-21 cs.CV 83%

Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition

Jia-Xin Zhuang, Jiabin Cai, Jianguo Zhang, Wei-shi Zheng, Ruixuan Wang

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

Comments Accepted by Neurocomputing on July 2023. 37 pages

2307.05921 2023-07-21 cs.CV cs.AI 83%

Reading Radiology Imaging Like The Radiologist

Yuhao Wang

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

Comments There are data writing errors in the paper

2307.03827 2023-07-11 eess.IV cs.AI cs.CV cs.LG eess.SP 83%

Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI

Abdollah Ghazvanchahi, Pejman Jahbedar Maralani, Alan R. Moody, April Khademi

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

2306.17180 2023-07-03 cs.CL cs.AI cs.CV 83%

Replace and Report: NLP Assisted Radiology Report Generation

Kaveri Kale, pushpak Bhattacharyya, Kshitij Jadhav

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

Comments The 61st Annual Meeting of the Association for Computational Linguistics

2306.16925 2023-06-30 cs.CV 83%

MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset

Guotai Wang, Jianghao Wu, Xiangde Luo, Xinglong Liu, Kang Li, Shaoting Zhang

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

Comments 13 pages, 8 figures

2206.14718 2023-06-28 cs.CV 83%

LViT: Language meets Vision Transformer in Medical Image Segmentation

Zihan Li, Yunxiang Li, Qingde Li, Puyang Wang, Dazhou Guo, Le Lu, Dakai Jin, You Zhang, Qingqi Hong

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

Comments Accepted by IEEE Transactions on Medical Imaging (TMI)

1. 医学影像 22719 篇

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

Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing

Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images

Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer

Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation

Reproducibility and Evolution of Diffusion MRI Measurements within the Cervical Spinal Cord in Multiple Sclerosis

Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment

Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition

Reading Radiology Imaging Like The Radiologist

Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI

Replace and Report: NLP Assisted Radiology Report Generation

MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset

LViT: Language meets Vision Transformer in Medical Image Segmentation