医学 AI - arXivDaily 专题

2404.04971 2024-04-09 cs.CV 79%

FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation

Jianghao Wu, Dong Guo, Guotai Wang, Qiang Yue, Huijun Yu, Kang Li, Shaoting Zhang

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

Comments 12 pages, 7 figures

2404.04785 2024-04-09 cs.CV 79%

Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution

Guangyuan Li, Chen Rao, Juncheng Mo, Zhanjie Zhang, Wei Xing, Lei Zhao

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 14 pages, 12 figures, Accepted by CVPR2024

2404.04550 2024-04-09 cs.CV 79%

NPB-REC: A Non-parametric Bayesian Deep-learning Approach for Undersampled MRI Reconstruction with Uncertainty Estimation

Samah Khawaled, Moti Freiman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Published in Artificial Intelligence in Medicine, DOI: https://doi.org/10.1016/j.artmed.2024.102798 This is an extension representing a more comprehensive work extending preliminary work presented at arXiv:2208.03966

2212.02190 2024-04-09 cs.CV 79%

L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning

Pu Yang, Bin Dong

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2404.02738 2024-04-04 cs.CV 79%

Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings

Eddardaa B. Loussaief, Mohammed Ayad, Domenc Puig, Hatem A. Rashwan

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2404.02382 2024-04-04 eess.IV 79%

Imaging transformer for MRI denoising with the SNR unit training: enabling generalization across field-strengths, imaging contrasts, and anatomy

Hui Xue, Sarah Hooper, Azaan Rehman, Iain Pierce, Thomas Treibel, Rhodri Davies, W Patricia Bandettini, Rajiv Ramasawmy, Ahsan Javed, Zheren Zhu, Yang Yang, James Moon, Adrienne Campbell, Peter Kellman

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

2404.01553 2024-04-03 eess.IV 79%

A CT Image Denoising Method with Residual Encoder-Decoder Network

Helena Shawn, Thompson Chyrikov, Jacob Lanet, Lam-chi Chen, Jim Zhao, Christina Chajo

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

Comments 7 pages, 2 figures, 1 table, work under preparation

2404.00588 2024-04-02 cs.CV cs.AI 79%

Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation

Yitian Tao, Liyan Ma, Jing Yu, Han Zhang

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

Comments 12 pages, 8 figures

2404.00163 2024-04-02 cs.CV 79%

CT respiratory motion synthesis using joint supervised and adversarial learning

Yi-Heng Cao, Vincent Bourbonne, François Lucia, Ulrike Schick, Julien Bert, Vincent Jaouen, Dimitris Visvikis

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments to appear in Phys. Med. Biol

2311.10696 2024-04-02 cs.CV 79%

Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation

Xiaoyang Chen, Hao Zheng, Yuemeng Li, Yuncong Ma, Liang Ma, Hongming Li, Yong Fan

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

Comments 14 pages, 5 figures

Journal ref CVPR2024

2302.05043 2024-04-02 cs.CV 79%

A Review of Predictive and Contrastive Self-supervised Learning for Medical Images

Wei-Chien Wang, Euijoon Ahn, Dagan Feng, Jinman Kim

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

Comments Article links: https://link.springer.com/article/10.1007/s11633-022-1406-4

Journal ref Machine Intelligence Research(no. 4, pp. 483-513, 2024)

2403.19177 2024-03-29 cs.CV cs.AI 79%

Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets

Tianyi Liu, Zhaorui Tan, Kaizhu Huang, Haochuan Jiang

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

2403.18992 2024-03-29 eess.IV 79%

Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI

Tian Yu, Yunhe Li, Michael E. Kim, Chenyu Gao, Qi Yang, Leon Y. Cai, Susane M. Resnick, Lori L. Beason-Held, Daniel C. Moyer, Kurt G. Schilling, Bennett A. Landman

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

2312.07264 2024-03-28 cs.CV 79%

Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation

Yuliang Gu, Zhichao Sun, Tian Chen, Xin Xiao, Yepeng Liu, Yongchao Xu, Laurent Najman

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

2210.16514 2024-03-28 physics.med-ph eess.IV 79%

Extracting lung function-correlated information from CT-encoded static textures

Yu-Hua Huang, Xinzhi Teng, Jiang Zhang, Zhi Chen, Zongrui Ma, Ge Ren, Feng-Ming, Kong, Jing Cai

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

Comments 6 figures, 4 tables

2403.17549 2024-03-27 cs.AI cs.CV 79%

Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis

Jingyu Xu, Binbin Wu, Jiaxin Huang, Yulu Gong, Yifan Zhang, Bo Liu

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

2403.17530 2024-03-27 cs.CV cs.AI 79%

Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification

Eva Pachetti, Sotirios A. Tsaftaris, Sara Colantonio

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

Comments 20 pages, 4 figures, 4 tables. Submitted to Elsevier on 25 March 2024

2403.16473 2024-03-26 cs.CR eess.IV 79%

Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding

Mengyu Sun, Ziyuan Yang, Maosong Ran, Zhiwen Wang, Hui Yu, Yi Zhang

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

2403.16779 2024-03-26 physics.med-ph eess.IV 79%

C-arm inverse geometry CT for 3D cardiac chamber mapping

Jordan M. Slagowski

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

2403.16646 2024-03-26 cs.CV 79%

Clustering Propagation for Universal Medical Image Segmentation

Yuhang Ding, Liulei Li, Wenguan Wang, Yi Yang

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

Comments Accepted by CVPR2024

2403.16386 2024-03-26 cs.CV cs.AI 79%

Dia-LLaMA: Towards Large Language Model-driven CT Report Generation

Zhixuan Chen, Luyang Luo, Yequan Bie, Hao Chen

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages

2403.16009 2024-03-26 cs.CV 79%

SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images

Yifei Wang, Chuhong Zhu

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

2403.15522 2024-03-26 cs.CR cs.CV 79%

Medical Image Data Provenance for Medical Cyber-Physical System

Vijay Kumar, Kolin Paul

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

2309.03930 2024-03-26 cs.CV 79%

Random Expert Sampling for Deep Learning Segmentation of Acute Ischemic Stroke on Non-contrast CT

Sophie Ostmeier, Brian Axelrod, Benjamin Pulli, Benjamin F. J. Verhaaren, Abdelkader Mahammedi, Yongkai Liu, Christian Federau, Greg Zaharchuk, Jeremy J. Heit

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Journal ref https://jnis.bmj.com/content/early/2024/02/01/jnis-2023-021283

2403.13417 2024-03-21 cs.CV 79%

Diversified and Personalized Multi-rater Medical Image Segmentation

Yicheng Wu, Xiangde Luo, Zhe Xu, Xiaoqing Guo, Lie Ju, Zongyuan Ge, Wenjun Liao, Jianfei Cai

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

Comments Accepted by CVPR 2024

2403.13258 2024-03-21 cs.CV 79%

SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts

Xian Lin, Yangyang Xiang, Zhehao Wang, Kwang-Ting Cheng, Zengqiang Yan, Li Yu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2403.12570 2024-03-20 cs.CV 79%

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

Chaoqin Huang, Aofan Jiang, Jinghao Feng, Ya Zhang, Xinchao Wang, Yanfeng Wang

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

Comments CVPR 2024

2311.10529 2024-03-19 cs.CV 79%

Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification

Yichi Zhang, Shiyao Hu, Sijie Ren, Chen Jiang, Yuan Cheng, Yuan Qi

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

2310.15778 2024-03-19 cs.CV cs.AI 79%

Privacy Protection in MRI Scans Using 3D Masked Autoencoders

Lennart Alexander Van der Goten, Kevin Smith

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2307.13842 2024-03-19 cs.CV 79%

CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets

Mominul Islam, Hasib Zunair, Nabeel Mohammed

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

Comments 18 pages, 20 figures

Journal ref Volume 172, April 2024, 108317

1. 医学影像 22681 篇

FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation

Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution

NPB-REC: A Non-parametric Bayesian Deep-learning Approach for Undersampled MRI Reconstruction with Uncertainty Estimation

L2SR: Learning to Sample and Reconstruct for Accelerated MRI via Reinforcement Learning

Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings

Imaging transformer for MRI denoising with the SNR unit training: enabling generalization across field-strengths, imaging contrasts, and anatomy

A CT Image Denoising Method with Residual Encoder-Decoder Network

Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation

CT respiratory motion synthesis using joint supervised and adversarial learning

Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation

A Review of Predictive and Contrastive Self-supervised Learning for Medical Images

Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets

Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI

Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation

Extracting lung function-correlated information from CT-encoded static textures

Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis

Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification

Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding

C-arm inverse geometry CT for 3D cardiac chamber mapping

Clustering Propagation for Universal Medical Image Segmentation

Dia-LLaMA: Towards Large Language Model-driven CT Report Generation

SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images

Medical Image Data Provenance for Medical Cyber-Physical System

Random Expert Sampling for Deep Learning Segmentation of Acute Ischemic Stroke on Non-contrast CT

Diversified and Personalized Multi-rater Medical Image Segmentation

SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts

Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification

Privacy Protection in MRI Scans Using 3D Masked Autoencoders

CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets