医学 AI - arXivDaily 专题

2409.11817 2024-09-19 cs.CV cs.AI 83%

EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis

Shaojie Li, Zhaoshuo Diao

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

2310.15161 2024-09-17 cs.CV 83%

SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images

Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Tianbin Li, Jianpin Chen, Yanzhou Su, Ziyan Huang, Yiqing Shen, Bin Fu, Shaoting Zhang, Junjun He, Yu Qiao

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

2405.06468 2024-09-16 cs.CV cs.CL 83%

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification

Yaoqin Ye, Junjie Zhang, Hongwei Shi

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

Comments Accepted by PRCV 2024

2409.07793 2024-09-13 cs.CV cs.AI 83%

Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation

Fuchen Zheng, Quanjun Li, Weixuan Li, Xuhang Chen, Yihang Dong, Guoheng Huang, Chi-Man Pun, Shoujun Zhou

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

Comments 5 pages, 4 figures, 3 tables

2409.07172 2024-09-12 cs.CV 83%

Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets

Ruochen Gao, Donghang Lyu, Marius Staring

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

Comments 13 pages

2409.07144 2024-09-12 eess.IV 83%

Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge

Ching-Wei Wang, Ting-Sheng Su, Keng-Wei Liu

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

2409.06324 2024-09-11 cs.CV 83%

SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images

Jiuli Xiong, Lanzhuju Mei, Jiameng Liu, Dinggang Shen, Zhong Xue, Xiaohuan Cao

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

Comments 10 pages, 4 figures

2409.02018 2024-09-04 cs.CV cs.AI 83%

TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation

Bobby Azad, Pourya Adibfar, Kaiqun Fu

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

2312.16039 2024-09-04 cs.CV 83%

Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation

Yunqi Gu, Tao Zhou, Yizhe Zhang, Yi Zhou, Kelei He, Chen Gong, Huazhu Fu

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

Comments 12 pages 10 figures

2409.00585 2024-09-04 cs.CV 83%

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

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

2408.17115 2024-09-02 cs.CV 83%

Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI

Ashraya K. Indrakanti, Jakob Wasserthal, Martin Segeroth, Shan Yang, Victor Schulze-Zachau, Joshy Cyriac, Michael Bach, Marios Psychogios, Matthias A. Mutke

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

Comments 14 pages, 5 figures, 3 tables, 2 supplementary tables

2408.16719 2024-08-30 cs.CV 83%

H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration

Yufeng Zhou, Wenming Cao

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

2406.18967 2024-08-29 cs.CV 83%

Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis

Vu Minh Hieu Phan, Yutong Xie, Bowen Zhang, Yuankai Qi, Zhibin Liao, Antonios Perperidis, Son Lam Phung, Johan W. Verjans, Minh-Son To

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

Comments MICCAI version before camera ready

2408.14754 2024-08-28 physics.med-ph cs.AI cs.CV physics.ins-det 83%

Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation

Qiaoxin Li, Ruifeng Chen, Peng Wang, Guotao Quan, Yanfeng Du, Dong Liang, Yinsheng Li

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

2408.13698 2024-08-28 cs.CV 83%

CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation

Lanhu Wu, Miao Zhang, Yongri Piao, Zhenyan Yao, Weibing Sun, Feng Tian, Huchuan Lu

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

2408.11834 2024-08-23 cs.CV cs.AI 83%

SCREENER: A general framework for task-specific experiment design in quantitative MRI

Tianshu Zheng, Zican Wang, Timothy Bray, Daniel C. Alexander, Dan Wu, Hui Zhang

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

2408.11210 2024-08-22 cs.CV 83%

A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation

Yufan He, Pengfei Guo, Yucheng Tang, Andriy Myronenko, Vishwesh Nath, Ziyue Xu, Dong Yang, Can Zhao, Daguang Xu, Wenqi Li

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

2408.06447 2024-08-14 cs.CV 83%

S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation

Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel

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

Comments Accepted in MICCAI 2024

2408.06235 2024-08-13 cs.CV 83%

Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images

Siladittya Manna, Saumik Bhattacharya, Umapada Pal

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

Comments Accepted to ICPR 2024

2408.02018 2024-08-06 cs.CV cs.AI 83%

Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease

Rosemary He, Gabriella Ang, Daniel Tward

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

Comments MICCAI 2024 LDTM workshop

2311.14488 2024-08-02 eess.IV 83%

Lightweight Framework for Automated Kidney Stone Detection using coronal CT images

Fangyijie Wang, Guenole Silvestre, Kathleen M. Curran

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

Comments 5 pages, 2 figures, 3 tables

2407.21638 2024-08-01 cs.AI cs.CV 83%

Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components

Hermione Warr, Yasin Ibrahim, Daniel R. McGowan, Konstantinos Kamnitsas

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

Comments Accepted to MICCAI UNSURE Workshop

2311.13307 2024-07-31 cs.CV cs.CL cs.MM 83%

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation

Xiao Song, Jiafan Liu, Yun Li, Yan Liu, Wenbin Lei, Ruxin Wang

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

Comments 10 pages,5 figures

2308.09180 2024-07-31 cs.CV cs.AI 83%

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?

Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang

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

Comments Early accepted to MICCAI 2023

2407.19148 2024-07-30 cs.CV 83%

Few-Shot Medical Image Segmentation with Large Kernel Attention

Xiaoxiao Wu, Xiaowei Chen, Zhenguo Gao, Shulei Qu, Yuanyuan Qiu

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

2407.15356 2024-07-23 cs.CV cs.AI 83%

X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray Images

Yunpeng Wang, Kang Wang, Yaoyao Zhuo, Weiya Shi, Fei Shan, Lei Liu

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

2407.15158 2024-07-23 cs.CV 83%

HERGen: Elevating Radiology Report Generation with Longitudinal Data

Fuying Wang, Shenghui Du, Lequan Yu

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

Comments ECCV 2024

2407.14474 2024-07-22 cs.CV 83%

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang

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

Comments ECCV 2024

2407.13311 2024-07-19 cs.CV 83%

General Vision Encoder Features as Guidance in Medical Image Registration

Fryderyk Kögl, Anna Reithmeir, Vasiliki Sideri-Lampretsa, Ines Machado, Rickmer Braren, Daniel Rückert, Julia A. Schnabel, Veronika A. Zimmer

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

Comments Accepted at WBIR MICCAI 2024

2403.15992 2024-07-19 cs.CV cs.CL 83%

BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval

Yinda Chen, Che Liu, Xiaoyu Liu, Rossella Arcucci, Zhiwei Xiong

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

1. 医学影像 22719 篇

EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis

SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification

Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation

Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets

Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III Challenge

SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images

TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation

Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation

McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis

Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI

H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration

Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis

Sequential-Scanning Dual-Energy CT Imaging Using High Temporal Resolution Image Reconstruction and Error-Compensated Material Basis Image Generation

CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation

SCREENER: A general framework for task-specific experiment design in quantitative MRI

A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation

S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation

Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images

Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease

Lightweight Framework for Automated Kidney Stone Detection using coronal CT images

Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation

How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?

Few-Shot Medical Image Segmentation with Large Kernel Attention

X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray Images

HERGen: Elevating Radiology Report Generation with Longitudinal Data

Contrastive Learning with Counterfactual Explanations for Radiology Report Generation

General Vision Encoder Features as Guidance in Medical Image Registration

BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval