医学 AI - arXivDaily 专题

2311.03175 2023-11-07 eess.IV cs.CV 84%

Frequency Domain Decomposition Translation for Enhanced Medical Image Translation Using GANs

Zhuhui Wang, Jianwei Zuo, Xuliang Deng, Jiajia Luo

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

2112.01587 2023-11-07 eess.IV cs.AI cs.CV physics.med-ph 84%

Improving accuracy and uncertainty quantification of deep learning based quantitative MRI using Monte Carlo dropout

Mehmet Yigit Avci, Ziyu Li, Qiuyun Fan, Susie Huang, Berkin Bilgic, Qiyuan Tian

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

2301.06793 2023-10-31 eess.IV cs.CV 84%

Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks

A. V. Dobshik, S. K. Verbitskiy, I. A. Pestunov, K. M. Sherman, Yu. N. Sinyavskiy, A. A. Tulupov, V. B. Berikov

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

Comments 18 pages, 4 figures, 2 tables

2310.09625 2023-10-17 eess.IV cs.CV 84%

JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model

Lixuan Chen, Xuanyu Tian, Jiangjie Wu, Ruimin Feng, Guoyan Lao, Yuyao Zhang, Hongjiang Wei

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

Comments 10 pages,8 figures, journal

2302.03861 2023-10-16 eess.IV cs.CV 84%

SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images

Gary Y. Li, Junyu Chen, Se-In Jang, Kuang Gong, Quanzheng Li

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

Comments 9 pages, 3 figures. Med Phys. 2023

2310.06291 2023-10-11 eess.IV cs.CV physics.med-ph 84%

Three-Dimensional Medical Image Fusion with Deformable Cross-Attention

Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang

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

2310.05237 2023-10-10 eess.IV cs.CV 84%

Latent Diffusion Model for Medical Image Standardization and Enhancement

Md Selim, Jie Zhang, Faraneh Fathi, Michael A. Brooks, Ge Wang, Guoqiang Yu, Jin Chen

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

2303.05686 2023-10-09 eess.IV cs.CV 84%

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

Amir Sadikov, Xinlei Pan, Hannah Choi, Lanya T. Cai, Pratik Mukherjee

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

2310.00418 2023-10-03 eess.IV cs.CV 84%

MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images

Huyen Tran, Duc Thanh Nguyen, John Yearwood

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

2307.05890 2023-10-03 eess.IV cs.CV 84%

FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction

Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan

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

Comments MICCAI 2023

Journal ref MICCAI 2023

2309.13013 2023-09-25 eess.IV cs.CV 84%

Performance Analysis of UNet and Variants for Medical Image Segmentation

Walid Ehab, Yongmin Li

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

2309.10227 2023-09-20 eess.IV cs.CV 84%

Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer

Di Xu, Hengjie Liu, Dan Ruan, Ke Sheng

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

Comments MICCAI 2023 Workshop

2309.08160 2023-09-18 eess.IV cs.CV 84%

Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs

Yuda Bi, Anees Abrol, Jing Sui, Vince Calhoun

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

2303.09858 2023-09-15 eess.IV cs.CR cs.CV cs.MM 84%

Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking

Xingxing Wei, Bangzheng Pu, Shiji Zhao, Chen Chi, Huazhu Fu

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

2309.04960 2023-09-12 eess.IV cs.CV 84%

SdCT-GAN: Reconstructing CT from Biplanar X-Rays with Self-driven Generative Adversarial Networks

Shuangqin Cheng, Qingliang Chen, Qiyi Zhang, Ming Li, Yamuhanmode Alike, Kaile Su, Pengcheng Wen

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

2309.04651 2023-09-12 eess.IV cs.AI cs.CV 84%

Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis

Nikhil J. Dhinagar, Amit Singh, Saket Ozarkar, Ketaki Buwa, Sophia I. Thomopoulos, Conor Owens-Walton, Emily Laltoo, Yao-Liang Chen, Philip Cook, Corey McMillan, Chih-Chien Tsai, J-J Wang, Yih-Ru Wu, Paul M. Thompson

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

2309.00853 2023-09-06 eess.IV cs.CV 84%

Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction

Yu Guan, Chuanming Yu, Shiyu Lu, Zhuoxu Cui, Dong Liang, Qiegen Liu

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

2308.16530 2023-09-01 cs.CR cs.CV eess.IV 84%

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition

Andreea Bianca Popescu, Cosmin Ioan Nita, Ioana Antonia Taca, Anamaria Vizitiu, Lucian Mihai Itu

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

Comments 6 pages, 9 figures, Published in: 2023 31st Mediterranean Conference on Control and Automation (MED)

Journal ref 2023 31st Mediterranean Conference on Control and Automation (MED), Limassol, Cyprus, 2023, pp. 305-310

2304.06931 2023-08-28 cs.CV cs.LG 84%

Scale Federated Learning for Label Set Mismatch in Medical Image Classification

Zhipeng Deng, Luyang Luo, Hao Chen

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

2205.09107 2023-08-25 eess.IV cs.AI cs.LG 84%

Leveraging Global Binary Masks for Structure Segmentation in Medical Images

Mahdieh Kazemimoghadam, Zi Yang, Lin Ma, Mingli Chen, Weiguo Lu, Xuejun Gu

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

2308.12168 2023-08-24 eess.IV cs.CV 84%

Tumor-Centered Patching for Enhanced Medical Image Segmentation

Mutyyba Asghar, Ahmad Raza Shahid, Akhtar Jamil, Kiran Aftab, Syed Ather Enam

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

Comments 20 pages, 12 figures

2308.10784 2023-08-22 eess.IV cs.CV 84%

Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR

Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao

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

Comments Accepted in IEEE IUS 2023

2305.07176 2023-08-08 cs.CV cs.LG cs.MM 84%

Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives

Bhanu Prakash Voutharoja, Lei Wang, Luping Zhou

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

Comments Accepted to European Conference on Artificial Intelligence (ECAI) 2023

2210.15808 2023-08-08 eess.IV cs.CV 84%

Hyper-Connected Transformer Network for Multi-Modality PET-CT Segmentation

Lei Bi, Michael Fulham, Shaoli Song, David Dagan Feng, Jinman Kim

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

Comments EMBC 2023

2308.02100 2023-08-07 eess.IV cs.CV 84%

CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy

Yiran Sun, Tucker Netherton, Laurence Court, Ashok Veeraraghavan, Guha Balakrishnan

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

Comments 10 pages, 5 figures

2308.01239 2023-08-04 eess.IV cs.CV 84%

CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion

Fenghe Tang, Jianrui Ding, Lingtao Wang, Chunping Ning, S. Kevin Zhou

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

Comments 8 pages, 3 figures

2308.00615 2023-08-02 eess.IV cs.CV 84%

Cardiac MRI Orientation Recognition and Standardization using Deep Neural Networks

Ruoxuan Zhen

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

2308.00402 2023-08-02 eess.IV cs.CV 84%

Metrics to Quantify Global Consistency in Synthetic Medical Images

Daniel Scholz, Benedikt Wiestler, Daniel Rueckert, Martin J. Menten

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

2308.00220 2023-08-02 eess.IV cs.CV 84%

Boundary Difference Over Union Loss For Medical Image Segmentation

Fan Sun, Zhiming Luo, Shaozi Li

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

Comments MICCAI 2023

2307.16143 2023-08-02 eess.IV cs.CV 84%

Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation

Minh Hieu Phan, Zhibin Liao, Johan W. Verjans, Minh-Son To

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

Comments Accepted to MICCAI 2023

Journal ref MICCAI 2023

1. 医学影像 22719 篇

Frequency Domain Decomposition Translation for Enhanced Medical Image Translation Using GANs

Improving accuracy and uncertainty quantification of deep learning based quantitative MRI using Monte Carlo dropout

Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks

JSMoCo: Joint Coil Sensitivity and Motion Correction in Parallel MRI with a Self-Calibrating Score-Based Diffusion Model

SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images

Three-Dimensional Medical Image Fusion with Deformable Cross-Attention

Latent Diffusion Model for Medical Image Standardization and Enhancement

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images

FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction

Performance Analysis of UNet and Variants for Medical Image Segmentation

Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer

Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs

Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking

SdCT-GAN: Reconstructing CT from Biplanar X-Rays with Self-driven Generative Adversarial Networks

Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis

Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition

Scale Federated Learning for Label Set Mismatch in Medical Image Classification

Leveraging Global Binary Masks for Structure Segmentation in Medical Images

Tumor-Centered Patching for Enhanced Medical Image Segmentation

Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR

Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives

Hyper-Connected Transformer Network for Multi-Modality PET-CT Segmentation

CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy

CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion

Cardiac MRI Orientation Recognition and Standardization using Deep Neural Networks

Metrics to Quantify Global Consistency in Synthetic Medical Images

Boundary Difference Over Union Loss For Medical Image Segmentation

Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation