医学 AI - arXivDaily 专题

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

2307.12853 2023-07-26 eess.IV cs.CV 84%

Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion

C. I. Ugwu, S. Casarin, O. Lanz

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

2112.00729 2023-07-19 eess.IV cs.CV physics.med-ph 84%

Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism

Minghan Fu, Yanhua Duan, Zhaoping Cheng, Wenjian Qin, Ying Wang, Dong Liang, Zhanli Hu

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

Comments Want to improve the methodology

2307.09457 2023-07-19 eess.IV cs.LG 84%

Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection

Yunan Wu, Francisco M. Castro-Macías, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos

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

2305.15887 2023-07-17 eess.IV cs.CV 84%

Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising

Xuan Liu, Yaoqin Xie, Jun Cheng, Songhui Diao, Shan Tan, Xiaokun Liang

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

2204.01708 2023-07-10 eess.IV cs.CV 84%

MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation

Xu Tian, Jin Liu, Hulin Kuang, Yu Sheng, Jianxin Wang, The Alzheimer's Disease Neuroimaging Initiative

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

Comments There are some misstatements in the related work section of the paper. In the methods section, there are also errors in the description of some modules

2307.00885 2023-07-04 eess.IV cs.CV 84%

An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis

Luyi Han, Tianyu Zhang, Yunzhi Huang, Haoran Dou, Xin Wang, Yuan Gao, Chunyao Lu, Tan Tao, Ritse Mann

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

2307.00213 2023-07-04 cs.CV cs.LG 84%

More for Less: Compact Convolutional Transformers Enable Robust Medical Image Classification with Limited Data

Andrew Kean Gao

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

Comments 9 pages, 4 figures, 2 tables

2306.16918 2023-06-30 eess.IV cs.CV 84%

PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification

Tao Wang, Xinlin Zhang, Yuanbo Zhou, Junlin Lan, Tao Tan, Min Du, Qinquan Gao, Tong Tong

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

2303.13391 2023-06-29 cs.CV cs.LG 84%

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab

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

Comments provisionally accepted for publication at MICCAI 2023, 9 pages, 2 figures, 6 tables

2306.14255 2023-06-27 eess.IV cs.CV 84%

AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net

Akib Mohammed Khan, Alif Ashrafee, Fahim Shahriar Khan, Md. Bakhtiar Hasan, Md. Hasanul Kabir

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

Comments Accepted in 2023 International Joint Conference on Neural Networks (IJCNN 2023)

2306.12376 2023-06-22 eess.IV cs.CV 84%

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks

Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte

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

2306.10689 2023-06-21 eess.IV cs.CV 84%

Realistic Restorer: artifact-free flow restorer(AF2R) for MRI motion artifact removal

Jiandong Su, Kun Shang, Dong Liang

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

2306.10520 2023-06-21 eess.IV cs.CV 84%

RetinexFlow for CT metal artifact reduction

Jiandong Su, Ce Wang, Yinsheng Li, Kun Shang, Dong Liang

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

2306.01562 2023-06-08 eess.IV cs.CV 84%

An Attentive-based Generative Model for Medical Image Synthesis

Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah

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

2306.03511 2023-06-07 eess.IV cs.CV 84%

Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation

An Wang, Mobarakol Islam, Mengya Xu, Hongliang Ren

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

Comments Work under review. First three authors contributed equally

1. 医学影像 22633 篇

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

Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion

Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism

Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection

Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising

MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation

An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis

More for Less: Compact Convolutional Transformers Enable Robust Medical Image Classification with Limited Data

PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis

AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks

Realistic Restorer: artifact-free flow restorer(AF2R) for MRI motion artifact removal

RetinexFlow for CT metal artifact reduction

An Attentive-based Generative Model for Medical Image Synthesis

Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation