医学 AI - arXivDaily 专题

2207.02529 2022-07-07 cs.CV 79%

Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation

Yuan Yao, Fengze Liu, Zongwei Zhou, Yan Wang, Wei Shen, Alan Yuille, Yongyi Lu

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

Comments Accepted to MIDL 2022 (15 pages, 6 figures)

2207.02526 2022-07-07 physics.med-ph cs.NA eess.SP math.NA physics.bio-ph 79%

Axial and radial axonal diffusivities from single encoding strongly diffusion-weighted MRI

Marco Pizzolato, Erick Jorge Canales-Rodríguez, Mariam Andersson, Tim B. Dyrby

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

2203.07725 2022-07-05 cs.CV 79%

Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels

Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan

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

Journal ref IEEE/CAA Journal of Automatica Sinica 2022

2207.00656 2022-07-05 eess.SP 79%

FSE Compensated Motion Correction for MRI Using Data Driven Methods

Brett Levac, Sidharth Kumar, Sofia Kardonik, Jonathan I. Tamir

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

2206.14467 2022-06-30 cs.CV 79%

Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary

Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng

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

Comments Accepted to AAAI 2022

2205.09299 2022-06-28 cs.CV 79%

3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation

Minh Tran, Viet-Khoa Vo-Ho, Ngan T. H. Le

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

Comments Accepted to ICPR 2022

2206.05763 2022-06-23 cs.CV 79%

SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer

Junde Wu, Huihui Fang, Fangxin Shang, Dalu Yang, Zhaowei Wang, Jing Gao, Yehui Yang, Yanwu Xu

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

2206.09293 2022-06-22 cs.CV 79%

Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation

Jianfeng Wang, Thomas Lukasiewicz

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

Comments To appear at CVPR 2022, and the supplementary material can be found at the official site. The source codes are at https://github.com/Jianf-Wang/GBDL

2206.09068 2022-06-22 cs.CV 79%

Attention-based Dynamic Subspace Learners for Medical Image Analysis

Sukesh Adiga, Jose Dolz, Herve Lombaert

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

2111.02549 2022-06-20 eess.IV physics.med-ph 79%

VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction

Arjun D Desai, Beliz Gunel, Batu M Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A Hargreaves, Christopher Ré, John M Pauly, Akshay S Chaudhari

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

Comments Accepted to MIDL 2022

2206.07994 2022-06-17 cs.CV 79%

Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels

Xiaoqing Guo, Yixuan Yuan

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

Comments Accepted to MICCAI 2022

2206.07349 2022-06-16 cs.CV 79%

XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention

Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li

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

Comments accepted by MICCAI 2022

2108.06771 2022-06-10 cs.CV 79%

NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach

Samah Khawaled, Moti Freiman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments To appear in Computerized Medical Imaging and Graphics, DOI: https://doi.org/10.1016/j.compmedimag.2022.102087. This is an extension representing a more comprehensive work extending preliminary work presented at arXiv:2008.03949

2206.03661 2022-06-09 cs.CV 79%

One Hyper-Initializer for All Network Architectures in Medical Image Analysis

Fangxin Shang, Yehui Yang, Dalu Yang, Junde Wu, Xiaorong Wang, Yanwu Xu

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

2206.03630 2022-06-09 eess.SP 79%

Technical Report (v1.0)--Pseudo-random Cartesian Sampling for Dynamic MRI

Mihir Joshi, Aaron Pruitt, Chong Chen, Yingmin Liu, Rizwan Ahmad

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

2206.03461 2022-06-08 cs.CV eess.IV q-bio.QM 79%

Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models

Walter H. L. Pinaya, Mark S. Graham, Robert Gray, Pedro F Da Costa, Petru-Daniel Tudosiu, Paul Wright, Yee H. Mah, Andrew D. MacKinnon, James T. Teo, Rolf Jager, David Werring, Geraint Rees, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

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

2206.03391 2022-06-08 cs.CR cs.LG 79%

Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?

Huiyu Li, Nicholas Ayache, Hervé Delingette

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

2206.00902 2022-06-03 cs.CV 79%

MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet

Nan Wang, Shaohui Lin, Xiaoxiao Li, Ke Li, Yunhang Shen, Yue Gao, Lizhuang Ma

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

2206.00344 2022-06-02 cs.CV 79%

Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis

Marin Benčević, Marija Habijan, Irena Galić, Aleksandra Pizurica

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

Comments Accepted by 30th European Signal Processing Conference, EUSIPCO 2022

2205.12097 2022-05-25 eess.IV physics.med-ph 79%

A Novel Data-Driven Method for the Analysis and Reconstruction of Cardiac Cine MRI

Nourelhouda Groun, Maria Villalba-Orero, Enrique Lara-Pezzi, Eusebio Valero, Jesus Garicano-Mena, Soledad Le Clainche

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

Comments 10 pages, 9 figures

2205.09587 2022-05-20 eess.IV 79%

Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT Reconstruction

Ling Chen, Zhishen Huang, Yong Long, Saiprasad Ravishankar

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

2205.06987 2022-05-17 cs.CV 79%

Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation

Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung

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

2205.06551 2022-05-16 cs.CV 79%

Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation

Ran Gu, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Xiaofan Zhang, Guotai Wang, Shaoting Zhang

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

Comments 10 pages, 2 figures

2205.01840 2022-05-05 cs.CV 79%

FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation

Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng

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

2205.00131 2022-05-03 physics.med-ph eess.IV 79%

Motion Compensated Extreme MRI: Multi-Scale Low Rank Reconstructions for Highly Accelerated 3D Dynamic Acquisitions (MoCo-MSLR)

Zachary Miller, Luis Torres, Sean Fain, Kevin Johnson

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

Comments *Zachary Miller and Luis Torres are co first-authors

2204.13774 2022-05-02 physics.ins-det eess.IV 79%

Algorithms for TRISO Fuel Identification Based on X-ray CT Validated on Tungsten-Carbide Compacts

Ming Fang, Angela Di Fulvio

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

2104.14702 2022-05-02 cs.CV 79%

Pyramid Medical Transformer for Medical Image Segmentation

Zhuangzhuang Zhang, Weixiong Zhang

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

Comments 15 pages, 6 figures

2204.13656 2022-04-29 cs.CV 79%

Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation

Zekang Chen, Jia Wei, Rui Li

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

Comments Accepted in IJCAI 2022

2108.05761 2022-04-27 stat.ME cs.LG stat.AP stat.ML 79%

Analyzing hierarchical multi-view MRI data with StaPLR: An application to Alzheimer's disease classification

Wouter van Loon, Frank de Vos, Marjolein Fokkema, Botond Szabo, Marisa Koini, Reinhold Schmidt, Mark de Rooij

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

Comments 36 pages, 9 figures. Accepted manuscript

Journal ref Frontiers in Neuroscience 16:830630 (2022) 1-15

1901.02911 2022-04-27 cs.CV 79%

Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks

Ezequiel de la Rosa, Désiré Sidibé, Thomas Decourselle, Thibault Leclercq, Alexandre Cochet, Alain Lalande

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Submitted to IEEE

Journal ref Algorithms 14.8 (2021): 249

1. 医学影像 22694 篇

Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation

Axial and radial axonal diffusivities from single encoding strongly diffusion-weighted MRI

Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels

FSE Compensated Motion Correction for MRI Using Data Driven Methods

Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary

3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation

SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer

Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation

Attention-based Dynamic Subspace Learners for Medical Image Analysis

VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction

Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels

XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention

NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach

One Hyper-Initializer for All Network Architectures in Medical Image Analysis

Technical Report (v1.0)--Pseudo-random Cartesian Sampling for Dynamic MRI

Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models

Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?

MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet

Self-Supervised Learning as a Means To Reduce the Need for Labeled Data in Medical Image Analysis

A Novel Data-Driven Method for the Analysis and Reconstruction of Cardiac Cine MRI

Combining Deep Learning and Adaptive Sparse Modeling for Low-dose CT Reconstruction

Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation

Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation

FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation

Motion Compensated Extreme MRI: Multi-Scale Low Rank Reconstructions for Highly Accelerated 3D Dynamic Acquisitions (MoCo-MSLR)

Algorithms for TRISO Fuel Identification Based on X-ray CT Validated on Tungsten-Carbide Compacts

Pyramid Medical Transformer for Medical Image Segmentation

Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation

Analyzing hierarchical multi-view MRI data with StaPLR: An application to Alzheimer's disease classification

Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks