医学 AI - arXivDaily 专题

2208.05508 2022-08-12 physics.med-ph eess.IV 79%

4D Real-Time GRASP MRI at Sub-Second Temporal Resolution

Li Feng

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

Comments 35 pages, 13 figures

2208.03901 2022-08-09 cs.CV 79%

Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

Ziqi Zhou, Lei Qi, Yinghuan Shi

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

Comments Accepted by ECCV2022

2208.03470 2022-08-09 cs.CV 79%

Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities

Benteng Ma, Yushi Wang, Shen Wang

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2208.03360 2022-08-09 physics.med-ph cs.LG 79%

Deep Learning for Material Decomposition in Photon-Counting CT

Alma Eguizabal, Ozan Öktem, Mats U. Persson

专题命中医学影像：CT(title,abstract)；分类 cs.LG

2208.00974 2022-08-02 cs.CV 79%

Information Gain Sampling for Active Learning in Medical Image Classification

Raghav Mehta, Changjian Shui, Brennan Nichyporuk, Tal Arbel

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

Comments Paper accepted at UNSURE 2022 workshop at MICCAI 2022

2207.00762 2022-08-02 cs.CV cs.AI 79%

Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis

Ruinan Jin, Xiaoxiao Li

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

Comments 13 pages, 4 figures, Accepted by MICCAI 2022 SASHIMI Workshop

2207.14552 2022-08-01 cs.CV 79%

ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation

Huimin Huang, Shiao Xie1, Lanfen Lin, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong

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

Comments Accepted to IJCAI 2022

2207.13950 2022-07-29 eess.SP 79%

Accuracy of Real-Time Echo-Planar Imaging Phase Contrast MRI

Pan Liu, Sidy Fall, Olivier Baledent

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

Comments ISMRM 2021-International Society for Magnetic Resonance in Medicine, May 2021, Online, France

2207.13337 2022-07-28 cs.CV 79%

Two-Stream UNET Networks for Semantic Segmentation in Medical Images

Xin Chen, Ke Ding

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

2207.12714 2022-07-27 eess.SP 79%

Real-Time Phase Contrast MRI to quantify Cerebral arterial flow change during variations breathing

Pan Liu, Sidy Fall, Serge Metanbou, Olivier Balédent

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

Comments ISMRM 2022-International Society for Magnetic Resonance in Medicine, May 2022, London, United Kingdom

2207.11553 2022-07-26 cs.CV cs.AI 79%

High-Resolution Swin Transformer for Automatic Medical Image Segmentation

Chen Wei, Shenghan Ren, Kaitai Guo, Haihong Hu, Jimin Liang

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

Comments 14 pages, 3 figures, 2 tables

2207.10351 2022-07-22 cs.CV 79%

Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture

Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang

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

2203.05684 2022-07-22 cs.CV 79%

PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation

Lihao Liu, Zhening Huang, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Aviles-Rivero

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

Comments 10 pages, 7 figures, 2 tables

2109.12481 2022-07-21 eess.IV physics.med-ph 79%

Venc Design and Velocity Estimation for Phase Contrast MRI

Shen Zhao, Rizwan Ahmad, Lee C. Potter

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

Comments 13 pages, 11 figures

2207.07842 2022-07-19 eess.IV 79%

Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation

Sota Kato, Kazuhiro Hotta

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

2207.03366 2022-07-15 cs.CV 79%

A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images

Chengfeng Zhou, Songchang Chen, Chenming Xu, Jun Wang, Feng Liu, Chun Zhang, Juan Ye, Hefeng Huang, Dahong Qian

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

2206.14413 2022-07-13 cs.CV cs.AI 79%

The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning

Xian Lin, Li Yu, Kwang-Ting Cheng, Zengqiang Yan

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

2207.04818 2022-07-12 cs.CV cs.CL 79%

Cross-modal Prototype Driven Network for Radiology Report Generation

Jun Wang, Abhir Bhalerao, Yulan He

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

Comments Accepted to ECCV2022

2207.04655 2022-07-12 cs.CV 79%

Personalizing Federated Medical Image Segmentation via Local Calibration

Jiacheng Wang, Yueming Jin, Liansheng Wang

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

Comments Accepted at ECCV 2022

2207.04219 2022-07-12 eess.IV 79%

Multi-Attribute Attention Network for Interpretable Diagnosis of Thyroid Nodules in Ultrasound Images

Van T. Manh, Jianqiao Zhou, Xiaohong Jia, Zehui Lin, Wenwen Xu, Zihan Mei, Yijie Dong, Xin Yang, Ruobing Huang, Dong Ni

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

Comments 11 pages, 7 figures

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

1. 医学影像 22719 篇

4D Real-Time GRASP MRI at Sub-Second Temporal Resolution

Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration

Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities

Deep Learning for Material Decomposition in Photon-Counting CT

Information Gain Sampling for Active Learning in Medical Image Classification

Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis

ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation

Accuracy of Real-Time Echo-Planar Imaging Phase Contrast MRI

Two-Stream UNET Networks for Semantic Segmentation in Medical Images

Real-Time Phase Contrast MRI to quantify Cerebral arterial flow change during variations breathing

High-Resolution Swin Transformer for Automatic Medical Image Segmentation

Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture

PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation

Venc Design and Velocity Estimation for Phase Contrast MRI

Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation

A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images

The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning

Cross-modal Prototype Driven Network for Radiology Report Generation

Personalizing Federated Medical Image Segmentation via Local Calibration

Multi-Attribute Attention Network for Interpretable Diagnosis of Thyroid Nodules in Ultrasound Images

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