医学 AI - arXivDaily 专题

2209.02293 2022-09-07 eess.SP physics.med-ph 79%

Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue

Rémy Gardier, Juan Luis Villarreal Haro, Erick J Canales-Rodrıguez, Ileana O. Jelescu, Gabriel Girard, Jonathan Rafael-Patino, Jean-Philippe Thiran

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

Comments 29 pages, 8 figures, 3 tables, submitted

2205.11888 2022-09-07 cs.CV 79%

Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation

Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Yuyao Yan, Jie Sun, Kaizhu Huang

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

2209.00183 2022-09-02 cs.CV 79%

ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification

Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian

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

Comments Accept to MICCAI 2022. Zhixiong Yang and Junwen Pan contributed equally to this work

2208.13328 2022-08-30 eess.IV physics.med-ph 79%

Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders

Hamza Kebiri, Gabriel Girard, Yasser Aleman-Gomez, Thomas Yu, Andras Jakab, Erick Jorge Canales-Rodriguez, Meritxell Bach Cuadra

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

2203.08667 2022-08-30 cs.CV 79%

Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation

Wenxuan Zou, Muyi Sun

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

2208.09836 2022-08-23 cs.CV 79%

qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment

Yael Zaffrani-Reznikov, Onur Afacan, Sila Kurugol, Simon Warfield, Moti Freiman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted to ECCV-MCV: https://mcv-workshop.github.io/

2103.04053 2022-08-23 cs.CV 79%

NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification

Fengbei Liu, Yuanhong Chen, Yu Tian, Yuyuan Liu, Chong Wang, Vasileios Belagiannis, Gustavo Carneiro

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

Comments MICCAI 2022 Early Accept

2208.09197 2022-08-22 cs.CV 79%

EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation

Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo

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

2108.09440 2022-08-18 cs.CV 79%

Unsupervised Local Discrimination for Medical Images

Huai Chen, Renzhen Wang, Xiuying Wang, Jieyu Li, Qu Fang, Hui Li, Jianhao Bai, Qing Peng, Deyu Meng, Lisheng Wang

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

Comments 18 pages, 12 figures

2208.07566 2022-08-17 eess.IV 79%

Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI

Priscille de Dumast, Hamza Kebiri, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra

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

Comments Submitted for publication

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

1. 医学影像 22694 篇

Microstructure estimation from diffusion-MRI: Compartmentalized models in permeable cellular tissue

Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation

ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification

Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders

Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation

qDWI-Morph: Motion-compensated quantitative Diffusion-Weighted MRI analysis for fetal lung maturity assessment

NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification

EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation

Unsupervised Local Discrimination for Medical Images

Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI

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