医学 AI - arXivDaily 专题

2111.06400 2021-11-15 eess.IV cs.CV physics.med-ph 81%

Fast T2w/FLAIR MRI Acquisition by Optimal Sampling of Information Complementary to Pre-acquired T1w MRI

Junwei Yang, Xiao-Xin Li, Feihong Liu, Dong Nie, Pietro Lio, Haikun Qi, Dinggang Shen

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

2111.04886 2021-11-12 eess.IV cs.CV 81%

Universal Lesion Detection in CT Scans using Neural Network Ensembles

Tarun Mattikalli, Tejas Sudharshan Mathai, Ronald M. Summers

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

Comments Accepted at SPIE 2022

2111.04734 2021-11-12 eess.IV cs.AI cs.CV 81%

Mixed Transformer U-Net For Medical Image Segmentation

Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

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

2110.06465 2021-11-12 eess.IV cs.CV 81%

Breaking the Dilemma of Medical Image-to-image Translation

Lingke Kong, Chenyu Lian, Detian Huang, Zhenjiang Li, Yanle Hu, Qichao Zhou

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

2111.04885 2021-11-10 eess.IV cs.AI cs.CV physics.med-ph 81%

Lymph Node Detection in T2 MRI with Transformers

Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers

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

Comments Accepted at SPIE 2022

2106.01596 2021-11-10 cs.CV cs.AI cs.LG 81%

Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation

Ho Hin Lee, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Leon Y. Cai, Lucas W. Remedios, Bennett A. Landman, Yuankai Huo

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

2109.14805 2021-11-09 eess.IV cs.CV 81%

Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images

Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim

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

Comments accepted by IEEE Transactions on Cybernetics

2110.09288 2021-11-08 eess.IV cs.CV 81%

CT-SGAN: Computed Tomography Synthesis GAN

Ahmad Pesaranghader, Yiping Wang, Mohammad Havaei

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

Comments In Proceedings of MICCAI Deep Generative Models workshop, October 2021

2111.02676 2021-11-05 physics.med-ph cs.CV eess.IV 81%

A semi-automatic ultrasound image analysis system for the grading diagnosis of COVID-19 pneumonia

Yuanyuan Wang, Yao Zhang, Qiong He, Hongen Liao, Jianwen Luo

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

2111.00837 2021-11-02 eess.IV cs.AI cs.CV 81%

Simulating Realistic MRI variations to Improve Deep Learning model and visual explanations using GradCAM

Muhammad Ilyas Patel, Shrey Singla, Razeem Ahmad Ali Mattathodi, Sumit Sharma, Deepam Gautam, Srinivasa Rao Kundeti

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

Comments 8 pages, 9 figures, IEEE-CCEM 2021 conference

2110.01304 2021-11-02 eess.IV cs.CV 81%

Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation

Xiaodan Xing, Yinzhe Wu, David Firmin, Peter Gatehouse, Guang Yang

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

2102.02711 2021-10-26 eess.IV cs.CV 81%

Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge

Chompunuch Sarasaen, Soumick Chatterjee, Mario Breitkopf, Georg Rose, Andreas Nürnberger, Oliver Speck

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

Journal ref Artificial Intelligence in Medicine (2021) 102196

2110.09693 2021-10-20 eess.IV cs.CV 81%

Cross-Vendor CT Image Data Harmonization Using CVH-CT

Md Selim, Jie Zhang, Baowei Fei, Guo-Qiang Zhang, Gary Yeeming Ge, Jin Chen

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

2110.09148 2021-10-19 eess.IV cs.CV 81%

Body Part Regression for CT Images

Sarah Schuhegger

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

2110.08726 2021-10-19 eess.IV cs.CV 81%

Data Shapley Value for Handling Noisy Labels: An application in Screening COVID-19 Pneumonia from Chest CT Scans

Nastaran Enshaei, Moezedin Javad Rafiee, Arash Mohammadi, Farnoosh Naderkhani

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

2110.08085 2021-10-18 eess.IV cs.CV 81%

Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks

Jingnan Jia, Marius Staring, Irene Hernández-Girón, Lucia J. M. Kroft, Anne A. Schouffoer, Berend C. Stoel

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

Comments SPIE 2022 accepted

2107.01318 2021-10-14 eess.IV cs.CV cs.NE 81%

A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI

Marcelo Toledo, Daniel Lima, José Krieger, Marco Gutierrez

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

Journal ref SN COMPUT. SCI. 2, 480 (2021)

2110.06063 2021-10-13 eess.IV cs.CV 81%

MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis

Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong

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

2110.05039 2021-10-12 eess.IV cs.CV 81%

Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images

Kongming Liang, Kai Han, Xiuli Li, Xiaoqing Cheng, Yiming Li, Yizhou Wang, Yizhou Yu

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

Comments This paper has been accepted by MICCAI2021

2110.04069 2021-10-11 cs.CV cs.LG 81%

BI-RADS-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound Images

Boyu Zhang, Aleksandar Vakanski, Min Xian

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

2110.03094 2021-10-08 eess.IV cs.CV 81%

Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports

Riddhish Bhalodia, Ali Hatamizadeh, Leo Tam, Ziyue Xu, Xiaosong Wang, Evrim Turkbey, Daguang Xu

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

Comments Published at MICCAI 2021

2110.01474 2021-10-05 cs.LG cs.CV 81%

Distributed Learning Approaches for Automated Chest X-Ray Diagnosis

Edoardo Giacomello, Michele Cataldo, Daniele Loiacono, Pier Luca Lanzi

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

Comments 8 pages, 1 figure

2103.02940 2021-10-01 cs.CV eess.IV 81%

Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution

Aleksandr Belov, Joel Stadelmann, Sergey Kastryulin, Dmitry V. Dylov

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

Comments Main text: 10 pages and 8 figures. 18 pages and 14 figures total (Supplementary material included)

Journal ref MICCAI 2021. Lecture Notes in Computer Science, vol 12906, pp 254-264

2109.12634 2021-09-28 eess.IV cs.CV 81%

A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images

Zijie Chen, Cheng Li, Junjun He, Jin Ye, Diping Song, Shanshan Wang, Lixu Gu, Yu Qiao

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

Comments 10 pages, 2 figures

2109.12629 2021-09-28 eess.IV cs.CV 81%

Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation

Junjun He, Jin Ye, Cheng Li, Diping Song, Wanli Chen, Shanshan Wang, Lixu Gu, Yu Qiao

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

Comments 10 pages, 2 figures

2109.12622 2021-09-28 cs.CV cs.AI cs.LG 81%

Using Soft Labels to Model Uncertainty in Medical Image Segmentation

João Lourenço Silva, Arlindo L. Oliveira

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

Comments 8 pages, 1 figure, 3 tables

2109.12502 2021-09-28 cs.CV eess.IV 81%

Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework

Chen Hu, Cheng Li, Haifeng Wang, Qiegen Liu, Hairong Zheng, Shanshan Wang

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

Comments 10 pages, 3 figures, 2 tables

2104.03618 2021-09-27 eess.IV cs.CV 81%

MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data

Hao Guan, Chaoyue Wang, Dacheng Tao

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

2103.05546 2021-09-22 eess.IV cs.CV 81%

Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT

Ziyang Wang, Irina Voiculescu

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

2109.09271 2021-09-21 eess.IV cs.CV 81%

DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search

Dazhou Guo, Xianghua Ye, Jia Ge, Xing Di, Le Lu, Lingyun Huang, Guotong Xie, Jing Xiao, Zhongjie Liu, Ling Peng, Senxiang Yan, Dakai Jin

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

1. 医学影像 22681 篇

Fast T2w/FLAIR MRI Acquisition by Optimal Sampling of Information Complementary to Pre-acquired T1w MRI

Universal Lesion Detection in CT Scans using Neural Network Ensembles

Mixed Transformer U-Net For Medical Image Segmentation

Breaking the Dilemma of Medical Image-to-image Translation

Lymph Node Detection in T2 MRI with Transformers

Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation

Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images

CT-SGAN: Computed Tomography Synthesis GAN

A semi-automatic ultrasound image analysis system for the grading diagnosis of COVID-19 pneumonia

Simulating Realistic MRI variations to Improve Deep Learning model and visual explanations using GradCAM

Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation

Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge

Cross-Vendor CT Image Data Harmonization Using CVH-CT

Body Part Regression for CT Images

Data Shapley Value for Handling Noisy Labels: An application in Screening COVID-19 Pneumonia from Chest CT Scans

Prediction of Lung CT Scores of Systemic Sclerosis by Cascaded Regression Neural Networks

A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI

MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis

Symmetry-Enhanced Attention Network for Acute Ischemic Infarct Segmentation with Non-Contrast CT Images

BI-RADS-Net: An Explainable Multitask Learning Approach for Cancer Diagnosis in Breast Ultrasound Images

Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports

Distributed Learning Approaches for Automated Chest X-Ray Diagnosis

Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution

A Novel Hybrid Convolutional Neural Network for Accurate Organ Segmentation in 3D Head and Neck CT Images

Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation

Using Soft Labels to Model Uncertainty in Medical Image Segmentation

Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework

MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data

Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT

DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search