医学 AI - arXivDaily 专题

2112.04998 2021-12-10 eess.IV cs.CV 81%

Sparse-View CT Reconstruction using Recurrent Stacked Back Projection

Wenrui Li, Gregery T. Buzzard, Charles A. Bouman

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

Comments 5 pages, 5 pages, 2021 Asilomar Conference on Signals, Systems, and Computers

2112.04721 2021-12-10 eess.IV cs.AI cs.CV physics.med-ph 81%

One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI

Zi Wang, Chen Qian, Di Guo, Hongwei Sun, Rushuai Li, Bo Zhao, Xiaobo Qu

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

Comments 16 pages

2108.01368 2021-12-07 cs.LG cs.CV cs.IT math.IT stat.ML 81%

Robust Compressed Sensing MRI with Deep Generative Priors

Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir

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

2112.01034 2021-12-03 cs.CV eess.IV 81%

Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data

Yifei Huang, Xiaoxiao Li, Lijin Yang, Lin Gu, Yingying Zhu, Hirofumi Seo, Qiuming Meng, Tatsuya Harada, Yoichi Sato

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

Comments BMVC 2021

2111.15200 2021-12-01 eess.IV cs.CV 81%

Contrastive Learning for Local and Global Learning MRI Reconstruction

Qiaosi Yi, Jinhao Liu, Le Hu, Faming Fang, Guixu Zhang

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

2111.11863 2021-11-24 cs.CV cs.AI cs.LG 81%

Explainable Deep Image Classifiers for Skin Lesion Diagnosis

Carlo Metta, Andrea Beretta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo, Fosca Giannotti

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

2108.13987 2021-11-24 eess.IV cs.CV physics.med-ph 81%

OARnet: Automated organs-at-risk delineation in Head and Neck CT images

Mumtaz Hussain Soomro, Hamidreza Nourzadeh, Victor Gabriel Leandro Alves, Wookjin Choi, Jeffrey V. Siebers

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

Comments Paper is withdrawn, need more work on results and methodology

2111.10889 2021-11-23 eess.IV cs.CV 81%

Joint alignment and reconstruction of multislice dynamic MRI using variational manifold learning

Qing Zou, Abdul Haseeb Ahmed, Prashant Nagpal, Sarv Priya, Rolf F Schulte, Mathews Jacob

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

2103.05255 2021-11-18 eess.IV cs.CV 81%

Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation

Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou

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

2111.07716 2021-11-16 cs.CV cs.LG 81%

Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration

Wenhao Li, Qisen Xu, Chuyun Shen, Bin Hu, Fengping Zhu, Yuxin Li, Bo Jin, Xiangfeng Wang

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

2111.06401 2021-11-15 eess.IV cs.CV 81%

Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of Rigid Motion Artifact in Brain MRI

Mohammed A. Al-masni, Seul Lee, Jaeuk Yi, Sewook Kim, Sung-Min Gho, Young Hun Choi, Dong-Hyun Kim

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

Comments 24 pages, 10 figures, 3 tables

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

1. 医学影像 22645 篇

Sparse-View CT Reconstruction using Recurrent Stacked Back Projection

One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI

Robust Compressed Sensing MRI with Deep Generative Priors

Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data

Contrastive Learning for Local and Global Learning MRI Reconstruction

Explainable Deep Image Classifiers for Skin Lesion Diagnosis

OARnet: Automated organs-at-risk delineation in Head and Neck CT images

Joint alignment and reconstruction of multislice dynamic MRI using variational manifold learning

Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation

Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration

Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of Rigid Motion Artifact in Brain MRI

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