医学 AI - arXivDaily 专题

2103.13909 2021-03-26 math.OC cs.LG cs.NA math.NA 79%

Regularization by Denoising Sub-sampled Newton Method for Spectral CT Multi-Material Decomposition

Alessandro Perelli, Martin S. Andersen

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments Accepted in Philosophical Transactions A, issue "Synergistic tomographic image reconstruction (Part 1)"

2012.09333 2021-03-25 cs.CV 79%

Unsupervised Learning of Local Discriminative Representation for Medical Images

Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang

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

Comments Accepted by IPMI2021

2103.10493 2021-03-23 cs.CV 79%

Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning

Arjun Krishna, Kedar Bartake, Chuang Niu, Ge Wang, Youfang Lai, Xun Jia, Klaus Mueller

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Fully3D 2021

2103.10868 2021-03-22 cs.CV 79%

GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images

Aadhithya Sankar, Matthias Keicher, Rami Eisawy, Abhijeet Parida, Franz Pfister, Seong Tae Kim, Nassir Navab

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

Comments 12 pages, 7 figures

2103.10624 2021-03-22 eess.IV 79%

Model-based Reconstruction for Enhanced X-ray CT of Tri-structural Isotropic (TRISO) Particles

Singanallur V. Venkatakrishnan, Amirkoushyar Ziabari, Philip Bingham, Grant Helmreich

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

2102.02895 2021-03-22 cs.CV cs.AI 79%

Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images

Joseph Stember, Hrithwik Shalu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2012.13321 2021-03-22 cs.CV cs.AI 79%

Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets

Joseph Stember, Hrithwik Shalu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2006.00601 2021-03-19 math.OC cs.CV cs.NA math.NA 79%

Limited-angle CT reconstruction via the L1/L2 minimization

Chao Wang, Min Tao, James Nagy, Yifei Lou

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 29 pages

2103.08213 2021-03-16 cs.CV 79%

Cascaded Feature Warping Network for Unsupervised Medical Image Registration

Liutong Zhang, Lei Zhou, Ruiyang Li, Xianyu Wang, Boxuan Han, Hongen Liao

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

Comments Accepted by ISBI2021

2103.06030 2021-03-11 cs.CV 79%

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

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

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

Comments Accepted to CVPR 2021

1806.09930 2021-03-11 cs.CV 79%

Coupled Dictionary Learning for Multi-contrast MRI Reconstruction

Pingfan Song, Lior Weizman, Joao F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 2018 IEEE International Conference on Image Processing (ICIP)

1804.01901 2021-03-10 cs.CV 79%

Towards radiologist-level cancer risk assessment in CT lung screening using deep learning

Stojan Trajanovski, Dimitrios Mavroeidis, Christine Leon Swisher, Binyam Gebrekidan Gebre, Bastiaan S. Veeling, Rafael Wiemker, Tobias Klinder, Amir Tahmasebi, Shawn M. Regis, Christoph Wald, Brady J. McKee, Sebastian Flacke, Heber MacMahon, Homer Pien

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Submitted for publication. 11 pages

Journal ref Computerized Medical Imaging and Graphics, Elsevier, 2021

2103.04566 2021-03-09 eess.IV physics.med-ph 79%

OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences

Ke Wang, Enhao Gong, Yuxin Zhang, Suchadrima Banerjee, Greg Zaharchuk, John Pauly

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

Comments 12 pages, 5 figures

2103.03166 2021-03-05 cs.CV 79%

Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis

Yuzhe Lu, Aadarsh Jha, Yuankai Huo

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

2103.03024 2021-03-05 cs.CV 79%

CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

Yutong Xie, Jianpeng Zhang, Chunhua Shen, Yong Xia

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

Comments 13 pages

2012.15125 2021-03-05 physics.med-ph eess.IV 79%

An Analysis of Scatter Characteristics in X-ray CT Spectral Correction

Tao Zhang, Zhiqiang Chen, Hao Zhou, N. Robert Bennett, Adam S. Wang, Hewei Gao

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

2102.13280 2021-03-01 cs.CV cs.AI 79%

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures

Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng

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

2002.06345 2021-02-24 cs.CV 79%

Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images

Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai

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

Comments Accepted to appear in IEEE Transactions on Image Processing

2102.10765 2021-02-23 cs.CV 79%

Post-hoc Overall Survival Time Prediction from Brain MRI

Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro

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

Comments 5 pages, 2 figure

2008.04656 2021-02-18 eess.IV cs.NA math.NA 79%

AHP-Net: adaptive-hyper-parameter deep learning based image reconstruction method for multilevel low-dose CT

Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji

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

Comments 7 figures, 5 table

2102.08128 2021-02-17 physics.med-ph eess.IV 79%

Quantitative analysis of image quality in low-dose CT imaging for Covid-19 patients

Behrooz Ghane, Alireza Karimian, Samaneh Mostafapour, Faezeh Gholamiankhak, Seyedjafar Shojaerazavi, Hossein Arabi

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

2102.05971 2021-02-12 cs.CV 79%

L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation

Jiahao Xie, Sheng Zhang, Jianwei Lu, Ye Luo

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

2101.12346 2021-02-05 cs.CV cs.IR 79%

Deep Triplet Hashing Network for Case-based Medical Image Retrieval

Jiansheng Fang, Huazhu Fu, Jiang Liu

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

Comments 12 pages, 6 figures, MedIA Journal

2102.01979 2021-02-04 cs.LG cs.CY 79%

Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice

Viraj Kulkarni, Manish Gawali, Amit Kharat

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

2102.01903 2021-02-04 eess.SP 79%

Comprehensive Study on Denoising of Medical Images Utilizing Neural Network Based Auto-Encoder

Thoshara Nawarathne, Thanushi Withanage, Samitha Gunarathne, Upekha Delay, Eranda Somathilake, Janith Senanayake, Roshan Godaliyadda, Parakrama Ekanayake, Janaka Wijayakulasooriya, Chathura Rathnayake

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

Comments 7 pages, 16 figures, 2 tables

2102.01023 2021-02-02 eess.IV physics.med-ph 79%

MRSaiFE: Tissue Heating Prediction for MRI: a Feasibility Study

Simone Angela Winkler, Isabelle Saniour, Akshay Chaudhari, Fraser Robb, J Thomas Vaughan

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

Comments 3 pages, 1 figure

2102.00325 2021-02-02 eess.IV 79%

Edge, Structure and Texture Refinement for Retrospective High Quality MRI Restoration using Deep Learning

Hao Li, Jianan Liu

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

Comments 18 pages, 10 figures

2102.00250 2021-02-02 cs.CV 79%

A fast method for simultaneous reconstruction and segmentation in X-ray CT application

Yiqiu Dong, Chunlin Wu, Shi Yan

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1903.03374 2021-02-02 cs.CV 79%

Unsupervised Medical Image Translation Using Cycle-MedGAN

Karim Armanious, Chenming Jiang, Sherif Abdulatif, Thomas Küstner, Sergios Gatidis, Bin Yang

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

Comments Submitted to EUSIPCO 2019, 5 pages

2009.01965 2021-01-27 eess.IV physics.med-ph 79%

Automatic segmentation of CT images for ventral body composition analysis

Yabo Fu, Joseph E. Ippolito, Daniel R. Ludwig, Rehan Nizamuddin, Harold H. Li, Deshan Yang

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

Journal ref Medical Physics 2020

1. 医学影像 22719 篇

Regularization by Denoising Sub-sampled Newton Method for Spectral CT Multi-Material Decomposition

Unsupervised Learning of Local Discriminative Representation for Medical Images

Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning

GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images

Model-based Reconstruction for Enhanced X-ray CT of Tri-structural Isotropic (TRISO) Particles

Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images

Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets

Limited-angle CT reconstruction via the L1/L2 minimization

Cascaded Feature Warping Network for Unsupervised Medical Image Registration

FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space

Coupled Dictionary Learning for Multi-contrast MRI Reconstruction

Towards radiologist-level cancer risk assessment in CT lung screening using deep learning

OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences

Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis

CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation

An Analysis of Scatter Characteristics in X-ray CT Spectral Correction

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures

Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images

Post-hoc Overall Survival Time Prediction from Brain MRI

AHP-Net: adaptive-hyper-parameter deep learning based image reconstruction method for multilevel low-dose CT

Quantitative analysis of image quality in low-dose CT imaging for Covid-19 patients

L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation

Deep Triplet Hashing Network for Case-based Medical Image Retrieval

Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice

Comprehensive Study on Denoising of Medical Images Utilizing Neural Network Based Auto-Encoder

MRSaiFE: Tissue Heating Prediction for MRI: a Feasibility Study

Edge, Structure and Texture Refinement for Retrospective High Quality MRI Restoration using Deep Learning

A fast method for simultaneous reconstruction and segmentation in X-ray CT application

Unsupervised Medical Image Translation Using Cycle-MedGAN

Automatic segmentation of CT images for ventral body composition analysis