医学 AI - arXivDaily 专题

2105.09548 2021-05-21 cs.CV 79%

A low-rank representation for unsupervised registration of medical images

Dengqiang Jia, Shangqi Gao, Qunlong Chen, Xinzhe Luo, Xiahai Zhuang

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

Comments 11 pages, 3 figures

2105.05497 2021-05-13 cs.CV 79%

CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes

Fan Yang, Guosheng Lin

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1807.09305 2021-05-04 eess.IV 79%

Synthesizing dynamic MRI using long-term recurrent convolutional networks

Frank Preiswerk, Cheng-Chieh Cheng, Jie Luo, Bruno Madore

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

Comments 8 pages, 3 figures

Journal ref Machine Learning in Medical Imaging. MLMI 2018. Lecture Notes in Computer Science, vol 11046

2104.08680 2021-04-30 eess.IV 79%

External Dynamic InTerference Estimation and Removal (EDITER) for low field MRI

Sai Abitha Srinivas, Stephen F Cauley, Jason P Stockmann, Charlotte R Sappo, Christopher E Vaughn, Lawrence L Wald, William A Grissom, Clarissa Z Cooley

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

Comments Submitted to Magnetic Resonance in Medicine

2104.11745 2021-04-26 eess.IV 79%

Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields

Albert W. Reed, Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley, Jingu Kang, Suren Jayasuriya

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

2104.04809 2021-04-13 cs.CV 79%

Two layer Ensemble of Deep Learning Models for Medical Image Segmentation

Truong Dang, Tien Thanh Nguyen, John McCall, Eyad Elyan, Carlos Francisco Moreno-García

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

Comments 8 pages, 4 figures

2104.03393 2021-04-09 cs.CV 79%

Contour Proposal Networks for Biomedical Instance Segmentation

Eric Upschulte, Stefan Harmeling, Katrin Amunts, Timo Dickscheid

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

2104.01405 2021-04-06 physics.med-ph cs.CV 79%

IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction

Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures

2103.15954 2021-03-31 cs.CV 79%

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu

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

Comments CVPR2021 oral

2103.15735 2021-03-30 physics.med-ph eess.IV 79%

High-Sensitivity Iodine Imaging by Combining Spectral CT Technologies

Matthew Tivnan, Grace Gang, Wenchao Cao, Nadav Shapira, Peter B. Noel, J. Webster Stayman

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

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

1. 医学影像 22694 篇

A low-rank representation for unsupervised registration of medical images

CT-Net: Complementary Transfering Network for Garment Transfer with Arbitrary Geometric Changes

Synthesizing dynamic MRI using long-term recurrent convolutional networks

External Dynamic InTerference Estimation and Removal (EDITER) for low field MRI

Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields

Two layer Ensemble of Deep Learning Models for Medical Image Segmentation

Contour Proposal Networks for Biomedical Instance Segmentation

IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction

DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

High-Sensitivity Iodine Imaging by Combining Spectral CT Technologies

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