医学 AI - arXivDaily 专题

2002.05895 2021-01-26 cs.CV 79%

Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention

Minyoung Chung, Jingyu Lee, Jeongjin Lee, Yeong-Gil Shin

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures

1907.12250 2021-01-26 cs.CV 79%

Automatic Registration between Cone-Beam CT and Scanned Surface via Deep-Pose Regression Neural Networks and Clustered Similarities

Minyoung Chung, Jingyu Lee, Wisoo Song, Youngchan Song, Il-Hyung Yang, Jeongjin Lee, Yeong-Gil Shin

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 9 pages, 6 figures

2012.14752 2021-01-14 eess.IV 79%

Development and evaluation of a 3D annotation software for interactive COVID-19 lesion segmentation in chest CT

Simone Bendazzoli, Irene Brusini, Mehdi Astaraki, Mats Persson, Jimmy Yu, Bryan Connolly, Sven Nyrén, Fredrik Strand, Örjan Smedby, Chunliang Wang

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

Comments 19 pages, 7 figures, 3 tables

2101.03799 2021-01-12 cs.CV 79%

Coronary Plaque Analysis for CT Angiography Clinical Research

Felix Denzinger, Michael Wels, Christian Hopfgartner, Jing Lu, Max Schöbinger, Andreas Maier, Michael Sühling

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted to BVM 2021

2009.02577 2021-01-05 cs.CV 79%

Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT

Ke Yan, Jinzheng Cai, Youjing Zheng, Adam P. Harrison, Dakai Jin, Youbao Tang, Yuxing Tang, Lingyun Huang, Jing Xiao, Le Lu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments IEEE Trans on Medical Imaging. Annotation and evaluation code in https://github.com/viggin/DeepLesion_manual_test_set

2012.15049 2021-01-01 cs.CV 79%

SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability

Rajeev Kumar Singh, Rohan Gorantla, Sai Giridhar Allada, Narra Pratap

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

1803.00058 2020-12-25 math.OC cs.CV 79%

PDE-constrained optimization in medical image analysis

Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros

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

Journal ref Optimization and Engineering 19, 765-812, 2018

2012.11374 2020-12-22 physics.med-ph eess.IV 79%

Dual-energy CT Reconstruction from Dual Quarter Scans

Wenkun Zhang, Ningning Liang, Linyuan Wang, Ailong Cai, Zhizhong Zheng, Chao Tang, Yizhong Wang, Lei Li, Bin Yan, Guoen Hu

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

2012.08943 2020-12-17 eess.IV physics.med-ph 79%

CT Super Resolution via Zero Shot Learning

Zhicheng Zhang, Shaode Yu, Wenjian Qin, Xiaokun Liang, Yaoqin Xie, Guohua Cao

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

2012.06983 2020-12-15 physics.med-ph cs.CV 79%

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 10 pages, 11 figures

2007.15674 2020-12-14 physics.med-ph eess.IV 79%

Model-driven reconstruction with phase-constrained highly-oversampled MRI

F. Galve, J. Alonso, J. M. Algarín, J. M. Benlloch

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

Comments We have made a major revision to the manuscript to include phase constraining and its contribution to the reconstruction improvements we report on

2012.05393 2020-12-11 eess.IV 79%

Calibrationless MRI Reconstruction with a Plug-in Denoiser

Shen Zhao, Lee C. Potter, Rizwan Ahmad

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

1705.06712 2020-12-11 cs.CV 79%

Model-based Catheter Segmentation in MRI-images

Andre Mastmeyer, Guillaume Pernelle, Lauren Barber, Steve Pieper, Dirk Fortmeier, Sandy Wells, Heinz Handels, Tina Kapur

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments MICCAI 2015

2009.03128 2020-11-30 eess.IV 79%

Semi-Supervised Deep Learning for Multi-Tissue Segmentation from Multi-Contrast MRI

Syed Muhammad Anwar, Ismail Irmakci, Drew A. Torigian, Sachin Jambawalikar, Georgios Z. Papadakis, Can Akgun, Mehmet Akcakaya, Ulas Bagci

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

Comments 20 pages, 9 figures, Journal of Signal Processing Systems

2004.01707 2020-11-26 physics.med-ph eess.IV 79%

Data-driven regularization parameter selection in dynamic MRI

Matti Hanhela, Olli Gröhn, Mikko Kettunen, Kati Niinimäki, Marko Vauhkonen, Ville Kolehmainen

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

Comments 22 pages, 7 figures

1811.08026 2020-11-25 eess.IV cs.CE 79%

Simulating single-coil MRI from the responses of multiple coils

Mark Tygert, Jure Zbontar

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

Comments 14 pages, 17 figures

Journal ref Commun. Appl. Math. Comput. Sci. 15 (2020) 1-13

2011.10752 2020-11-24 physics.med-ph cs.CV 79%

MRI-Guided High Intensity Focused Ultrasound of Liver and Kidney

Baudouin Denis de Senneville, Mario Ries, Wilbert Bartels, Chrit Moonen

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 27 pages, 5 figures

2007.03028 2020-11-12 cs.CV cs.CL 79%

Labeling of Multilingual Breast MRI Reports

Chen-Han Tsai, Nahum Kiryati, Eli Konen, Miri Sklair-Levy, Arnaldo Mayer

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 10 pages, 5 figures, MICCAI LABELS Workshop 2020

Journal ref Lecture Notes in Computer Science 12446 (2020) 233-241

1911.08012 2020-11-10 physics.med-ph eess.IV 79%

Penalized PET/CT Reconstruction Algorithms with Automatic Realignment for Anatomical Priors

Yu-Jung Tsai, Alexandre Bousse, Simon Arridge, Charles W. Stearns, Brian F. Hutton, Kris Thielemans

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

Comments 11 pages with 14 figures. The accepted version

2011.01462 2020-11-04 cs.CV 79%

Distribution-aware Margin Calibration for Medical Image Segmentation

Zhibin Li, Litao Yu, Jian Zhang

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

2011.00428 2020-11-03 eess.IV cs.CV cs.LG eess.SP 79%

Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction

Xikai Yang, Yong Long, Saiprasad Ravishankar

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

Comments 5 pages, 3 figures, submitted to ISBI2021

2010.16074 2020-11-02 cs.CV 79%

Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples

Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, Elliot K. Fishman, Alan L. Yuille

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

Comments arXiv admin note: substantial text overlap with arXiv:1712.00201

2005.09146 2020-10-30 physics.med-ph cs.CV cs.HC 79%

3D Augmented Reality-Assisted CT-Guided Interventions: System Design and Preclinical Trial on an Abdominal Phantom using HoloLens 2

Brian J. Park, Stephen J. Hunt, Gregory J. Nadolski, Terence P. Gade

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 16 pages, 6 figures, 2 tables

2010.14440 2020-10-28 cs.CV 79%

Robust Skeletonization for Plant Root Structure Reconstruction from MRI

Jannis Horn, Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted final version. In 25th International Conference on Pattern Recognition (ICPR2020)

2010.14350 2020-10-28 physics.med-ph cs.CV 79%

CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels

Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 4 pages, 3 figures

2010.12219 2020-10-26 cs.CV 79%

A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision

Liyan Sun, Jianxiong Wu, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu

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

Comments 10 pages, 11 figure

2010.04283 2020-10-22 cs.CV 79%

Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features

L. Chauvin, M. Ben Lazreg, J. B. Carluer, W. Wells, M. Toews

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

Comments 11 pages, 3 figures

2007.10732 2020-10-22 cs.CV 79%

Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images

Shuailin Li, Chuyu Zhang, Xuming He

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

Comments Appear in MICCAI2020

Journal ref MICCAI 2020. Lecture Notes in Computer Science, vol 12261. Springer, Cham

2006.08229 2020-10-22 physics.med-ph eess.IV 79%

Parametric Sequential Method for MRI-based Wall Shear Stress Quantification

Nina Shokina, Gabriel Teschner, Andreas Bauer, Cameron Tropea, Herbert Egger, Jürgen Hennig, Axel J. Krafft

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

2010.07840 2020-10-16 physics.med-ph eess.IV 79%

Multi-Contrast CT Imaging with a Prototype Spatial-Spectral Filter

Matthew Tivnan, Wenying Wang, J. Webster Stayman

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

1. 医学影像 22719 篇

Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention

Automatic Registration between Cone-Beam CT and Scanned Surface via Deep-Pose Regression Neural Networks and Clustered Similarities

Development and evaluation of a 3D annotation software for interactive COVID-19 lesion segmentation in chest CT

Coronary Plaque Analysis for CT Angiography Clinical Research

Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT

SkiNet: A Deep Learning Solution for Skin Lesion Diagnosis with Uncertainty Estimation and Explainability

PDE-constrained optimization in medical image analysis

Dual-energy CT Reconstruction from Dual Quarter Scans

CT Super Resolution via Zero Shot Learning

LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT

Model-driven reconstruction with phase-constrained highly-oversampled MRI

Calibrationless MRI Reconstruction with a Plug-in Denoiser

Model-based Catheter Segmentation in MRI-images

Semi-Supervised Deep Learning for Multi-Tissue Segmentation from Multi-Contrast MRI

Data-driven regularization parameter selection in dynamic MRI

Simulating single-coil MRI from the responses of multiple coils

MRI-Guided High Intensity Focused Ultrasound of Liver and Kidney

Labeling of Multilingual Breast MRI Reports

Penalized PET/CT Reconstruction Algorithms with Automatic Realignment for Anatomical Priors

Distribution-aware Margin Calibration for Medical Image Segmentation

Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction

Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples

3D Augmented Reality-Assisted CT-Guided Interventions: System Design and Preclinical Trial on an Abdominal Phantom using HoloLens 2

Robust Skeletonization for Plant Root Structure Reconstruction from MRI

CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels

A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision

Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features

Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images

Parametric Sequential Method for MRI-based Wall Shear Stress Quantification

Multi-Contrast CT Imaging with a Prototype Spatial-Spectral Filter