医学 AI - arXivDaily 专题

2007.00833 2020-11-05 eess.IV cs.CV 81%

Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices

Guotai Wang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang

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

Comments 10 pages, 4 figures, Accepted by MICCAI 2020

2011.00694 2020-11-03 cs.CV eess.IV 81%

Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis based on Ultrasound Shear Wave Elastography

Lufei Gao, Ruisong Zhou, Changfeng Dong, Cheng Feng, Zhen Li, Xiang Wan, Li Liu

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

2010.16198 2020-11-02 eess.IV cs.CV 81%

Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks

Kibrom Berihu Girum, Youssef Skandarani, Raabid Hussain, Alexis Bozorg Grayeli, Gilles Créhange, Alain Lalande

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

2009.12111 2020-10-29 eess.IV cs.CV 81%

Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network

Hieu T. Nguyen, Tung T. Le, Thang V. Nguyen, Nhan T. Nguyen

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

2004.07339 2020-10-28 eess.IV cs.CV 81%

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction

Nicola Pezzotti, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Elwin de Weerdt, Marius Staring

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

2010.13211 2020-10-27 eess.SP eess.IV 81%

D-VDAMP: Denoising-based Approximate Message Passing for Compressive MRI

Christopher A. Metzler, Gordon Wetzstein

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

2010.09953 2020-10-26 physics.med-ph cs.CV eess.IV 81%

Region-specific Dictionary Learning-based Low-dose Thoracic CT Reconstruction

Qiong Xu, Jeff Wang, Hiroki Shirato, Lei Xing

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

2010.05355 2020-10-26 eess.IV cs.CV 81%

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging

Vishnu M. Bashyam, Jimit Doshi, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos

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

2007.15963 2020-10-26 cs.CV cs.LG 81%

Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

Le Zhang, Ryutaro Tanno, Mou-Cheng Xu, Chen Jin, Joseph Jacob, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander

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

2002.10776 2020-10-22 eess.IV cs.CV 81%

Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks

Sven Koitka, Lennard Kroll, Eugen Malamutmann, Arzu Oezcelik, Felix Nensa

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

2010.03963 2020-10-09 eess.IV cs.LG 81%

Neurodevelopmental Age Estimation of Infants Using a 3D-Convolutional Neural Network Model based on Fusion MRI Sequences

M. Shabanian, A. Siddiqui, H. Chen, J. P. DeVincenzo

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

Comments 18 pages, 8 figures, 4 tables. Supplementary information: 7 figures, 3 tables

2010.01982 2020-10-06 eess.IV cs.CV 81%

Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT

Omar Ibrahim Alirr

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

2010.01942 2020-10-06 eess.IV cs.CV 81%

Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting

Bao Nguyen, Adam Feldman, Sarath Bethapudi, Andrew Jennings, Chris G. Willcocks

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

Comments 5 pages, 6 figures

2010.01817 2020-10-06 cs.LG eess.SP 81%

Off-the-grid data-driven optimization of sampling schemes in MRI

Alban Gossard, Frédéric de Gournay, Pierre Weiss

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

Journal ref ITWIST 2020, Dec 2020, Nantes, France

1910.02717 2020-10-02 eess.IV cs.LG stat.ML 81%

Brain MRI Tumor Segmentation with Adversarial Networks

Edoardo Giacomello, Daniele Loiacono, Luca Mainardi

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

2009.08864 2020-09-21 eess.IV cs.CV 81%

Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks

Saddam Hussain Khan, Anabia Sohail, Asifullah Khan, Yeon Soo Lee

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

Comments Pages: 32, Tables: 6, Figures: 14

2008.13574 2020-09-21 eess.IV cs.CV 81%

Evaluating Knowledge Transfer in Neural Network for Medical Images

Sina Akbarian, Laleh Seyyed-Kalantari, Farzad Khalvati, Elham Dolatabadi

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

Comments Under Review

2006.13825 2020-09-16 eess.IV cs.LG 81%

MRI Image Reconstruction via Learning Optimization Using Neural ODEs

Eric Z. Chen, Terrence Chen, Shanhui Sun

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

Comments Accepted by MICCAI 2020

2009.04924 2020-09-11 eess.IV cs.CV 81%

Ultrasound Liver Fibrosis Diagnosis using Multi-indicator guided Deep Neural Networks

Jiali Liu, Wenxuan Wang, Tianyao Guan, Ningbo Zhao, Xiaoguang Han, Zhen Li

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

Comments Jiali Liu and Wenxuan Wang are equal contribution

Journal ref Machine Learning in Medical Imaging 2019

2009.04507 2020-09-11 eess.IV cs.CV 81%

Segmentation-free Estimation of Aortic Diameters from MRI Using Deep Learning

Axel Aguerreberry, Ezequiel de la Rosa, Alain Lalande, Elmer Fernandez

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

Comments To be presented at the STACOM workshop at MICCAI 2020

1910.01902 2020-09-09 eess.IV cs.CV physics.med-ph 81%

4D MRI: Robust sorting of free breathing MRI slices for use in interventional settings

Gino Gulamhussene, Fabian Joeres, Marko Rak, Maciej Pech, Christian Hansen

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

Comments 16 pages, 11 figures

2009.03046 2020-09-08 physics.med-ph cs.CV eess.IV 81%

Localization and classification of intracranialhemorrhages in CT data

Jakub Nemcek, Roman Jakubicek, Jiri Chmelik

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

Comments Submitted on EMBEC 2020, paper has not been reviewed yet, 7 pages

1905.04787 2020-09-07 eess.IV cs.LG cs.NA math.NA stat.ML 81%

A Cone-Beam X-Ray CT Data Collection designed for Machine Learning

Henri Der Sarkissian, Felix Lucka, Maureen van Eijnatten, Giulia Colacicco, Sophia Bethany Coban, Kees Joost Batenburg

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

Comments The reconstruction codes and links to the data are available at https://github.com/cicwi/WalnutReconstructionCodes

2008.13781 2020-09-01 cs.LG cs.CV cs.CY stat.ML 81%

A Multisite, Report-Based, Centralized Infrastructure for Feedback and Monitoring of Radiology AI/ML Development and Clinical Deployment

Menashe Benjamin, Guy Engelhard, Alex Aisen, Yinon Aradi, Elad Benjamin

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

Comments 21 pages, 3 figures

2008.13065 2020-09-01 eess.IV cs.LG stat.ML 81%

Unsupervised MRI Reconstruction with Generative Adversarial Networks

Elizabeth K. Cole, John M. Pauly, Shreyas S. Vasanawala, Frank Ong

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

2001.11698 2020-08-31 eess.IV cs.CV 81%

Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy

Zhaotao Wu, Jia Wei, Wenguang Yuan, Jiabing Wang, Tolga Tasdizen

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

2008.11870 2020-08-28 eess.IV cs.CV 81%

Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy

Zhuotun Zhu, Dakai Jin, Ke Yan, Tsung-Ying Ho, Xianghua Ye, Dazhou Guo, Chun-Hung Chao, Jing Xiao, Alan Yuille, Le Lu

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

Comments MICCAI2020

1910.00272 2020-08-28 eess.IV cs.CV physics.med-ph 81%

Harmonization of diffusion MRI datasets with adaptive dictionary learning

Samuel St-Jean, Max A. Viergever, Alexander Leemans

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

Comments v5 Peer review for Human Brain Mapping v4: Peer review round 2 v3: Peer reviewed version v2: Fix minor text issue + add supp materials v1: To be submitted to Neuroimage

Journal ref Human Brain Mapping, hbm. 25117 (2020)

2008.05044 2020-08-21 eess.IV cs.LG 81%

Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network

Eric Z. Chen, Xiao Chen, Jingyuan Lyu, Yuan Zheng, Terrence Chen, Jian Xu, Shanhui Sun

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

Comments Presented at ISMRM 2020 as the digital poster

2008.07770 2020-08-19 eess.IV cs.CV 81%

Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences

Xiaoran Zhang, Michelle Noga, Kumaradevan Punithakumar

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

Comments Accepted by MyoPS 2020 Challenge in conjunction with MICCAI and STACOM 2020

1. 医学影像 22645 篇

Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices

Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis based on Ultrasound Shear Wave Elastography

Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks

Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network

An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction

D-VDAMP: Denoising-based Approximate Message Passing for Compressive MRI

Region-specific Dictionary Learning-based Low-dose Thoracic CT Reconstruction

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging

Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks

Neurodevelopmental Age Estimation of Infants Using a 3D-Convolutional Neural Network Model based on Fusion MRI Sequences

Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT

Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting

Off-the-grid data-driven optimization of sampling schemes in MRI

Brain MRI Tumor Segmentation with Adversarial Networks

Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks

Evaluating Knowledge Transfer in Neural Network for Medical Images

MRI Image Reconstruction via Learning Optimization Using Neural ODEs

Ultrasound Liver Fibrosis Diagnosis using Multi-indicator guided Deep Neural Networks

Segmentation-free Estimation of Aortic Diameters from MRI Using Deep Learning

4D MRI: Robust sorting of free breathing MRI slices for use in interventional settings

Localization and classification of intracranialhemorrhages in CT data

A Cone-Beam X-Ray CT Data Collection designed for Machine Learning

A Multisite, Report-Based, Centralized Infrastructure for Feedback and Monitoring of Radiology AI/ML Development and Clinical Deployment

Unsupervised MRI Reconstruction with Generative Adversarial Networks

Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy

Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy

Harmonization of diffusion MRI datasets with adaptive dictionary learning

Real-Time Cardiac Cine MRI with Residual Convolutional Recurrent Neural Network

Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences