医学 AI - arXivDaily 专题

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

2010.07829 2020-10-16 physics.med-ph eess.IV 79%

Combining Spectral CT Acquisition Methods for High-Sensitivity Material Decomposition

Matthew Tivnan, Wenying Wang, Grace Gang, Eleni Liapi, Peter Noel, J. Webster Stayman

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

2010.07823 2020-10-16 physics.med-ph eess.IV 79%

Optimized Spatial-Spectral CT for Multi-Material Decomposition

Matthew Tivnan, Wenying Wang, Steven Tilley, Jeffrey H. Siewerdsen, J. Webster Stayman

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

2010.07483 2020-10-16 physics.med-ph eess.IV 79%

Design of Spatial-Spectral Filters for CT Material Decomposition

Matthew Tivnan, Wenying Wang, Grace Gang, J. Webster Stayman

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

2010.02256 2020-10-13 cs.CL cs.LG 79%

An Ensemble Approach for Automatic Structuring of Radiology Reports

Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris

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

Comments Accepted by the 3rd Clinical NLP Workshop at EMNLP 2020

2009.05267 2020-10-13 cs.CV 79%

PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans

Weihua Liu, Xiabi Liua, Xiongbiao Luo, Murong Wang, Guanghui Han, Xinming Zhao, Zheng Zhu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2005.08661 2020-10-13 eess.IV math.OC 79%

Efficient Regularized Field Map Estimation in 3D MRI

Claire Yilin Lin, Jeffrey A. Fessler

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

1909.04442 2020-10-09 physics.med-ph eess.IV 79%

Compressed Sensing with Signal Averaging for Improved Sensitivity and Motion Artifact Reduction in Fluorine-19 MRI

Emeline Darçot, Jérôme Yerly, Tom Hilbert, Roberto Colotti, Elena Najdenovska, Tobias Kober, Matthias Stuber, Ruud B. van Heeswijk

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

Journal ref NMR Biomed (2019), e4418

2010.00003 2020-10-02 physics.med-ph cs.AI eess.IV 79%

Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images

Edgar A. Rios Piedra, Morteza Mardani, Frank Ong, Ukash Nakarmi, Joseph Y. Cheng, Shreyas Vasanawala

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

2009.13798 2020-10-01 eess.IV cs.AI 79%

Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks

Naoto Masuzawa, Yoshiro Kitamura, Keigo Nakamura, Satoshi Iizuka, Edgar Simo-Serra

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

2009.11988 2020-09-28 cs.CV 79%

Going to Extremes: Weakly Supervised Medical Image Segmentation

Holger R Roth, Dong Yang, Ziyue Xu, Xiaosong Wang, Daguang Xu

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

Comments 13 pages, 6 figures, 1 table

1905.04176 2020-09-25 eess.IV 79%

Training a Neural Network for Gibbs and Noise Removal in Diffusion MRI

Matthew J. Muckley, Benjamin Ades-Aron, Antonios Papaioannou, Gregory Lemberskiy, Eddy Solomon, Yvonne W. Lui, Daniel K. Sodickson, Els Fieremans, Dmitry S. Novikov, Florian Knoll

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

Comments Pre-print prior to submission to Magnetic Resonance in Medicine

2003.08652 2020-09-22 physics.med-ph eess.IV 79%

Temporal Huber regularization for DCE-MRI

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

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

Comments 22 pages, 9 figures

2009.06600 2020-09-15 physics.med-ph eess.IV 79%

SNR-enhanced diffusion MRI with structure-preserving low-rank denoising in reproducing kernel Hilbert spaces

Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Congyu Liao, Carl-Fredrik Westin, Kawin Setsompop, Yogesh Rathi

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

2009.06275 2020-09-15 eess.IV 79%

Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labels

Kelly Payette, Raimund Kottke, Andras Jakab

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

Comments Accepted for publication at PIPPI MICCAI 2020

1911.01234 2020-09-08 eess.SP cs.IT cs.NA math.IT math.NA 79%

An Approximate Message Passing Algorithm for Rapid Parameter-Free Compressed Sensing MRI

Charles Millard, Aaron T Hess, Boris Mailhé, Jared Tanner

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

Comments 5 pages, 5 figures, IEEE International Conference on Image Processing (ICIP) 2020

2008.13718 2020-09-01 eess.IV 79%

Left atrial ejection fraction estimation using SEGANet for fully automated segmentation of CINE MRI

Ana Lourenço, Eric Kerfoot, Connor Dibblin, Ebraham Alskaf, Mustafa Anjari, Anil A Bharath, Andrew P King, Henry Chubb, Teresa M Correia, Marta Varela

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

Comments Accepted at STACOM 2020, a MICCAI workshop

2008.13160 2020-09-01 cs.CL cs.LG cs.SI 79%

QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions

Rabab Alkhalifa, Theodore Yoong, Elena Kochkina, Arkaitz Zubiaga, Maria Liakata

专题命中医学影像：CT(title,abstract)；分类 cs.LG

2008.09884 2020-08-25 cs.CV 79%

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment

Geeticka Chauhan, Ruizhi Liao, William Wells, Jacob Andreas, Xin Wang, Seth Berkowitz, Steven Horng, Peter Szolovits, Polina Golland

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

Comments The two first authors contributed equally. To be published in the proceedings of MICCAI 2020

2008.09860 2020-08-25 cs.CV 79%

Emergent symbolic language based deep medical image classification

Aritra Chowdhury, Alberto Santamaria-Pang, James R. Kubricht, Peter Tu

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

2008.08331 2020-08-20 physics.med-ph eess.IV 79%

DIRECT-Net: a unified mutual-domain material decomposition network for quantitative dual-energy CT imaging

Ting Su, Xindong Sun, Yikun Zhang, Haodi Wu, Jianwei Chen, Jiecheng Yang, Yang Chen, Hairong Zheng, Dong Liang, Yongshuai Ge

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

1. 医学影像 22694 篇

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

Combining Spectral CT Acquisition Methods for High-Sensitivity Material Decomposition

Optimized Spatial-Spectral CT for Multi-Material Decomposition

Design of Spatial-Spectral Filters for CT Material Decomposition

An Ensemble Approach for Automatic Structuring of Radiology Reports

PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans

Efficient Regularized Field Map Estimation in 3D MRI

Compressed Sensing with Signal Averaging for Improved Sensitivity and Motion Artifact Reduction in Fluorine-19 MRI

Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images

Automatic Segmentation, Localization, and Identification of Vertebrae in 3D CT Images Using Cascaded Convolutional Neural Networks

Going to Extremes: Weakly Supervised Medical Image Segmentation

Training a Neural Network for Gibbs and Noise Removal in Diffusion MRI

Temporal Huber regularization for DCE-MRI

SNR-enhanced diffusion MRI with structure-preserving low-rank denoising in reproducing kernel Hilbert spaces

Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labels

An Approximate Message Passing Algorithm for Rapid Parameter-Free Compressed Sensing MRI

Left atrial ejection fraction estimation using SEGANet for fully automated segmentation of CINE MRI

QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions

Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment

Emergent symbolic language based deep medical image classification

DIRECT-Net: a unified mutual-domain material decomposition network for quantitative dual-energy CT imaging