医学 AI - arXivDaily 专题

1911.10145 2019-11-25 physics.med-ph eess.IV 79%

Machine-learning-based Classification of Lower-grade gliomas and High-grade gliomas using Radiomic Features in Multi-parametric MRI

Ge Cui, Jiwoong Jeong, Bob Press, Yang Lei, Hui-Kuo Shu, Tian Liu, Walter Curran, Hui Mao, Xiaofeng Yang

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

Comments 14 pages, 5 figures

1911.09278 2019-11-22 eess.IV 79%

Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium

Venkatesh Sridhar, Xiao Wang, Gregery T. Buzzard, Charles A. Bouman

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

1911.08531 2019-11-21 stat.AP eess.IV stat.ME 79%

A Framework for Challenge Design: Insight and Deployment Challenges to Address Medical Image Analysis Problems

Adriënne M. Mendrik, Stephen R. Aylward

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

1911.04798 2019-11-19 eess.IV cs.NA math.NA 79%

MRI denoising using Deep Learning and Non-local averaging

Jose V. Manjon, Pierrick Coupe

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

1911.06542 2019-11-18 eess.IV 79%

Longitudinal analysis of fetal MRI in patients with prenatal spina bifida repair

Kelly Payette, Ueli Moehrlen, Luca Mazzone, Nicole Ochsenbein-Koelble, Ruth Tuura, Raimund Kottke, Martin Meuli, Andras Jakab

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

Comments Pre-print version, published in MICCAI PIPPI 2019

1911.06278 2019-11-15 cs.CV 79%

Harnessing spatial MRI normalization: patch individual filter layers for CNNs

Fabian Eitel, Jan Philipp Albrecht, Friedemann Paul, Kerstin Ritter

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Journal ref Medical Imaging meets NeurIPS (MED-NeurIPS) 2019

1911.05650 2019-11-14 cs.CV 79%

Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection

Samuel W. Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1908.11203 2019-11-14 physics.med-ph eess.SP 79%

Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the substrate complexity and parameter choice on the reproducibility of results

Jonathan Rafael-Patino, David Romascano, Alonso Ramirez-Manzanares, Erick Jorge Canales-Rodríguez, Gabriel Girard, Jean-Philippe Thiran

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

1911.02492 2019-11-07 eess.IV 79%

Dynamic MRI using deep manifold self-learning

Abdul Haseeb Ahmed, Hemant Aggarwal, Prashant Nagpal, Mathews Jacob

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

1904.02082 2019-11-06 cs.CV 79%

FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI

Santiago Estrada, Ran Lu, Sailesh Conjeti, Ximena Orozco-Ruiz, Joana Panos-Willuhn, Monique M. B Breteler, Martin Reuter

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Submitted to Magnetic Resonance in Medicine

1910.10276 2019-10-29 physics.med-ph astro-ph.IM eess.IV 79%

HEALPix View-order for 3D Radial Self-Navigated Motion-Corrected ZTE MRI

Curtis A. Corum, Stanley J. Kruger, Vincent A. Magnotta

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

Comments 4 pages, 6 figures, 2 tables, submitted to ISBI 2020, corrected

1907.02413 2019-10-23 cs.CV 79%

Multi-Instance Multi-Scale CNN for Medical Image Classification

Shaohua Li, Yong Liu, Xiuchao Sui, Cheng Chen, Gabriel Tjio, Daniel Shu Wei Ting, Rick Siow Mong Goh

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

Comments Accepted by MICCAI 2019

1812.10033 2019-10-23 cs.CV 79%

MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma

Huai Chen, Yuxiao Qi, Yong Yin, Tengxiang Li, Xiaoqing Liu, Xiuli Li, Guanzhong Gong, Lisheng Wang

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 34 pages, 12 figures

1812.08115 2019-10-23 cs.CV 79%

MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRI

Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Journal ref IEEE Transactions on Medical Imaging, 2019

1910.07328 2019-10-18 cs.CV 79%

Segmentation Criteria in the Problem of Porosity Determination based on CT Scans

V. Kokhan, M. Grigoriev, A. Buzmakov, V. Uvarov, A. Ingacheva, E. Shvets, M. Chukalina

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments ICMV 2019, 8 pages, 5 figures

1910.05259 2019-10-18 eess.IV 79%

Improved Material Decomposition with a Two-step Regularization for spectral CT

Weiwen Wu, Peijun Chen, Vince Vardhanabhuti, Weifei Wu, Hengyong Yu

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

1910.06940 2019-10-16 physics.med-ph eess.IV 79%

A Model-based Deep Learning Reconstruction for X-ray CT

Kaichao Liang, Li Zhang, Yirong Yang, HongKai Yang, Yuxiang Xing

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

Comments 9 pages, 3 figures, conference

1910.06565 2019-10-16 eess.IV 79%

To Recurse or not to Recurse,a Low Dose CT Study

Shabab Bazrafkan, Vincent Van Nieuwenhove, Jan Sijbers

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

Comments Sections II.A to II.D is taken from sections II.A to II.D of arXiv:1904.03908 which is an unpublished article from the same authors

1910.00673 2019-10-03 cs.CL cs.CV 79%

Learning to estimate label uncertainty for automatic radiology report parsing

Tobi Olatunji, Li Yao

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

Comments Med-NeurIPS-2019 (accepted)

1909.13166 2019-10-01 physics.med-ph eess.IV 79%

Motion-corrected and high-resolution anatomically-assisted (MOCHA) reconstruction of arterial spin labelling MRI

Abolfazl Mehranian, Colm J. McGinnity, Radhouene Neji, Claudia Prieto, Alexander Hammers, Enrico De Vita, Andrew J. Reader

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

Comments Original paper

1807.05595 2019-09-20 math.OC cs.LG 79%

Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI

Evan Schwab, Benjamin D. Haeffele, René Vidal, Nicolas Charon

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

1909.07454 2019-09-18 cs.CV physics.med-ph 79%

Reproducibility of an airway tapering measurement in CT with application to bronchiectasis

Kin Quan, Ryutaro Tanno, Rebecca J. Shipley, Jeremy S. Brown, Joseph Jacob, John R. Hurst, David J. Hawkes

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 55 pages, 18 figures, The manuscript was originally published in Journal of Medical Imaging

Journal ref J. Med. Imag. 6(3), 034003 (2019)

1711.00905 2019-09-17 stat.ML cs.LG physics.med-ph 79%

Sparse-View X-Ray CT Reconstruction Using $\ell_1$ Prior with Learned Transform

Xuehang Zheng, Il Yong Chun, Zhipeng Li, Yong Long, Jeffrey A. Fessler

专题命中医学影像：CT(title,abstract)；分类 cs.LG

Comments The first two authors contributed equally to this work

1908.00983 2019-09-13 eess.IV physics.med-ph 79%

Highly efficient MRI through multi-shot echo planar imaging

Congyu Liao, Xiaozhi Cao, Jaejin Cho, Zijing Zhang, Kawin Setsompop, Berkin Bilgic

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

Comments 13 pages, 10 figures

Journal ref Proceedings Volume 11138, Wavelets and Sparsity XVIII; 1113818 (2019)

1810.03422 2019-09-10 cs.CV 79%

MRI Super-Resolution using Multi-Channel Total Variation

Mikael Brudfors, Yael Balbastre, Parashkev Nachev, John Ashburner

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Journal ref MIUA 2018. Communications in Computer and Information Science, vol 894

1810.01621 2019-09-10 cs.CV 79%

Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?

Bilwaj Gaonkar, Matthew Edwards, Alex Bui, Matthew Brown, Luke Macyszyn

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

1902.09159 2019-09-05 cs.CV cs.HC 79%

A Survey of Crowdsourcing in Medical Image Analysis

Silas Ørting, Andrew Doyle, Arno van Hilten, Matthias Hirth, Oana Inel, Christopher R. Madan, Panagiotis Mavridis, Helen Spiers, Veronika Cheplygina

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

Comments Submitted to Human Computation

1807.03119 2019-09-04 cs.CV 79%

Real-time Local Noise Filter in 3D Visualization of CT Data

N. Tan Jerome, Z. Ateyev, S. Schmelzle, S. Chilingaryan, A. Kopmann

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 5 pages, 5 figures, 21st IEEE Real Time Conference

1809.05231 2019-09-04 cs.CV 79%

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

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

Comments Accepted to IEEE TMI ( (c) IEEE). This manuscript expands the CVPR 2018 paper (arXiv:1802.02604) by introducing an auxiliary model that uses segmentation maps during training, an amortized optimization analysis, and extensive model analysis. Code available at http://voxelmorph.csail.mit.edu

1904.05956 2019-08-28 cs.CV 79%

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection

Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Submitted to IEEE TMI

1. 医学影像 22719 篇

Machine-learning-based Classification of Lower-grade gliomas and High-grade gliomas using Radiomic Features in Multi-parametric MRI

Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium

A Framework for Challenge Design: Insight and Deployment Challenges to Address Medical Image Analysis Problems

MRI denoising using Deep Learning and Non-local averaging

Longitudinal analysis of fetal MRI in patients with prenatal spina bifida repair

Harnessing spatial MRI normalization: patch individual filter layers for CNNs

Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection

Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the substrate complexity and parameter choice on the reproducibility of results

Dynamic MRI using deep manifold self-learning

FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI

HEALPix View-order for 3D Radial Self-Navigated Motion-Corrected ZTE MRI

Multi-Instance Multi-Scale CNN for Medical Image Classification

MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma

MoDL-MUSSELS: Model-Based Deep Learning for Multi-Shot Sensitivity Encoded Diffusion MRI

Segmentation Criteria in the Problem of Porosity Determination based on CT Scans

Improved Material Decomposition with a Two-step Regularization for spectral CT

A Model-based Deep Learning Reconstruction for X-ray CT

To Recurse or not to Recurse,a Low Dose CT Study

Learning to estimate label uncertainty for automatic radiology report parsing

Motion-corrected and high-resolution anatomically-assisted (MOCHA) reconstruction of arterial spin labelling MRI

Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI

Reproducibility of an airway tapering measurement in CT with application to bronchiectasis

Sparse-View X-Ray CT Reconstruction Using $\ell_1$ Prior with Learned Transform

Highly efficient MRI through multi-shot echo planar imaging

MRI Super-Resolution using Multi-Channel Total Variation

Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?

A Survey of Crowdsourcing in Medical Image Analysis

Real-time Local Noise Filter in 3D Visualization of CT Data

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection