医学 AI - arXivDaily 专题

2001.11993 2020-02-03 eess.IV physics.med-ph 79%

Iterative Motion Compensation reconstruction ultra-short TE(iMoCo UTE) for high resolution free breathing pulmonary MRI

Xucheng Zhu, Marilynn Chan, Michael Lustig, Kevin Johnson, Peder Larson

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

Journal ref Magnetic Resonance in Medicine, 83(4), 1208-1221 (2020)

2001.09174 2020-01-28 cs.CV 79%

Weakly Supervised Lesion Co-segmentation on CT Scans

Vatsal Agarwal, Youbao Tang, Jing Xiao, Ronald M. Summers

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2001.08590 2020-01-24 cs.CV 79%

Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation

Vatsal Agarwal, Youbao Tang, Jing Xiao, Ronald M. Summers

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1909.02256 2020-01-15 eess.IV stat.AP 79%

Scalable Double Regularization for 3D Nano-CT Reconstruction

Wei Tang, Meng Li

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

1810.10346 2020-01-08 cs.CV 79%

Block Matching Frame based Material Reconstruction for Spectral CT

Weiwen Wu, Qian Wang, Fenglin Liu, Yining Zhu, Hengyong Yu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments More details can refer to https://iopscience.iop.org/article/10.1088/1361-6560/ab51db/pdf

Journal ref Physics in Medicine & Biology,2019

2001.00094 2020-01-03 eess.SP 79%

A Statistical Framework for Optimizing and Evaluating MRI of T1 and T2 Relaxometry Approaches

Yang Liu, John R. Buck, Shaokuan Zheng

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

Comments 8 pages, 6 figures

1912.01135 2019-12-04 physics.med-ph eess.IV 79%

Multi-energy CT reconstruction using nonlocal total nuclear generalized variation

Cheng Kai, Jiang Min, Jianqiao Yu, Sun Yi

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

1911.12389 2019-12-02 physics.med-ph eess.IV 79%

Simultaneous Segmentation and Relaxometry for MRI through Multitask Learning

Peng Cao, Jing Liu, Shuyu Tang, Andrew Leynes, Janine M. Lupo, Duan Xu, Peder E. Z. Larson

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

Journal ref Med Phys. 2019 Oct; 46(10):4610-4621. PMID: 31396973

1911.10657 2019-11-26 cs.CV 79%

Reducing the Human Effort in Developing PET-CT Registration

Teaghan O'Briain, Kyong Hwan Jin, Hongyoon Choi, Erika Chin, Magdalena Bazalova-Carter, Kwang Moo Yi

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1911.08777 2019-11-26 cs.CV 79%

Hierarchical Attention Networks for Medical Image Segmentation

Fei Ding, Gang Yang, Jinlu Liu, Jun Wu, Dayong Ding, Jie Xv, Gangwei Cheng, Xirong Li

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

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

1. 医学影像 22694 篇

Iterative Motion Compensation reconstruction ultra-short TE(iMoCo UTE) for high resolution free breathing pulmonary MRI

Weakly Supervised Lesion Co-segmentation on CT Scans

Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation

Scalable Double Regularization for 3D Nano-CT Reconstruction

Block Matching Frame based Material Reconstruction for Spectral CT

A Statistical Framework for Optimizing and Evaluating MRI of T1 and T2 Relaxometry Approaches

Multi-energy CT reconstruction using nonlocal total nuclear generalized variation

Simultaneous Segmentation and Relaxometry for MRI through Multitask Learning

Reducing the Human Effort in Developing PET-CT Registration

Hierarchical Attention Networks for Medical Image Segmentation

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