医学 AI - arXivDaily 专题

2008.07090 2020-08-18 cs.CV 79%

Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI

Carlo Russo, Sidong Liu, Antonio Di Ieva

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 26 pages, 5 figures. Submitted to Computer Methods and Programs in Biomedicine

2008.05657 2020-08-14 cs.CV 79%

Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images

Jie Song, Liang Xiao, Mohsen Molaei, Zhichao Lian

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

Comments Submitted to IEEE Transactions on Image Processing

2006.13461 2020-08-10 cs.CV 79%

ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation

Xinyue Huo, Lingxi Xie, Jianzhong He, Zijie Yang, Qi Tian

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

1909.06337 2020-08-10 cs.CV 79%

MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks

Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou, Guang Yang, Nigel Allinson, Xujiong Ye

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Published in the pre-conference proceeding of "2017 International MICCAI BraTS Challenge"

Journal ref In Proceeding of 2017 International MICCAI BraTS Challenge, pp. 279-283 (2017)

2008.02091 2020-08-06 physics.med-ph eess.IV 79%

Quality assessment of MEG-to-MRI coregistrations

Hermann Sonntag, Jens Haueisen, Burkhard Maess

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

Comments 26 pages, 5 figures

Journal ref Phys. Med. Biol. Volume 63 (2018) Number 7 075003; Erratum: Phys. Med. Biol. Volume 63 (2018) Number 10 109601

2008.00889 2020-08-04 eess.AS cs.SD eess.IV 79%

Speaker dependent articulatory-to-acoustic mapping using real-time MRI of the vocal tract

Tamás Gábor Csapó

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

Comments 5 pages, accepted for publication at Interspeech 2020

2008.00406 2020-08-04 eess.IV physics.med-ph 79%

MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction

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

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

Comments 17 pages, 17 figures. Submitted for possible publication

2007.09464 2020-07-21 cs.CV cs.IR 79%

A Bag of Visual Words Model for Medical Image Retrieval

Sowmya Kamath S, Karthik K

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

Comments In the proceedings of the 7th International Engineering Symposium (IES 2018), Kumamoto University, Kumamoto, Japan, Mar 7-9, 2018

1912.02483 2020-07-15 eess.IV 79%

ROI-Wise Material Decomposition in Spectral Photon-Counting CT

Bingqing Xie, Pei Niu, Ting Su, Valérie Kaftandjian, Loic Boussel, Philippe Douek Feng Yang, Philippe Duvauchelle, Yuemin Zhu

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

2007.06371 2020-07-14 cs.CV 79%

Learning and Exploiting Interclass Visual Correlations for Medical Image Classification

Dong Wei, Shilei Cao, Kai Ma, Yefeng Zheng

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

2007.03538 2020-07-08 cs.CV 79%

Meta Corrupted Pixels Mining for Medical Image Segmentation

Jixin Wang, Sanping Zhou, Chaowei Fang, Le Wang, Jinjun Wang

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

Comments Accepted By MICCAI2020

2007.02937 2020-07-08 physics.med-ph eess.IV 79%

Spatiotemporal Flexible Sparse Reconstruction for Rapid Dynamic Contrast-enhanced MRI

Yuhan Hu, Xinlin Zhang, Li Feng, Dicheng Chen, Zhiping Yan, Xiaoyong Shen, Gen Yan, Lin Ou-yang, Xiaobo Qu

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

2007.02035 2020-07-07 cs.CV 79%

Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains

Quande Liu, Qi Dou, Pheng-Ann Heng

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Early accepted by MICCAI 2020; code and dataset are available at https://github.com/liuquande/SAML

1901.05773 2020-07-01 cs.CV physics.med-ph 79%

Visual enhancement of Cone-beam CT by use of CycleGAN

S. Kida, S. Kaji, K. Nawa, T. Imae, T. Nakamoto, S. Ozaki, T. Ohta, Y. Nozawa, K. Nakagawa

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1806.08981 2020-07-01 cs.CV 79%

Extracting Tree-structures in CT data by Tracking Multiple Statistically Ranked Hypotheses

Raghavendra Selvan, Jens Petersen, Jesper H Pedersen, Marleen de Bruijne

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted for publication at the International Journal of Medical Physics and Practice

2003.06451 2020-06-30 cs.CV 79%

The GraphNet Zoo: An All-in-One Graph Based Deep Semi-Supervised Framework for Medical Image Classification

Marianne de Vriendt, Philip Sellars, Angelica I Aviles-Rivero

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

2005.10992 2020-06-29 cs.CV 79%

A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans

Nhan T. Nguyen, Dat Q. Tran, Nghia T. Nguyen, Ha Q. Nguyen

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2006.05841 2020-06-23 physics.med-ph eess.IV 79%

X-ray Monochromatic Imaging from Single-spectrum CT via Machine Learning

Wenxiang Cong, Bruno De Man, Ge Wang

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

1910.05372 2020-06-22 physics.med-ph cs.CE eess.IV 79%

Generalized Richardson-Lucy (GRL) for analyzing multi-shell diffusion MRI data

Fenghua Guo, Alexander Leemans, Max A. Viergever, Flavio Dell'Acqua, Alberto De Luca

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

Journal ref Neuroimage Volume 218, September 2020, 116948

1711.04247 2020-06-18 cs.CV 79%

Robust registration of medical images in the presence of spatially-varying noise

Reza Abbasi-Asl, Aboozar Ghaffari, Emad Fatemizadeh

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

2006.05847 2020-06-11 cs.CV 79%

Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation

Dong Yang, Holger Roth, Ziyue Xu, Fausto Milletari, Ling Zhang, Daguang Xu

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

Comments 9 pages, 1 figures

Journal ref Published at MICCAI 2019

1812.00518 2020-06-09 cs.CV 79%

Elastic Boundary Projection for 3D Medical Image Segmentation

Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille

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

Comments Accepted to CVPR 2019

2001.07178 2020-06-03 physics.med-ph eess.IV 79%

Evaluating the Performance of Ultra-Low-Field MRI for In-vivo 3D Current Density Imaging of the Human Head

Peter Hömmen, Antti J. Mäkinen, Alexander Hunold, René Machts, Jens Haueisen, Koos C. J. Zevenhoven, Risto J. Ilmoniemi, Rainer Körber

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

Comments 18 pages, 8 figures. This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 686865

2006.00149 2020-06-02 physics.med-ph eess.IV 79%

Dual-energy CT imaging from single-energy CT data with material decomposition convolutional neural network

Tianling Lyu, Zhan Wu, Yikun Zhang, Yang Chen, Lei Xing, Wei Zhao

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

Comments 10 pages, 10 figures, 5 tables. Submitted

2001.09427 2020-06-02 eess.IV 79%

Deblurring for Spiral Real-Time MRI Using Convolutional Neural Networks

Yongwan Lim, Shrikanth S Narayanan, Krishna S Nayak

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

Comments Presented at International Conference on Medical Imaging with Deep Learning (MIDL 2020) (A short conference paper of the full journal paper in the earlier submission version)

2005.13987 2020-05-29 eess.IV 79%

A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results

Irene Brusini, Daniel Ferreira Padilla, José Barroso, Ingmar Skoog, Örjan Smedby, Eric Westman, Chunliang Wang

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

Comments 5 pages, 2 figures, to be included into the arXiv compendium of the conference MIDL 2020

2005.12908 2020-05-28 physics.med-ph eess.IV 79%

Learning-Based Synthetic Dual Energy CT Imaging from Single Energy CT for Stopping Power Ratio Calculation in Proton Radiation Therapy

Serdar Charyyev, Tonghe Wang, Yang Lei, Beth Ghavidel, Jonathan J. Beitler, Mark McDonald, Walter J. Curran, Tian Liu, Jun Zhou, Xiaofeng Yang

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

Comments arXiv admin note: text overlap with arXiv:2003.09058

2005.11852 2020-05-28 eess.IV physics.med-ph 79%

Low-dose CT Enhancement Network with a Perceptual Loss Function in the Spatial Frequency and Image Domains

Kevin J. Chung, Roberto Souza, Richard Frayne, Ting-Yim Lee

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

2005.11965 2020-05-26 eess.IV 79%

Automated MRI based pipeline for glioma segmentation and prediction of grade, IDH mutation and 1p19q co-deletion

Milan Decuyper, Stijn Bonte, Karel Deblaere, Roel Van Holen

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

Comments Presented at the International Conference on Medical Imaging with Deep Learning, MIDL 2020

2005.09871 2020-05-21 eess.IV stat.ML 79%

Local semi-supervised approach to brain tissue classification in child brain MRI

Nataliya Portman, Paule-J Toussaint, Alan C. Evans

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

Comments This manuscript was written by Nataliya Portman in the end of her postdoctoral tenure in 2014 and reviewed and edited by Paul-J Toussaint. 31 pages including Appendix, 14 figures. arXiv admin note: text overlap with arXiv:2005.03261

1. 医学影像 22694 篇

Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI

Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images

ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation

MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks

Quality assessment of MEG-to-MRI coregistrations

Speaker dependent articulatory-to-acoustic mapping using real-time MRI of the vocal tract

MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction

A Bag of Visual Words Model for Medical Image Retrieval

ROI-Wise Material Decomposition in Spectral Photon-Counting CT

Learning and Exploiting Interclass Visual Correlations for Medical Image Classification

Meta Corrupted Pixels Mining for Medical Image Segmentation

Spatiotemporal Flexible Sparse Reconstruction for Rapid Dynamic Contrast-enhanced MRI

Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains

Visual enhancement of Cone-beam CT by use of CycleGAN

Extracting Tree-structures in CT data by Tracking Multiple Statistically Ranked Hypotheses

The GraphNet Zoo: An All-in-One Graph Based Deep Semi-Supervised Framework for Medical Image Classification

A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans

X-ray Monochromatic Imaging from Single-spectrum CT via Machine Learning

Generalized Richardson-Lucy (GRL) for analyzing multi-shell diffusion MRI data

Robust registration of medical images in the presence of spatially-varying noise

Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation

Elastic Boundary Projection for 3D Medical Image Segmentation

Evaluating the Performance of Ultra-Low-Field MRI for In-vivo 3D Current Density Imaging of the Human Head

Dual-energy CT imaging from single-energy CT data with material decomposition convolutional neural network

Deblurring for Spiral Real-Time MRI Using Convolutional Neural Networks

A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results

Learning-Based Synthetic Dual Energy CT Imaging from Single Energy CT for Stopping Power Ratio Calculation in Proton Radiation Therapy

Low-dose CT Enhancement Network with a Perceptual Loss Function in the Spatial Frequency and Image Domains

Automated MRI based pipeline for glioma segmentation and prediction of grade, IDH mutation and 1p19q co-deletion

Local semi-supervised approach to brain tissue classification in child brain MRI