医学 AI - arXivDaily 专题

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

2005.09859 2020-05-21 physics.med-ph eess.IV 79%

A deep learning approach for virtual monochromatic spectral CT imaging with a standard single energy CT scanner

Wei Zhao, Tianling Lyu, Yang Chen, Lei Xing

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

Comments 8 pages, 5 figures, 2 tables

1910.10392 2020-05-19 physics.med-ph eess.IV 79%

MD-Recon-Net: A Parallel Dual-Domain Convolutional Neural Network for Compressed Sensing MRI

Maosong Ran, Wenjun Xia, Yongqiang Huang, Zexin Lu, Peng Bao, Yan Liu, Huaiqiang Sun, Jiliu Zhou, Yi Zhang

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

Comments Accepted by IEEE Transactions on Radiation and Plasma Medical Sciences

2005.05371 2020-05-13 cs.CV 79%

A Parallel Hybrid Technique for Multi-Noise Removal from Grayscale Medical Images

Nora Youssef, Abeer M. Mahmoud, El-Sayed M. El-Horbaty

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

Journal ref IOSR Journal of Computer Engineering (IOSR-JCE) e-ISSN: 2278-0661,p-ISSN: 2278-8727, Volume 18, Issue 5, Ver. V (Sep. - Oct. 2016), PP 121-128 www.iosrjournals.org

1911.05530 2020-05-12 cs.CV 79%

Multi-domain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting

Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina, Andrey Golanov, Alexandra Dalechina, Mikhail Belyaev

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2005.03472 2020-05-08 physics.med-ph eess.IV 79%

Fully-automatic CT data preparation for interventional X-ray skin dose simulation

Philipp Roser, Annette Birkhold, Alexander Preuhs, Bernhard Stimpel, Christopher Syben, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas Maier

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

Comments 6 pages, 4 figures, Bildverarbeitung für die Medizin 2020, code will be accessible soon (url)

2005.01612 2020-05-05 eess.IV 79%

Two Segmentation Methods for the Diagnosis of Malignant Melanoma

Seungmin Park, Hyunju Lee, Kiwoon Kwon

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

2005.00328 2020-05-04 cs.CV 79%

ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation

Pengyi Zhang, Yunxin Zhong, Xiaoqiong Li

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

2004.09239 2020-04-21 eess.IV 79%

Firefly-Algorithm Supported Scheme to Detect COVID-19 Lesion in Lung CT Scan Images using Shannon Entropy and Markov-Random-Field

Venkatesan Rajinikanth, Seifedine Kadry, Krishnan Palani Thanaraj, Krishnamurthy Kamalanand, Sanghyun Seo

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

Comments 12 pages

1912.09628 2020-04-21 cs.CV 79%

C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation

Qihang Yu, Dong Yang, Holger Roth, Yutong Bai, Yixiao Zhang, Alan L. Yuille, Daguang Xu

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

Comments CVPR 2020

2004.08270 2020-04-20 cs.CV 79%

Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans

Avik Hati, Matteo Bustreo, Diego Sona, Vittorio Murino, Alessio Del Bue

专题命中医学影像：CT(title,abstract)；分类 cs.CV

1. 医学影像 22719 篇

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

A deep learning approach for virtual monochromatic spectral CT imaging with a standard single energy CT scanner

MD-Recon-Net: A Parallel Dual-Domain Convolutional Neural Network for Compressed Sensing MRI

A Parallel Hybrid Technique for Multi-Noise Removal from Grayscale Medical Images

Multi-domain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting

Fully-automatic CT data preparation for interventional X-ray skin dose simulation

Two Segmentation Methods for the Diagnosis of Malignant Melanoma

ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation

Firefly-Algorithm Supported Scheme to Detect COVID-19 Lesion in Lung CT Scan Images using Shannon Entropy and Markov-Random-Field

C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation

Weakly Supervised Geodesic Segmentation of Egyptian Mummy CT Scans