医学 AI - arXivDaily 专题

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

2004.05962 2020-04-20 cs.DC eess.IV 79%

Accelerating B-spline Interpolation on GPUs: Application to Medical Image Registration

Orestis Zachariadis, Andrea Teatini, Nitin Satpute, Juan Gómez-Luna, Onur Mutlu, Ole Jakob Elle, Joaquín Olivares

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

Comments Accepted in CMPB

Journal ref Comput. Methods Programs Biomed. 193 (2020) 105431

2004.07624 2020-04-17 cs.CV 79%

Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation

Yujia Zhou, Shumao Pang, Jun Cheng, Yuhang Sun, Yi Wu, Lei Zhao, Yaqin Liu, Zhentai Lu, Wei Yang, Qianjin Feng

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

2004.03302 2020-04-14 cs.CV 79%

Pyramid Focusing Network for mutation prediction and classification in CT images

Xukun Zhang, Wenxin Hu, Wen Wu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments The carelessness of writing the paper led to the incorrect experimental results shown in the paper.In addition, the experimental design shown in the paper is incomplete, and I need to revise it substantially before submitting it

2004.03882 2020-04-09 cs.CV 79%

CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images

Youyi Song, Zhen Yu, Teng Zhou, Jeremy Yuen-Chun Teoh, Baiying Lei, Kup-Sze Choi, Jing Qin

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 4 pages, 3 figures, and having been accepted by ISBI 2020

1911.03150 2020-04-08 math.NA cs.NA eess.IV 79%

Data Driven Tight Frame for Compressed Sensing MRI Reconstruction via Off-the-Grid Regularization

Jian-Feng Cai, Jae Kyu Choi, Ke Wei

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

1804.10484 2020-04-06 cs.CV 79%

Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images

Qian Yu, Yinghuan Shi, Jinquan Sun, Yang Gao, Yakang Dai, Jianbing Zhu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments This paper includes 15 pages and 16 figures

1912.12570 2020-03-31 cs.CV 79%

Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention

Zhihao Lei, Lin Qi, Ying Wei, Yunlong Zhou

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 5 pages,5 figures

1907.12353 2020-03-26 cs.CV 79%

Recursive Cascaded Networks for Unsupervised Medical Image Registration

Shengyu Zhao, Yue Dong, Eric I-Chao Chang, Yan Xu

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

Comments Accepted to ICCV 2019

Journal ref IEEE International Conference on Computer Vision (ICCV), 2019, pp. 10600-10610

2003.07072 2020-03-23 cs.CV 79%

LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation

Shuxin Wang, Shilei Cao, Dong Wei, Renzhen Wang, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

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

Comments Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020

1909.01672 2020-03-16 physics.med-ph eess.IV 79%

Compressed Sensing MRI With Variable Density Averaging (CS-VDA) Outperforms Full Sampling At Low SNR

Jasper Schoormans, Gustav J. Strijkers, Anders C. Hansen, Aart J. Nederveen, Bram F. Coolen

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

Comments 11 pages, 9 figures

Journal ref Physics in Medicine & Biology 65.4 (2020): 045004

1902.07430 2020-03-13 cs.CV 79%

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding

Muhammad Usman, Muhammad Umar Farooq, Siddique Latif, Muhammad Asim, Junaid Qadir

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments This paper has been published in Scientific Reports Journal

1909.07925 2020-03-06 eess.IV physics.ins-det physics.med-ph 79%

High-fidelity, accelerated whole-brain submillimeter in-vivo diffusion MRI using gSlider-Spherical Ridgelets (gSlider-SR)

Gabriel Ramos-Llordén, Lipeng Ning, Congyu Liao, Rinat Mukhometzianov, Oleg Michailovich, Kawin Setsompop, Yogesh Rathi

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

1906.08827 2020-03-02 physics.med-ph eess.IV 79%

Deformable Slice-to-Volume Registration for Motion Correction in Fetal Body MRI

Alena Uus, Tong Zhang, Laurence H. Jackson, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez

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

1910.08728 2020-02-27 cs.CV 79%

MixModule: Mixed CNN Kernel Module for Medical Image Segmentation

Henry H. Yu, Xue Feng, Hao Sun, Ziwen Wang

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

Comments 5 pages, 4 figures

2002.09317 2020-02-24 cs.CV 79%

3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution

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 6 pages, 5 figures, in the 28th European Symposium on Artificial Neural Networks

2002.09045 2020-02-24 cs.CV 79%

Brain Age Estimation Using LSTM on Children's Brain MRI

Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, P. Ellen Grant, Yangming Ou

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments ISBI 2020

2002.06788 2020-02-18 eess.IV physics.med-ph 79%

Visualization of fully connected layer weights in deep learning CT reconstruction

Qiyang Zhang, Dong Liang

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

1906.02849 2020-02-18 cs.CV 79%

Multi-scale self-guided attention for medical image segmentation

Ashish Sinha, Jose Dolz

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

2002.01981 2020-02-07 cs.CV cs.DC cs.PF 79%

Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images

Arie Agranonik, Maya Herman, Mark Last

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 14 pages, 12 figures

1909.13482 2020-02-07 physics.med-ph eess.IV 79%

Extreme MRI: Large-Scale Volumetric Dynamic Imaging from Continuous Non-Gated Acquisitions

Frank Ong, Xucheng Zhu, Joseph Y. Cheng, Kevin M. Johnson, Peder E. Z. Larson, Shreyas S. Vasanawala, Michael Lustig

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

Comments Accepted to Magnetic Resonance in Medicine

1. 医学影像 22694 篇

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

Accelerating B-spline Interpolation on GPUs: Application to Medical Image Registration

Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation

Pyramid Focusing Network for mutation prediction and classification in CT images

CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images

Data Driven Tight Frame for Compressed Sensing MRI Reconstruction via Off-the-Grid Regularization

Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images

Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention

Recursive Cascaded Networks for Unsupervised Medical Image Registration

LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation

Compressed Sensing MRI With Variable Density Averaging (CS-VDA) Outperforms Full Sampling At Low SNR

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding

High-fidelity, accelerated whole-brain submillimeter in-vivo diffusion MRI using gSlider-Spherical Ridgelets (gSlider-SR)

Deformable Slice-to-Volume Registration for Motion Correction in Fetal Body MRI

MixModule: Mixed CNN Kernel Module for Medical Image Segmentation

3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution

Brain Age Estimation Using LSTM on Children's Brain MRI

Visualization of fully connected layer weights in deep learning CT reconstruction

Multi-scale self-guided attention for medical image segmentation

Parallel 3DPIFCM Algorithm for Noisy Brain MRI Images

Extreme MRI: Large-Scale Volumetric Dynamic Imaging from Continuous Non-Gated Acquisitions