医学 AI - arXivDaily 专题

2008.00710 2020-08-04 cs.CV 83%

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li

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

2007.11349 2020-07-23 cs.CV 83%

Learning Directional Feature Maps for Cardiac MRI Segmentation

Feng Cheng, Cheng Chen, Yukang Wang, Heshui Shi, Yukun Cao, Dandan Tu, Changzheng Zhang, Yongchao Xu

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

Comments Accepted by MICCAI2020

2007.09979 2020-07-22 cs.CV 83%

Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications

Lijun Gong, Kai Ma, Yefeng Zheng

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

Comments MICCAI2020

2007.08897 2020-07-20 cs.CV 83%

Superpixel-Guided Label Softening for Medical Image Segmentation

Hang Li, Dong Wei, Shilei Cao, Kai Ma, Liansheng Wang, Yefeng Zheng

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

1912.07197 2020-07-09 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms

Seyed Amir Hossein Hosseini, Burhaneddin Yaman, Steen Moeller, Mingyi Hong, Mehmet Akçakaya

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

Journal ref IEEE Journal of Selected Topics in Signal Processing, 2020

2007.03480 2020-07-08 eess.IV cs.CV cs.LG eess.SP stat.ML 83%

Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN

Junghyun Lee, Jawook Gu, Jong Chul Ye

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

1910.09116 2020-07-03 eess.IV cs.CV cs.LG eess.SP physics.med-ph 83%

Self-Supervised Physics-Based Deep Learning MRI Reconstruction Without Fully-Sampled Data

Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Steen Moeller, Jutta Ellermann, Kâmil Uǧurbil, Mehmet Akçakaya

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

Comments 5 Pages, 5 Figures

Journal ref Proceedings of IEEE ISBI, 2020

2006.15320 2020-06-30 cs.CV 83%

Interactive Deep Refinement Network for Medical Image Segmentation

Titinunt Kitrungrotsakul, Iwamoto Yutaro, Lanfen Lin, Ruofeng Tong, Jingsong Li, Yen-Wei Chen

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

Comments 10 pages, 4 figures

2005.07377 2020-05-20 cs.CV 83%

Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng Ann Heng

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

Comments IEEE Transactions on Medical Imaging, 2020

2005.08713 2020-05-19 eess.IV 83%

Fast Compression Method for Medical Images on the Web

Bas Hulsken

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

Comments 10 pages, 7 figures, for reference source code see: https://www.openpathology.philips.com/isyntax

1903.00348 2020-05-12 cs.CV 83%

Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation

Xiaomeng Li, Lequan Yu, Hao Chen, Chi-Wing Fu, Lei Xing, Pheng-Ann Heng

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

Comments Accept at IEEE Transactions on Neural Networks and Learning Systems

2001.07434 2020-04-09 cs.CV 83%

An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images

Monika Grewal, Timo M. Deist, Jan Wiersma, Peter A. N. Bosman, Tanja Alderliesten

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

Comments SPIE Medical Imaging Conference - 2020

2003.13588 2020-03-31 eess.IV physics.med-ph 83%

Companding algorithm for the detection of malignant lesions in HDR CT mandibular images

Yuval Tamir, Hedva Spitzer, Noam Yarom, Yuval Barkan, Silvina Friedlander Barenboim, Alex Dobriyan

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

Comments 10 pages, 4 figures

2003.09108 2020-03-23 cs.CV 83%

FocalMix: Semi-Supervised Learning for 3D Medical Image Detection

Dong Wang, Yuan Zhang, Kexin Zhang, Liwei Wang

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

Comments Accepted by CVPR 2020

2003.06240 2020-03-16 eess.IV 83%

Robustness study of noisy annotation in deep learning based medical image segmentation

Shaode Yu, Erlei Zhang, Junjie Wu, Hang Yu, Zi Yang, Lin Ma, Mingli Chen, Xuejun Gu, Weiguo Lu

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

1911.08264 2020-02-11 eess.IV cs.NE 83%

Visualization approach to assess the robustness of neural networks for medical image classification

Elina Thibeau Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos

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

Journal ref SPIE Medical Imaging 2020, Feb 2020, Houston, United States

2001.10767 2020-01-30 physics.med-ph eess.IV 83%

Physics-informed brain MRI segmentation

Pedro Borges, Carole Sudre, Thomas Varsavsky, David Thomas, Ivana Drobnjak, Sebastien Ourselin, M. Jorge Cardoso

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

Comments Accepted at SASHIMI2019

1806.09074 2020-01-29 cs.CV 83%

CT-image Super Resolution Using 3D Convolutional Neural Network

Yukai Wang, Qizhi Teng, Xiaohai He, Junxi Feng, Tingrong Zhang

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

2001.09647 2020-01-28 eess.IV 83%

Basic Ensembles of Vanilla-Style Deep Learning Models Improve Liver Segmentation From CT Images

A. Emre Kavur, Ludmila I. Kuncheva, M. Alper Selver

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

Comments 10 pages, 2 figures, 11 tables

1810.12494 2019-12-18 cs.CV 83%

Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping

Yiming Lei, Yukun Tian, Hongming Shan, Junping Zhang, Ge Wang, Mannudeep Kalra

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

1912.02703 2019-12-06 cs.LG cs.CL stat.ML 83%

Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency

Xing Meng, Craig H. Ganoe, Ryan T. Sieberg, Yvonne Y. Cheung, Saeed Hassanpour

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

Comments Accepted in AMIA 2020 Informatics Summit

1808.01673 2019-12-04 cs.CV 83%

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI

Sulaiman Vesal, Nishant Ravikumar, Andreas Maier

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

Comments Accepted in SATCOM-MICCAI 2018 Workshop

Journal ref STACOM 2018 Proceedings

1810.06621 2019-11-26 cs.CV 83%

Adversarial Inpainting of Medical Image Modalities

Karim Armanious, Youssef Mecky, Sergios Gatidis, Bin Yang

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

Comments To be submitted to ICASSP 2019

1806.06397 2019-11-26 cs.CV 83%

MedGAN: Medical Image Translation using GANs

Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

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

Comments 16 pages, 8 figures

1904.01150 2019-11-26 cs.CV 83%

Thickened 2D Networks for Efficient 3D Medical Image Segmentation

Qihang Yu, Yingda Xia, Lingxi Xie, Elliot K. Fishman, Alan L. Yuille

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

1911.09264 2019-11-25 physics.med-ph eess.IV 83%

Air, bone and soft-tissue Segmentation on 3D brain MRI Using Semantic Classification Random Forest with Auto-Context Model

Xue Dong, Yang Lei, Sibo Tian, Yingzi Liu, Tonghe Wang, Tian Liu, Walter J. Curran, Hui Mao, Hui-Kuo Shu, Xiaofeng Yang

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

Comments 18 pages, 8 figures

1910.12024 2019-10-29 cs.LG cs.CV eess.IV eess.SP stat.ML 83%

SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction

Zhipeng Li, Siqi Ye, Yong Long, Saiprasad Ravishankar

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

Comments Accepted to International Conference on Computer Vision (ICCV) - Learning for Computational Imaging (LCI) Workshop, 2019

1910.06424 2019-10-16 eess.IV 83%

Integrating AI into Radiology workflow: Levels of research, production, and feedback maturity

Engin Dikici, Matthew Bigelow, Luciano M. Prevedello, Richard D. White, Barbaros Selnur Erdal

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

Comments 19 pages, 9 figures

1804.03596 2019-10-02 cs.CV 83%

A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction

Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley

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

Comments 13 pages, 16 figures, 3 tables

1904.03355 2019-09-24 cs.CV 83%

3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI

Chen Chen, Xiaopeng Liu, Meng Ding, Junfeng Zheng, Jiangyun Li

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

1. 医学影像 22645 篇

Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images

Learning Directional Feature Maps for Cardiac MRI Segmentation

Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications

Superpixel-Guided Label Softening for Medical Image Segmentation

Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms

Unsupervised CT Metal Artifact Learning using Attention-guided beta-CycleGAN

Self-Supervised Physics-Based Deep Learning MRI Reconstruction Without Fully-Sampled Data

Interactive Deep Refinement Network for Medical Image Segmentation

Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model

Fast Compression Method for Medical Images on the Web

Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation

An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images

Companding algorithm for the detection of malignant lesions in HDR CT mandibular images

FocalMix: Semi-Supervised Learning for 3D Medical Image Detection

Robustness study of noisy annotation in deep learning based medical image segmentation

Visualization approach to assess the robustness of neural networks for medical image classification

Physics-informed brain MRI segmentation

CT-image Super Resolution Using 3D Convolutional Neural Network

Basic Ensembles of Vanilla-Style Deep Learning Models Improve Liver Segmentation From CT Images

Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping

Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency

Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI

Adversarial Inpainting of Medical Image Modalities

MedGAN: Medical Image Translation using GANs

Thickened 2D Networks for Efficient 3D Medical Image Segmentation

Air, bone and soft-tissue Segmentation on 3D brain MRI Using Semantic Classification Random Forest with Auto-Context Model

SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction

Integrating AI into Radiology workflow: Levels of research, production, and feedback maturity

A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction

3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI