医学 AI - arXivDaily 专题

2008.06780 2020-08-18 eess.IV cs.CV cs.LG stat.ML 82%

Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI

Francesco La Rosa, Erin S Beck, Ahmed Abdulkadir, Jean-Philippe Thiran, Daniel S Reich, Pascal Sati, Meritxell Bach Cuadra

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

Comments Accepted to MICCAI 2020

2008.06330 2020-08-17 eess.IV cs.CV cs.LG 82%

Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth

Eduardo Mortani Barbosa, Warren B. Gefter, Rochelle Yang, Florin C. Ghesu, Siqi Liu, Boris Mailhe, Awais Mansoor, Sasa Grbic, Sebastian Piat, Guillaume Chabin, Vishwanath R S., Abishek Balachandran, Sebastian Vogt, Valentin Ziebandt, Steffen Kappler, Dorin Comaniciu

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

2008.05753 2020-08-14 eess.IV cs.CV cs.LG stat.ML 82%

AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising

Jawook Gu, Jong Chul Ye

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

Comments 12 pages, 10 figures

2002.03401 2020-08-14 eess.IV cs.CV cs.LG cs.NE 82%

Medical Image Registration Using Deep Neural Networks: A Comprehensive Review

Hamid Reza Boveiri, Raouf Khayami, Reza Javidan, Ali Reza MehdiZadeh

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

Comments 45 Pages, 39 Figures, 10 Tables, 2 Appendixes

2008.04808 2020-08-12 eess.IV cs.CV cs.LG 82%

3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI

Jonathan Alush-Aben, Linor Ackerman-Schraier, Tomer Weiss, Sanketh Vedula, Ortal Senouf, Alex Bronstein

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

2003.13868 2020-08-10 eess.IV cs.CV cs.LG stat.ML 82%

Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images

Manohar Karki, Junghwan Cho, Seokhwan Ko

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

2007.12303 2020-08-10 eess.IV cs.CV cs.LG 82%

COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net

Narges Saeedizadeh, Shervin Minaee, Rahele Kafieh, Shakib Yazdani, Milan Sonka

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

2008.01973 2020-08-06 cs.CV cs.LG eess.IV 82%

MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans

Abdullah Tarek Farag, Ahmed Raafat Abd El-Wahab, Mahmoud Nada, Mohamed Yasser Abd El-Hakeem, Omar Sayed Mahmoud, Reem Khaled Rashwan, Ahmad El Sallab

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

2007.16133 2020-08-03 eess.IV cs.CV cs.LG 82%

Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network

Junxiong Yu, Chaoyu Chen, Xin Yang, Yi Wang, Dan Yan, Jianxing Zhang, Dong Ni

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

Comments Early Accepted by MICCAI 2020

2007.15897 2020-08-03 eess.IV cs.CV cs.LG 82%

A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification

Linchuan Xu, Jun Huang, Atsushi Nitanda, Ryo Asaoka, Kenji Yamanishi

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

1908.10508 2020-07-29 cs.LG cs.CV eess.IV stat.ML 82%

O-MedAL: Online Active Deep Learning for Medical Image Analysis

Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh

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

Comments Code: https://github.com/adgaudio/o-medal ; Accepted and published by Wiley Journal of Pattern Recognition and Knowledge Discovery ; Journal URL: https://doi.org/10.1002/widm.1353

Journal ref Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10.4 (2020): e1353

2007.08826 2020-07-20 eess.IV cs.CV cs.LG 82%

Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation

Xing Tao, Yuexiang Li, Wenhui Zhou, Kai Ma, Yefeng Zheng

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

Comments Accepted by MICCAI 2020

2004.10664 2020-07-17 eess.IV cs.CV cs.LG stat.ML 82%

A review: Deep learning for medical image segmentation using multi-modality fusion

Tongxue Zhou, Su Ruan, Stéphane Canu

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

Comments 26 pages, 8 figures

Journal ref Array, Volumes 3-4, September-December 2019, Article 100004

1907.12685 2020-07-10 physics.med-ph physics.bio-ph 82%

A time-dependent diffusion MRI signature of axon caliber variations and beading

Hong-Hsi Lee, Antonios Papaioannou, Sung-Lyoung Kim, Dmitry S. Novikov, Els Fieremans

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

2006.16777 2020-07-01 eess.IV cs.CV cs.LG 82%

Large-scale inference of liver fat with neural networks on UK Biobank body MRI

Taro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg

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

2006.15588 2020-06-30 eess.IV cs.CV cs.LG 82%

A lateral semicircular canal segmentation based geometric calibration for human temporal bone CT Image

Xiaoguang Li, Peng Fu, Hongxia Yin, ZhenChang Wang, Li Zhuo, Hui Zhang

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

2006.10552 2020-06-19 eess.IV cs.CV cs.LG 82%

XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports

Xingyi Yang, Nandiraju Gireesh, Eric Xing, Pengtao Xie

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

2006.05030 2020-06-11 eess.IV cs.CV cs.LG 82%

High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation

Mohammad Hamghalam, Baiying Lei, Tianfu Wang

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

Comments Will be published in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020)

2006.05018 2020-06-11 eess.IV cs.CV cs.LG 82%

Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set

Wei Wu, Yu Shi, Xukun Li, Yukun Zhou, Peng Du, Shuangzhi Lv, Tingbo Liang, Jifang Sheng

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

2003.04377 2020-06-05 eess.IV cs.CV cs.LG 82%

Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?

Olivier Vincent, Charley Gros, Joseph Paul Cohen, Julien Cohen-Adad

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

Comments Presented at OHBM 2020 (v2-3 : corrected typos)

2004.09788 2020-06-02 eess.IV cs.CV cs.LG stat.ML 82%

Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI

Jinyoung Kim, Remi Patriat, Jordan Kaplan, Oren Solomon, Noam Harel

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

Comments 56 pages (one column), 13 figures, 5 tables, supplementary materials, Accepted for publication in IEEE Access

2005.03832 2020-05-26 eess.IV cs.CV cs.LG 82%

Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images

Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen

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

2004.14133 2020-05-25 eess.IV cs.CV cs.LG 82%

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images

Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao

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

Comments To appear in IEEE TMI. The code is released in: https://github.com/DengPingFan/Inf-Net

2005.10687 2020-05-22 eess.IV cs.CV cs.LG 82%

Medical Image Generation using Generative Adversarial Networks

Nripendra Kumar Singh, Khalid Raza

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

Comments 19 pages, 3 figures, 5 tables

2005.10034 2020-05-21 eess.IV cs.CV cs.LG 82%

Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images

Yixing Huang, Alexander Preuhs, Michael Manhart, Guenter Lauritsch, Andreas Maier

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

Comments 10 pages, 9 figures

2005.09377 2020-05-20 eess.IV cs.CV cs.LG 82%

hidden markov random fields and cuckoo search method for medical image segmentation

EL-Hachemi Guerrout, Ramdane Mahiou, Dominique Michelucci, Boukabene Randa, Ouali Assia

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

Comments 5 pages, 2 figures, 8 tables

2005.04974 2020-05-12 eess.IV cs.CV cs.LG 82%

Deep Reinforcement Learning for Organ Localization in CT

Fernando Navarro, Anjany Sekuboyina, Diana Waldmannstetter, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze

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

Comments Accepted paper in MIDL 2020

Journal ref https://openreview.net/forum?id=0vDeD2UD0S&referrer=%5BAuthor%20Console%5D(%2Fgroup%3Fid%3DMIDL.io%2F2020%2FConference%2FAuthors%23your-submissions)

2005.04043 2020-05-11 eess.IV cs.CV cs.LG 82%

Hypergraph Learning for Identification of COVID-19 with CT Imaging

Donglin Di, Feng Shi, Fuhua Yan, Liming Xia, Zhanhao Mo, Zhongxiang Ding, Fei Shan, Shengrui Li, Ying Wei, Ying Shao, Miaofei Han, Yaozong Gao, He Sui, Yue Gao, Dinggang Shen

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

1910.06067 2020-04-28 eess.IV cs.CV cs.LG 82%

Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks

Puneesh Deora, Bhavya Vasudeva, Saumik Bhattacharya, Pyari Mohan Pradhan

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

Comments Accepted in IEEE CVPR Workshop on NTIRE 2020

2004.08790 2020-04-21 eess.IV cs.CV cs.LG 82%

UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation

Huimin Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Jian Wu

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

1. 医学影像 22645 篇

Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI

Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth

AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising

Medical Image Registration Using Deep Neural Networks: A Comprehensive Review

3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI

Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images

COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net

MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans

Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network

A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification

O-MedAL: Online Active Deep Learning for Medical Image Analysis

Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation

A review: Deep learning for medical image segmentation using multi-modality fusion

A time-dependent diffusion MRI signature of axon caliber variations and beading

Large-scale inference of liver fat with neural networks on UK Biobank body MRI

A lateral semicircular canal segmentation based geometric calibration for human temporal bone CT Image

XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports

High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation

Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set

Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?

Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI

Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images

Medical Image Generation using Generative Adversarial Networks

Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images

hidden markov random fields and cuckoo search method for medical image segmentation

Deep Reinforcement Learning for Organ Localization in CT

Hypergraph Learning for Identification of COVID-19 with CT Imaging

Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks

UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation