医学 AI - arXivDaily 专题

2004.07035 2020-04-16 eess.IV cs.CV physics.med-ph 84%

4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics

Edward Ferdian, Avan Suinesiaputra, David Dubowitz, Debbie Zhao, Alan Wang, Brett Cowan, Alistair Young

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

Comments accepted to Frontiers in Cardiovascular Medicine

2001.03799 2020-04-09 eess.IV cs.CV 84%

DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior

Bo Zhou, S. Kevin Zhou

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

Comments CVPR2020

1912.12838 2020-04-08 eess.IV cs.CV 84%

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database

Tong Zheng, Hirohisa Oda, Takayasu Moriya, Shota Nakamura, Masahiro Oda, Masaki Mori, Horitsugu Takabatake, Hiroshi Natori, Kensaku Mori

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

Comments 6 pages, 2 figures

2004.01388 2020-04-06 physics.med-ph cs.LG eess.IV 84%

Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm

Chenjie Zhou MD, Jianhua Ma Ph. D, Xiaoping Xu MD, Lei Feng MD, Adilijiang Yimamu MD, Xianlong Wang MD, Zhiming Li MD, Jianhua Mo MS, Chengyan Huang MS, Dexia Kong MS, Yi Gao MD, Shulong Li Ph. D

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

Comments 14 pages, 4 figures, 5 tables

2003.07977 2020-03-31 eess.IV cs.LG stat.ML 84%

Assessing Robustness to Noise: Low-Cost Head CT Triage

Sarah M. Hooper, Jared A. Dunnmon, Matthew P. Lungren, Sanjiv Sam Gambhir, Christopher Ré, Adam S. Wang, Bhavik N. Patel

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

Comments AI for Affordable Healthcare Workshop at ICLR 2020. First two authors have equal contribution; last two authors have equal contribution. Revision made to manuscript header according to workshop guidelines on 3/28/20

2001.07645 2020-03-17 eess.IV cs.CV 84%

SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation

Jesse Sun, Fatemeh Darbehani, Mark Zaidi, Bo Wang

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

2001.10830 2020-01-30 eess.IV cs.LG stat.ML 84%

Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

Sayantan Bhadra, Weimin Zhou, Mark A. Anastasio

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

Comments SPIE Medical Imaging 2020

2001.01100 2020-01-07 eess.IV cs.CV 84%

COPD Classification in CT Images Using a 3D Convolutional Neural Network

Jalil Ahmed, Sulaiman Vesal, Felix Durlak, Rainer Kaergel, Nishant Ravikumar, Martine Remy-Jardin, Andreas Maier

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

2001.00035 2020-01-03 eess.IV cs.CV 84%

Non-rigid Registration Method between 3D CT Liver Data and 2D Ultrasonic Images based on Demons Model

Shuo Huang, Ke wu, Xiaolin Meng, Cheng Li

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

1912.09847 2019-12-23 eess.IV cs.CV 84%

Transfer Learning with Edge Attention for Prostate MRI Segmentation

Xiangxiang Qin

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

1912.08775 2019-12-19 eess.IV cs.CV 84%

MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation

Darvin Yi, Endre Grøvik, Michael Iv, Elizabeth Tong, Kyrre Eeg Emblem, Line Brennhaug Nilsen, Cathrine Saxhaug, Anna Latysheva, Kari Dolven Jacobsen, Åslaug Helland, Greg Zaharchuk, Daniel Rubin

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

Comments In the IEEE transactions format for submission to IEEE-TMI

1912.07519 2019-12-17 eess.IV cs.LG stat.ML 84%

RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction

Janki Mehta, Angshul Majumdar

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

Comments Final paper accepted at Pattern Recognition. arXiv admin note: text overlap with arXiv:1503.06383

1912.01824 2019-12-05 eess.IV cs.CV 84%

Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning

Yuto Onga, Shingo Fujiyama, Hayato Arai, Yusuke Chayama, Hitoshi Iyatomi, Kenichi Oishi

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

Comments To appear in the IEEE BigData 2019 Workshop on Advances in High Dimensional (AdHD) Big Data

1911.09401 2019-11-22 eess.IV cs.CV 84%

Segmenting Medical MRI via Recurrent Decoding Cell

Ying Wen, Kai Xie, Lianghua He

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

Comments 8 pages, 7 figures, AAAI-20

1911.01816 2019-11-06 eess.IV cs.CV 84%

Detection of vertebral fractures in CT using 3D Convolutional Neural Networks

Joeri Nicolaes, Steven Raeymaeckers, David Robben, Guido Wilms, Dirk Vandermeulen, Cesar Libanati, Marc Debois

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

Comments 13 pages, 7 figures, pre-print MICCAI CSI

1911.00282 2019-11-04 eess.IV cs.CV 84%

Semantic Feature Attention Network for Liver Tumor Segmentation in Large-scale CT database

Yao Zhang, Cheng Zhong, Yang Zhang, Zhongchao Shi, Zhiqiang He

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

1910.13681 2019-10-31 eess.IV cs.CV 84%

The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN

Wenjun Yan, Yuanyuan Wang, Shengjia Gu, Lu Huang, Fuhua Yan, Liming Xia, Qian Tao

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

1910.12704 2019-10-29 eess.IV cs.CV 84%

Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies

Guillaume Noyel, Jesus Angulo, Dominique Jeulin, Daniel Balvay, Charles-André Cuenod

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

Journal ref Image Analysis and Stereology, International Society for Stereology, 2015, 34 (1), pp.1-25

1910.11456 2019-10-28 eess.IV cs.CV 84%

Unified Multi-scale Feature Abstraction for Medical Image Segmentation

Xi Fang, Bo Du, Sheng Xu, Bradford J. Wood, Pingkun Yan

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

Comments Abstract of SPIE Medical Imaging (Oral)

1910.03746 2019-10-24 physics.med-ph cs.LG eess.IV 84%

A cascaded dual-domain deep learning reconstruction method for sparsely spaced multidetector helical CT

Ao Zheng, Hewei Gao, Li Zhang, Yuxiang Xing

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

1910.01268 2019-10-04 eess.IV cs.CV 84%

Kidney Recognition in CT Using YOLOv3

Andréanne Lemay

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

1909.12922 2019-10-01 eess.IV cs.CV 84%

Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition

Zeju Li, Han Li, Hu Han, Gonglei Shi, Jiannan Wang, S. Kevin Zhou

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

Comments 9 pages with 4 figures

1811.10052 2019-09-24 cs.CV cs.LG stat.ML 84%

An overview of deep learning in medical imaging focusing on MRI

Alexander Selvikvåg Lundervold, Arvid Lundervold

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

Comments Minor updates. Close to the version published in Zeitschrift für Medizinische Physik (Available online 13 December 2018)

Journal ref Zeitschrift für Medizinische Physik, Volume 29, Issue 2, May 2019

1909.08028 2019-09-19 eess.IV cs.LG 84%

Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning

Bosung Seo, Daniel Mariano, John Beckfield, Vinay Madenur, Yuming Hu, Tony Reina, Marcus Bobar, Mai H. Nguyen, Ilkay Altintas

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

1908.01279 2019-09-18 eess.IV cs.CV 84%

Automatic segmentation of kidney and liver tumors in CT images

Dina B. Efremova, Dmitry A. Konovalov, Thanongchai Siriapisith, Worapan Kusakunniran, Peter Haddawy

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

Comments Method description manuscript for our test predictions for the 2019 Kidney Tumor Segmentation Challenge, https://kits19.grand-challenge.org/home/

1908.10208 2019-09-12 eess.IV cs.LG physics.med-ph stat.ML 84%

Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans

Yucheng Liu, Naji Khosravan, Yulin Liu, Joseph Stember, Jonathan Shoag, Christopher E. Barbieri, Ulas Bagci, Sachin Jambawalikar

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

Comments 9 pages, 3 figures, 2019 MICCAI-DART workshop

1908.01073 2019-09-10 eess.IV cs.LG stat.ML 84%

U-Net Fixed-Point Quantization for Medical Image Segmentation

MohammadHossein AskariHemmat, Sina Honari, Lucas Rouhier, Christian S. Perone, Julien Cohen-Adad, Yvon Savaria, Jean-Pierre David

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

Comments Accepted to MICCAI 2019's Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention

1908.08746 2019-08-26 eess.IV cs.CV 84%

Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks

Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Olli Gröhn, Alejandra Sierra, Jussi Tohka

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

Comments Accepted to Machine Learning in Medical Imaging (MLMI 2019)

1906.02031 2019-08-23 eess.IV cs.CV 84%

OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images

Yu Chen, Jiawei Chen, Dong Wei, Yuexiang Li, Yefeng Zheng

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

1908.00788 2019-08-05 eess.IV cs.CV 84%

Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior

Max-Heinrich Laves, Sontje Ihler, Tobias Ortmaier

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

Comments Accepted at MIDL 2019 [arXiv:1907.08612]

1. 医学影像 22633 篇

4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics

DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database

Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm

Assessing Robustness to Noise: Low-Cost Head CT Triage

SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation

Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks

COPD Classification in CT Images Using a 3D Convolutional Neural Network

Non-rigid Registration Method between 3D CT Liver Data and 2D Ultrasonic Images based on Demons Model

Transfer Learning with Edge Attention for Prostate MRI Segmentation

MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation

RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction

Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning

Segmenting Medical MRI via Recurrent Decoding Cell

Detection of vertebral fractures in CT using 3D Convolutional Neural Networks

Semantic Feature Attention Network for Liver Tumor Segmentation in Large-scale CT database

The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN

Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies

Unified Multi-scale Feature Abstraction for Medical Image Segmentation

A cascaded dual-domain deep learning reconstruction method for sparsely spaced multidetector helical CT

Kidney Recognition in CT Using YOLOv3

Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition

An overview of deep learning in medical imaging focusing on MRI

Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning

Automatic segmentation of kidney and liver tumors in CT images

Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans

U-Net Fixed-Point Quantization for Medical Image Segmentation

Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks

OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images

Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior