医学 AI - arXivDaily 专题

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]

1907.10961 2019-07-27 eess.IV cs.CV 84%

Is Texture Predictive for Age and Sex in Brain MRI?

Nick Pawlowski, Ben Glocker

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

Comments MIDL 2019 [arXiv:1907.08612]

1907.09085 2019-07-24 eess.IV cs.CV cs.MM 84%

Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment

Jianbo Yuan, Haofu Liao, Rui Luo, Jiebo Luo

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

Journal ref MICCAI 2019

1907.08303 2019-07-22 eess.IV cs.CV 84%

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball

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

Comments Submitted for publication in Artificial Intelligence in Medicine

1904.08254 2019-07-18 cs.CV cs.LG 84%

USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets

Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga

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

Comments 44 pages, 6 figures, Accepted to Neurocomputing, Co-first authors: Leonardo Rundo and Changhee Han

1907.01870 2019-07-04 eess.IV cs.CV 84%

Robust Cochlear Modiolar Axis Detection in CT

Wilhelm Wimmer, Clair Vandersteen, Nicolas Guevara, Marco Caversaccio, Hervé Delingette

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

Comments Accepted for MICCAI 2019

1907.00273 2019-07-02 eess.IV cs.CV 84%

DuDoNet: Dual Domain Network for CT Metal Artifact Reduction

Wei-An Lin, Haofu Liao, Cheng Peng, Xiaohang Sun, Jingdan Zhang, Jiebo Luo, Rama Chellappa, Shaohua Kevin Zhou

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

1906.11484 2019-06-28 eess.IV cs.CV physics.med-ph 84%

Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction

Mitsuki Sakamoto, Yuta Hiasa, Yoshito Otake, Masaki Takao, Yuki Suzuki, Nobuhiko Sugano, Yoshinobu Sato

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

Comments 7 pages, 5 figures

1906.07367 2019-06-19 cs.CV eess.IV 84%

A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation

Zhenxi Zhang, Jie Li, Zhusi Zhong, Zhicheng Jiao, Xinbo Gao

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

1906.02999 2019-06-10 eess.IV cs.CV 84%

Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis

Luyang Luo, Hao Chen, Xi Wang, Qi Dou, Huangjin Lin, Juan Zhou, Gongjie Li, Pheng-Ann Heng

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

Comments Accepted by MICCAI 2019

1905.09049 2019-05-23 cs.CV eess.IV 84%

Automated Segmentation for Hyperdense Middle Cerebral Artery Sign of Acute Ischemic Stroke on Non-Contrast CT Images

Jia You, Philip L. H. Yu, Anderson C. O. Tsang, Eva L. H. Tsui, Pauline P. S. Woo, Gilberto K. K. Leung

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

1905.07710 2019-05-21 cs.CV eess.IV 84%

A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT

Sulaiman Vesal, Nishant Ravikumar, Andreas Maier

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

Comments ISBI-SegTHOR 2019 Challenge

1905.06902 2019-05-17 eess.IV cs.CV 84%

X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks

Xingde Ying, Heng Guo, Kai Ma, Jian Wu, Zhengxin Weng, Yefeng Zheng

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

1904.11701 2019-04-29 cs.HC cs.CV cs.LG 84%

Interactive user interface based on Convolutional Auto-encoders for annotating CT-scans

Martin Längkvist, Jonas Widell, Per Thunberg, Amy Loutfi, Mats Lidén

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

Comments 12 pages

1904.04747 2019-04-10 cs.CV cs.LG 84%

Segmentation of Skeletal Muscle in Thigh Dixon MRI Based on Texture Analysis

Rafael Rodrigues, Antonio M. G. Pinheiro

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

1901.08449 2019-01-25 cs.CV eess.IV 84%

CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network

Frank Zijlstra, Koen Willemsen, Mateusz C. Florkow, Ralph J. B. Sakkers, Harrie H. Weinans, Bart C. H. van der Wal, Marijn van Stralen, Peter R. Seevinck

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

Comments This work has been accepted at the SPIE Medical Imaging 2019, Image Processing conference, paper 10949-54

1. 医学影像 22719 篇

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

Is Texture Predictive for Age and Sex in Brain MRI?

Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors

USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets

Robust Cochlear Modiolar Axis Detection in CT

DuDoNet: Dual Domain Network for CT Metal Artifact Reduction

Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction

A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation

Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis

Automated Segmentation for Hyperdense Middle Cerebral Artery Sign of Acute Ischemic Stroke on Non-Contrast CT Images

A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT

X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks

Interactive user interface based on Convolutional Auto-encoders for annotating CT-scans

Segmentation of Skeletal Muscle in Thigh Dixon MRI Based on Texture Analysis

CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network