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PROCEEDINGS VOLUME 11313

Medical Imaging 2020: Image Processing
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11313
Date Published: 23 April 2020

Table of Contents
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Front Matter: Volume 11313
Author(s): Proceedings of SPIE
Are today's Mixed Reality experience pillars and hardware architectures well aligned with the specific needs of medical imaging and surgical guidance? (Conference Presentation)
Author(s): Bernard C. Kress
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Multi-modality MRI arbitrary transformation using unified generative adversarial networks
Author(s): Yang Lei; Yabo Fu; Hui Mao; Walter J. Curran; Tian Liu; Xiaofeng Yang
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Joint intensity fusion with normalized cross-correlation metric for cross-modality MRI synthesis (Conference Presentation)
Author(s): Kathryn Ufford; Simon Vandekar; Ipek Oguz
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Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database
Author(s): Tong Zheng; Hirohisa Oda; Takayasu Moriya; Takaaki Sugino; Shota Nakamura; Masahiro Oda; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Kensaku Mori
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Transfer generative adversarial network for multimodal CT image super-resolution (Conference Presentation)
Author(s): Yao Xiao; Ruogu Fang
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GANet: group attention network for diabetic retinopathy image segmentation
Author(s): Lei Ye; Weifang Zhu; Shuanglang Feng; Xinjian Chen
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Fully automated segmentation of hyper-reflective foci in OCT images using a U-shape network
Author(s): Liangjiu Zhu; Weifang Zhu; Shuanglang Feng; Xinjian Chen
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Adversarial domain adaptation for multi-device retinal OCT segmentation
Author(s): Yufan He; Aaron Carass; Yihao Liu; Shiv Saidha; Peter A. Calabresi; Jerry L. Prince
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Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks
Author(s): Joshua V. Stough; Sushravya Raghunath; Xiaoyan Zhang; John M. Pfeifer; Brandon K. Fornwalt; Christopher M. Haggerty
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Multiresolution LOGISMOS graph search for automated choroidal layer segmentation of 3D macular OCT scans
Author(s): Kyungmoo Lee; Elliott H. Sohn; Honghai Zhang; Alexis K. Warren; Andreas Wahle; S. Scott Whitmore; Milan Sonka; Michael D. Abràmoff
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Self-fusion for OCT noise reduction
Author(s): Ipek Oguz; Joseph D. Malone; Yigit Atay; Yuankai K. Tao
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Deep multi-task prediction of lung cancer and cancer-free progression from censored heterogenous clinical imaging
Author(s): Riqiang Gao; Lingfeng Li; Yucheng Tang; Sanja L. Antic; Alexis B. Paulson; Yuankai Huo; Kim L. Sandler; Pierre P. Massion; Bennett A. Landman
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Fine-grained tumor segmentation on computed tomography slices by leveraging bottom-up and top-down strategies
Author(s): Zhenmei Yu; Shuchao Pang; Anan Du; Mehmet A. Orgun; Yan Wang; Hong Lin
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Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection
Author(s): Samuel Remedios; Zihao Wu; Camilo Bermudez; Cailey I. Kerley; Snehashis Roy; Mayur B. Patel; John A. Butman; Bennett A. Landman; Dzung L. Pham
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Coronary artery calcium scoring: Can we do better?
Author(s): Sanne G. M. Van velzen; Bob D. de Vos; Helena M. Verkooijen; Tim Leiner; Max A. Viergever; Ivana Išgum
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Finding novelty with uncertainty
Author(s): Jacob C. Reinhold; Yufan He; Shizhong Han; Yunqiang Chen; Dashan Gao; Junghoon Lee; Jerry L. Prince; Aaron Carass
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Towards reduced-preparation spectral-CT-colonography utilizing local covariance
Author(s): Rafael Wiemker; Tobias Klinder; Jörg Sabczynski; Amar Dhanantwari; Chansik An; Benjamin M. Yeh; Judy Yee
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Estimation of four-dimensional CT-based imaging biomarker of liver fibrosis using finite element method
Author(s): Koya Fujimoto; Takehiro Shiinoki; Yuki Yuasa
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Multilevel survival analysis with structured penalties for imaging genetics data
Author(s): Pascal Lu; Olivier Colliot
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Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning
Author(s): Camilo Bermudez; Justin Blaber; Samuel W. Remedios; Jess E. Reynolds; Catherine Lebel; Maureen McHugo; Stephan Heckers; Yuankai Huo; Bennett A. Landman
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Deep learning and multi-contrast-based denoising for low-SNR Arterial Spin Labeling (ASL) MRI
Author(s): Enhao Gong; Jia Guo; Jiang Liu; Audrey Fan; John Pauly; Greg Zaharchuk
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Artifact reduction in brain magnetic resonance imaging (MRI) by means of a dense residual network with K-space blending (DRN-KB)
Author(s): Junchi Liu; Jie Deng
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Deformable alignment of longitudinal postoperative brain GBM scans using deep learning
Author(s): Yi Lao; Victoria Yu; Eric Chang; Wensha Yang; Ke Sheng
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An adversarial machine-learning-based approach and biomechanically guided validation for improving deformable image registration accuracy between a planning CT and cone-beam CT for adaptive prostate radiotherapy applications
Author(s): Anand P. Santhanam; Michael Lauria; Brad Stiehl; Daniel Elliott; Saty Seshan; Scott Hsieh; Minsong Cao; Daniel Low
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Deep-learning-based CT-CBCT image registration for adaptive radio therapy
Author(s): Sven Kuckertz; Nils Papenberg; Jonas Honegger; Tomasz Morgas; Benjamin Haas; Stefan Heldmann
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Mutual information for unsupervised deep learning image registration
Author(s): Bob D. de Vos; Bas H. M. van der Velden; Jörg Sander; Kenneth G. A. Gilhuijs; Marius Staring; Ivana Išgum
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Deep learning estimation of multi-tissue constrained spherical deconvolution with limited single shell DW-MRI
Author(s): Vishwesh Nath; Sudhir K. Pathak; Kurt G. Schilling; Walt Schneider; Bennett A. Landman
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Anatomically informed data augmentation for functional MRI with applications to deep learning
Author(s): Kevin P. Nguyen; Cherise Chin Fatt; Alex Treacher; Cooper Mellema; Madhukar H. Trivedi; Albert Montillo
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Neural effect induced by exercise intervention can be categorized by altered functional connectivity in early psychotic patients
Author(s): Xiujuan Geng; Peilun Song; Eric H. Y. Chen; Yaping Wang; Jingxia Lin
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Association between fMRI brain entropy features and behavioral measures
Author(s): Shengchao Zhang; Baxter P. Rogers; Victoria L. Morgan; Catie Chang
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Numerical DWI phantoms to optimize accuracy and precision of quantitative parametric maps for non-Gaussian diffusion
Author(s): Dariya I. Malyarenko; Yuxi Pang; Ghoncheh Amouzandeh; Thomas L. Chenevert
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Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography
Author(s): Yihao Liu; Lianrui Zuo; Aaron Carass; Yufan He; Angeliki Filippatou; Sharon D. Solomon; Shiv Saidha; Peter A. Calabresi; Jerry L. Prince
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Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models
Author(s): Fumin Guo; Matthew Ng; Graham Wright
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Contrast phase classification with a generative adversarial network
Author(s): Yucheng Tang; Ho Hin Lee; Yuchen Xu; Olivia Tang; Yunqiang Chen; Dashan Gao; Shizhong Han; Riqiang Gao; Camilo Bermudez; Michael R. Savona; Richard G. Abramson; Yuankai Huo; Bennett A. Landman
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Vessel wall segmentation of common carotid artery via multi-branch light network
Author(s): Haochen Tan; Huimin Shi; Mingquan Lin; J. David Spence; Kwok-Leung Chan; Bernard Chiu
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Anatomical labeling of human airway branches using a novel two-step machine learning and hierarchical features
Author(s): Syed Ahmed Nadeem; Eric A. Hoffman; Alejandro P. Comellas; Punam K. Saha
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Incorporating minimal user input into deep-learning-based image segmentation
Author(s): Maysam Shahedi; Martin Halicek; James D. Dormer; Baowei Fei
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Weakly supervised pancreas segmentation based on class activation maps
Author(s): Mona Schumacher; Andreas Genz; Mattias Heinrich
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Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks
Author(s): T. G. W. Boers; J. van der Putten; J. de Groof; M. Struyvenberg; K. Fockens; W. Curvers; E. Schoon; F. van der Sommen; J. Bergman; P.H. N. de With
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Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization
Author(s): Chen Shen; Chenglong Wang; Holger R. Roth; Masahiro Oda; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori
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Identification of kernels in a convolutional neural network: connections between the level set equation and deep learning for image segmentation
Author(s): Jonas A. Actor; David T. Fuentes; Béatrice Rivière
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Influence of decoder size for binary segmentation tasks in medical imaging
Author(s): Joost van der Putten; Fons van der Sommen; Peter H. N. de With
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Unified multi-scale feature abstraction for medical image segmentation
Author(s): Xi Fang; Bo Du; Sheng Xu; Bradford J. Wood; Pingkun Yan
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Topology-aware activation layer for neural network image segmentation
Author(s): John S. H. Baxter; Pierre Jannin
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Observer variation-aware medical image segmentation by combining deep learning and surrogate-assisted genetic algorithms
Author(s): Arkadiy Dushatskiy; Adriënne M. Mendrik; Peter A. N. Bosman; Tanja Alderliesten
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Combining deep learning and model-based segmentation for labeled spine CT segmentation
Author(s): Christian Buerger; Jens von Berg; Astrid Franz; Tobias Klinder; Cristian Lorenz; Matthias Lenga
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Combining model- and deep-learning-based methods for the accurate and robust segmentation of the intra-cochlear anatomy in clinical head CT images
Author(s): Yubo Fan; Dongqing Zhang; Jianing Wang; Jack H. Noble; Benoit M. Dawant
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Multi-class semantic segmentation of pediatric chest radiographs
Author(s): Gregory Holste; Ryan Sullivan; Michael Bindschadler; Nicholas Nagy; Adam Alessio
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Exploiting clinically available delineations for CNN-based segmentation in radiotherapy treatment planning
Author(s): Louis D. van Harten; Jelmer M. Wolterink; Joost J. C. Verhoeff; Ivana Išgum
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Anatomy segmentation evaluation with sparse ground truth data
Author(s): Jieyu Li; Jayaram K. Udupa; Yubing Tong; Lisheng Wang; Drew A. Torigian
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Adding uncertainty to dermatological assistance
Author(s): Jaideep V. Murkute; Ronit J. Damania; Nitinraj R. Nair; Nikunj R. Kotecha; Chris Wicks; Robert Phipps; Raymond Ptucha; Art Papier
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Semi-supervised multi-organ segmentation through quality assurance supervision
Author(s): Ho Hin Lee; Yucheng Tang; Olivia Tang; Yuchen Xu; Yunqiang Chen; Dashan Gao; Shizhong Han; Riqiang Gao; Michael R. Savona; Richard G. Abramson; Yuankai Huo; Bennett A. Landman
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Visualization approach to assess the robustness of neural networks for medical image classification
Author(s): Elina Thibeau-Sutre; Olivier Colliot; Didier Dormont; Ninon Burgos
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An exploration of uncertainty information for segmentation quality assessment
Author(s): Katharina Hoebel; Vincent Andrearczyk; Andrew Beers; Jay Patel; Ken Chang; Adrien Depeursinge; Henning Müller; Jayashree Kalpathy-Cramer
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Robust chest x-ray quality assessment using convolutional neural networks and atlas regularization
Author(s): Jens von Berg; Sven Krönke; André Gooßen; Daniel Bystrov; Matthias Brück; Tim Harder; Nataly Wieberneit; Stewart Young
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Automatic online quality control of synthetic CTs
Author(s): Louis D. van Harten; Jelmer M. Wolterink; Joost J. C. Verhoeff; Ivana Išgum
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Homology-based approach for prognostic prediction of lung cancer using novel topologically invariant radiomic features
Author(s): K. Ninomiya; H. Arimura
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Fully convolutional network with sparse feature-maps composition for automatic lung tumor segmentation from PET images
Author(s): Haihong Tian; Dehui Xiang; Weifang Zhu; Fei Shi; Xinjian Chen
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Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information
Author(s): Junshen Xu; Enhao Gong; Jiahong Ouyang; John Pauly; Greg Zaharchuk
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The improved reconstruction of fluorescence molecular tomography via regularized doubly orthogonal matching pursuit method
Author(s): Lingxin Kong; Yu An; Yang Du; Jie Tian
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Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response
Author(s): Ine Dirks; Marleen Keyaerts; Bart Neyns; Jef Vandemeulebroucke
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Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework
Author(s): Jonghye Woo; Fangxu Xing; Jerry L. Prince; Maureen Stone; Timothy G. Reese; Van J. Wedeen; Georges El Fakhri
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Network features of simultaneous EEG and fMRI predict working memory load
Author(s): Yutong Wang; Ying Liu; Li Yao; Xiaojie Zhao
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Hybrid dictionary learning-ICA approaches built on novel instantaneous dynamic connectivity metric provide new multiscale insights into dynamic brain connectivity
Author(s): Robyn L. Miler; Vince D. Calhoun
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Self-adaptive 2D-3D ensemble of fully convolutional networks for medical image segmentation
Author(s): Maria G. Baldeon Calisto; Susana K. Lai-Yuen
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Choroidal atrophy segmentation based on deep network with deep-supervision and EDT-auxiliary-loss
Author(s): Ruyi Lu; Weifang Zhu; Xuena Cheng; Xinjian Chen
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Multi-planar whole heart segmentation of 3D CT images using 2D spatial propagation CNN
Author(s): Josefine Vilsbøell Sundgaard; Kristine Aavild Juhl; Klaus Fuglsang Kofoed; Rasmus R. Paulsen
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An improved U-Net for nerve fibre segmentation in confocal corneal microscopy images
Author(s): Xinxin Zhou; Xinjian Chen; Shuanglang Feng; Fei Shi
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Segmentation of choroid neovascularization in OCT images based on convolutional neural network with differential amplification blocks
Author(s): Jinzhu Su; Xinjian Chen; Yuhui Ma; Weifang Zhu; Fei Shi
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Automated retinopathy of prematurity screening using deep neural network with attention mechanism
Author(s): Yuanyuan Peng; Weifang Zhu; Feng Chen; Daoman Xiang; Xinjian Chen
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Estimating standard-dose PET from low-dose PET with deep learning
Author(s): Yang Lei; Xue Dong; Tonghe Wang; Kristin Higgins; Tian Liu; Walter J. Curran; Hui Mao; Jonathan A. Nye; Xiaofeng Yang
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Internal-transfer weighting of multi-task learning for lung cancer detection
Author(s): Yiyuan Yang; Riqiang Gao; Yucheng Tang; Sanja L. Antic; Steve Deppen; Yuankai Huo; Kim L. Sandler; Pierre P. Massion; Bennett A. Landman
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Reduction of motion artifacts in head CT exams using multi-scale convolutional neural network
Author(s): Bin Su; Yanyan Liu; Jianwei Fu; Guotao Quan
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CAI-UNet for segmentation of liver lesion in CT image
Author(s): Sodam Cheon; Ehwa Yang; Won Jae Lee; Jae-Hun Kim
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Enhancing infarct segmentation performance using domain-specific attention in acute ischemic stroke
Author(s): Manikanda Krishnan V.; Srinivasa Rao Kundeti; Arun H. Shastry; Shankar Prasad Gorthi
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A grid-line suppression technique based on deep convolutional neural networks
Author(s): Kyongwoo Kim; Hyungkyu Kim; Heesin Lee; Joongeun Jung; Joshua J. Nam; Joonhyuk Park; Donghyun Kim; Hyewon Kim; Hojoon Kim
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An end-to-end deep learning approach for landmark detection and matching in medical images
Author(s): Monika Grewal; Timo M. Deist; Jan Wiersma; Peter A. N. Bosman; Tanja Alderliesten
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Non-rigid MRI-CT image registration with unsupervised deepdlearning-based deformation prediction
Author(s): Yabo Fu; Yang Lei; Jun Zhou; Tonghe Wang; Ashesh Jani; Pretesh Patel; Hui Mao; Walter J. Curran; Tian Liu; Xiaofeng Yang
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A target-oriented and multi-patch-based framework for image quality assessment on carotid artery MRI
Author(s): Hongjian Jiang; Li Chen; Dongxiang Xu; Huilin Zhao; Hiroko Watase; Xihai Zhao; Chun Yuan
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Convolutional neural-network-based ordinal regression for brain age prediction from MRI scans
Author(s): Ksenia Sokolova; Gareth J. Barker; Giovanni Montana
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Segmentation of stem cell colonies in fluorescence microscopy images with transfer learning
Author(s): Dorsa Ziaei; David Chapman; Yaacov Yesha; Milton Halem
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Automatic epicardial fat segmentation in cardiac CT imaging using 3D deep attention U-Net
Author(s): Xiuxiu He; Bang Jun Guo; Yang Lei; Tonghe Wang; Tian Liu; Walter J. Curran; Long Jiang Zhang; Xiaofeng Yang
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New loss functions for medical image registration based on VoxelMorph
Author(s): Yongpei Zhu; Zicong Zhou Sr.; Guojun Liao Sr.; Kehong Yuan
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A GICA-TVGL framework to study sex differences in resting state fMRI dynamic connectivity
Author(s): Biao Cai; Julia M. Stephen; Tony W. Wilson; Vince D. Calhoun; Yu-Ping Wang
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A generalized method for computation of n-dimensional Radon transforms
Author(s): Robert Frysch; Tim Pfeiffer; Georg Rose
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Enhanced low-rank plus group sparse decomposition for speckle reduction in OCT images
Author(s): Ivica Kopriva; Fei Shi; Marija Štanfel; Xinjian Chen
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Metal artifacts reduction in computed tomography by Fourier coefficient correction using convolutional neural network
Author(s): Qi Mai; Justin W. L. Wan
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Super-resolution magnetic resonance imaging reconstruction using deep attention networks
Author(s): Xiuxiu He; Yang Lei; Yabo Fu; Hui Mao; Walter J. Curran; Tian Liu; Xiaofeng Yang
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Simultaneously spatial and temporal higher-order total variations for noise suppression and motion reduction in DCE and IVIM
Author(s): Renjie He; Yao Ding; Abdallah S. R. Mohamed; Sweet Ping Ng; Rachel B. Ger; Hesham Elhalawani; Baher A. Elgohari; Kristina H. Young; Katherine A. Hutcheson; Clifton D. Fuller; Stephen Y. Lai
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Liver synthetic CT generation based on a dense-CycleGAN for MRI-only treatment planning
Author(s): Yingzi Liu; Yang Lei; Tonghe Wang; Jun Zhou; Liyong Lin; Tian Liu; Pretesh Patel; Walter J. Curran; Lei Ren; Xiaofeng Yang
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FunSyn-Net: enhanced residual variational auto-encoder and image-to-image translation network for fundus image synthesis
Author(s): Sourya Sengupta; Akshay Athwale; Tanmay Gulati; John Zelek; Vasudevan Lakshminarayanan
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Deep similarity learning using a Siamese ResNet trained on similarity labels from disparity maps of cerebral MRA MIP pairs
Author(s): Christian Neumann; Klaus D. Tönnies; Regina Pohle-Fröhlich
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Validation and optimization of multi-organ segmentation on clinical imaging archives
Author(s): Olivia Tang; Yuchen Xu; Yucheng Tang; Ho Hin Lee; Yunqiang Chen; Dashan Gao; Shizhong Han; Riqiang Gao; Michael R. Savona; Richard G. Abramson; Yuankai Huo; Bennett A. Landman
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A quasi-conformal mapping-based data augmentation technique for brain tumor segmentation
Author(s): Min Zhang; Dongsheng An; Geoffrey S. Young; Xianfeng Gu; Xiaoyin Xu
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MRI correlates of chronic symptoms in mild traumatic brain injury
Author(s): Cailey I. Kerley; Kurt G. Schilling; Justin Blaber; Beth Miller; Allen Newton; Adam W. Anderson; Bennett A. Landman; Tonia S. Rex
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Development of a 3D carotid atlas for quantification of local volume change
Author(s): Xueli Chen; Yuan Zhao; J. David Spence; Bernard Chiu
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Integrating deep transfer learning and radiomics features in glioblastoma multiforme patient survival prediction
Author(s): Wei Han; Lei Qin; Camden Bay; Xin Chen; Kun-Hsing Yu; Angie Li; Xiaoyin Xu; Geoffrey S. Young
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An unsupervised deep learning approach for 4DCT lung deformable image registration
Author(s): Yabo Fu; Yang Lei; Tonghe Wang; Kristin Higgins; Jeffrey D. Bradley; Walter J. Curran; Tian Liu; Xiaofeng Yang
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Cone-beam Computed Tomography (CBCT) and CT image registration aided by CBCT-based synthetic CT
Author(s): Yabo Fu; Yang Lei; Yingzi Liu; Tonghe Wang; Walter J. Curran; Tian Liu; Pretesh Patel; Xiaofeng Yang
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Imposing implicit feasibility constraints on deformable image registration using a statistical generative model
Author(s): Yudi Sang; Xianglei Xing; Yingnian Wu; Dan Ruan
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Local structure orientation: a new method for histology and MRI coregistration
Author(s): Wadha Alyami; Andre Kyme; Roger Bourne
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Unsupervised learning-based deformable registration of temporal chest radiographs to detect interval change
Author(s): Qiming Fang; Jichao Yan; Xiaomeng Gu; Jun Zhao; Qiang Li
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Weakly non-rigid MR-TRUS prostate registration using fully convolutional and recurrent neural networks
Author(s): Qiulan Zeng; Yabo Fu; Jiwoong Jeong; Yang Lei; Tonghe Wang; Hui Mao; Ashesh B. Jani; Pretesh Patel; Walter J. Curran; Tian Liu; Xiaofeng Yang
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Feature-based retinal image registration for longitudinal analysis of patients with age-related macular degeneration
Author(s): Tharindu De Silva; Nathan Hotaling; Emily Y. Chew; Catherine Cukras
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Multi-label segmentation of bone, muscle, and fat in CT volumes via convex relaxation
Author(s): J. A. Pérez-Carrasco; B. Acha; C. Serrano
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Group-wise attention fusion network for choroid segmentation in OCT images
Author(s): Xuena Cheng; Xinjian Chen; Shuanglang Feng; Weifang Zhu; Dehui Xiang; Qiuying Chen; Xun Xu; Ying Fan; Fei Shi
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Automatic lung segmentation in low-dose CT image with contrastive attention module
Author(s): Changxing Yang; Haihong Tian; Dehui Xiang; Fei Shi; Weifang Zhu; Xinjian Chen
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Attention-guided channel to pixel convolution network for retinal layer segmentation with choroidal neovascularization
Author(s): Xiaoling Yang; Xinjian Chen; Dehui Xiang
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Attention multi-scale network for pigment epithelial detachment segmentation in OCT images
Author(s): Dengsen Bao; Xuena Cheng; Weifang Zhu; Fei Shi; Xinjian Chen
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Outlier guided optimization of abdominal segmentation
Author(s): Yuchen Xu; Olivia Tang; Yucheng Tang; Ho Hin Lee; Yunqiang Chen; Dashan Gao; Shizhong Han; Riqiang Gao; Michael R. Savona; Richard G. Abramson; Yuankai Huo; Bennett A. Landman
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Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation
Author(s): Shuo Han; Jerry L. Prince; Aaron Carass
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Synthetic MRI-aided pelvic multi-organ segmentation in cone-beam computed tomography
Author(s): Yang Lei; Sibo Tian; Yabo Fu; Xue Dong; Tonghe Wang; Ashesh Jani; David M. Schuster; Walter J. Curran; Pretesh Patel; Tian Liu; Xiaofeng Yang
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Comparison of training strategies for the segmentation of retina layers in optical coherence tomography images of rodent eyes using convolutional neural networks
Author(s): Antong Chen; Charlene Zhi Lin Ong; Weiwei Luo; Chen Fei Lee; Ser Mien Chia; Joana Galvao; Daniel Metzger; Eric Gifford; Chih-Liang Chin; Asad Abu Bakar Ali
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Multi-organ segmentation in head and neck MRI using U-Faster-RCNN
Author(s): Yang Lei; Jun Zhou; Xue Dong; Tonghe Wang; Hui Mao; Mark McDonald; Walter J. Curran; Tian Liu; Xiaofeng Yang
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Improved automated segmentation of human kidney organoids using deep convolutional neural networks
Author(s): Michael MacDonald; Theron R. Fennel; Asha Singanamalli; Nelly M. Cruz; Mohammad Yousefhussein; Yousef Al-Kofahi; Benjamin S. Freedman
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Segmenting retinal OCT images with inter-B-scan and longitudinal information
Author(s): Yufan He; Aaron Carass; Yihao Liu; Angeliki Filippatou; Bruno M. Jedynak; Sharon D. Solomon; Shiv Saidha; Peter A. Calabresi; Jerry L. Prince
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Multi-atlas-based tissue identification in the lower leg using pQCT
Author(s): Sokratis Makrogiannis; Azubuike Okorie; Taposh Biswas; Luigi Ferrucci
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Unsupervised local feature learning for sensitive three-dimensional ultrasound assessment of carotid atherosclerosis
Author(s): Yuan Zhao; J. David Spence; Bernard Chiu
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