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PROCEEDINGS VOLUME 10949 • new

Medical Imaging 2019: Image Processing
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Volume Details

Volume Number: 10949
Date Published: 17 June 2019

Table of Contents
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Front Matter: Volume 10949
Author(s): Proceedings of SPIE
Self-consistent deep learning-based boosting of 4D cone-beam computed tomography reconstruction
Author(s): Frederic Madesta; Tobias Gauer; Thilo Sentker; René Werner
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Image-domain multi-material decomposition for dual-energy CT with non-convex sparsity regularization
Author(s): Qihui Lyu; Daniel O'Connor; Tianye Niu; Ke Sheng
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Non-learning based deep parallel MRI reconstruction (NLDpMRI)
Author(s): Ali Pour Yazdanpanah; Onur Afacan; Simon K. Warfield
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Unpaired whole-body MR to CT synthesis with correlation coefficient constrained adversarial learning
Author(s): Yunhao Ge; Zhong Xue; Tuoyu Cao; Shu Liao
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Iterative reconstruction for low dose CT using Plug-and-Play alternating direction method of multipliers (ADMM) framework
Author(s): Qihui Lyu; Dan Ruan; John Hoffman; Ryan Neph; Michael McNitt-Gray; Ke Sheng
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Two-level training of a 3D U-Net for accurate segmentation of the intra-cochlear anatomy in head CTs with limited ground truth training data
Author(s): Dongqing Zhang; Rueben Banalagay; Jianing Wang; Yiyuan Zhao; Jack H. Noble; Benoit M. Dawant
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Improving splenomegaly segmentation by learning from heterogeneous multi-source labels
Author(s): Yucheng Tang; Yuankai Huo; Yunxi Xiong; Hyeonsoo Moon; Albert Assad; Tamara K. Moyo; Michael R. Savona; Richard Abramson; Bennett A. Landman
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Simultaneous MR knee image segmentation and bias field correction using deep learning and partial convolution
Author(s): Fengkai Wan; Örjan Smedby; Chunliang Wang
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Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury
Author(s): Samuel Remedios; Snehashis Roy; Justin Blaber; Camilo Bermudez; Vishwesh Nath; Mayur B. Patel; John A. Butman; Bennett A. Landman; Dzung L. Pham
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Improving V-Nets for multi-class abdominal organ segmentation
Author(s): Chen Shen; Fausto Milletari; Holger R. Roth; Hirohisa Oda; Masahiro Oda; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori
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A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches
Author(s): Syed Ahmed Nadeem; Eric A. Hoffman; Punam K. Saha
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Multi-modal image fusion for multispectral super-resolution in microscopy
Author(s): Neel Dey; Shijie Li; Katharina Bermond; Rainer Heintzmann; Christine A. Curcio; Thomas Ach; Guido Gerig
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Sharpness preserved sinogram synthesis using convolutional neural network for sparse-view CT imaging
Author(s): Jiaxing Tan; Yongfeng Gao; Yumei Huo; Lihong Li; Zhengrong Liang
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Deep residual dense U-Net for resolution enhancement in accelerated MRI acquisition
Author(s): Pak Lun Kevin Ding; Zhiqiang Li; Yuxiang Zhou; Baoxin Li
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Artificial neural network filters for enhancing 3D optical microscopy images of neurites
Author(s): Shih-Luen Wang; Seyed M. M. Kahaki; Armen Stepanyants
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Volumetric texture modeling using dominant and discriminative binary patterns
Author(s): Parmeet S. Bhatia; Amit Kale; Zhigang Peng
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Regularized topological data analysis for extraction of coherent brain regions
Author(s): Ishaan Batta; Nicolas Honnorat; Christos Davatzikos
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Automatic quality control using hierarchical shape analysis for cerebellum parcellation
Author(s): Lianrui Zuo; Shuo Han; Aaron Carass; Sarah H. Ying; Chiadikaobi U. Onyike; Jerry L. Prince
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Cerebellum parcellation with convolutional neural networks
Author(s): Shuo Han; Yufan He; Aaron Carass; Sarah H. Ying; Jerry L. Prince
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Model selection for spatiotemporal modeling of early childhood sub-cortical development
Author(s): James Fishbaugh; Beatriz Paniagua; Mahmoud Mostapha; Martin Styner; Veronica Murphy; John Gilmore; Guido Gerig
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Detecting connectivity changes in autism spectrum disorder using large-scale Granger causality
Author(s): Anas Z. Abidin; Adora M. Dsouza; Axel Wismüller M.D.
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Brain network identification in asynchronous task fMRI data using robust and scalable tensor decomposition
Author(s): Jian Li; Jessica L. Wisnowski; Anand A. Joshi; Richard M. Leahy
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Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators
Author(s): Vishwesh Nath; Samuel Remedios; Prasanna Parvathaneni; Colin B. Hansen; Roza G. Bayrak; Camilo Bermudez; Justin A. Blaber; Kurt G. Schilling; Vaibhav A. Janve; Yurui Gao; Yuankai Huo; Ilwoo Lyu; Owen Williams; Susan Resnick; Lori Beason-Held; Baxter P. Rogers; Iwona Stepniewska; Adam W. Anderson; Bennett A. Landman
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Improved estimation of dynamic connectivity from resting-state fMRI data
Author(s): Biao Cai; Julia M. Stephen; Tony W. Wilson; Vince D. Calhoun; Yu-Ping Wang
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Longitudinal structural connectivity in the developing brain with projective non-negative matrix factorization
Author(s): Heejong Kim; Joseph Piven; Guido Gerig
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Deep learning for inverse imaging problems: some recent approaches (Conference Presentation)
Author(s): Carola-Bibiane Schönlieb
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PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation
Author(s): Mauricio Orbes-Arteaga; Lauge Sørensen; Jorge Cardoso; Marc Modat; Sebastien Ourselin; Stefan Sommer; Mads Nielsen; Christian Igel ; Akshay Pai
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Effect of statistical mismatch between training and test images for CNN-based deformable registration
Author(s): M. D. Ketcha; T. De Silva; R. Han; A. Uneri; S. Vogt; G. Kleinszig; J. H. Siewerdsen
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Segmentation of corneal optical coherence tomography images using randomized Hough transform
Author(s): Amr Elsawy; Mohamed Abdel-Mottaleb; Mohamed Abou Shousha
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Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data
Author(s): Jorge Samper-Gonzalez; Ninon Burgos; Simona Bottani; Marie-Odile Habert; Theodoros Evgeniou; Stéphane Epelbaum; Olivier Colliot
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Reduction of unnecessary thyroid biopsies using deep learning
Author(s): Zeynettin Akkus; Arunnit Boonrod; Mahfuzur R. Siddiquee; Kenneth A. Philbrick; Marius N. Stan; Regina M. Castro; Dana Erickson; Matthew R. Callstrom; Bradley J. Erickson
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Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning
Author(s): Sanne G. M. van Velzen; Majd Zreik; Nikolas Lessmann; Max A. Viergever; Pim A. de Jong; Helena M. Verkooijen; Ivana Išgum
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Spatial integration of radiology and pathology images to characterize breast cancer aggressiveness on pre-surgical MRI
Author(s): Mirabela Rusu; Bruce Daniel; Robert West
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A computational method to aid the detection and annotation of pleural lesions in CT images of the thorax
Author(s): Azael de Melo e Sousa; Alexandre Xavier Falcão; Ericson Bagatin; Gustavo Souza Meirelles
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Body part and imaging modality classification for a general radiology cognitive assistant
Author(s): Chinyere Agunwa; Mehdi Moradi; Ken C. L. Wong; Tanveer Syeda-Mahmood
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Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders
Author(s): Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels
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Fourier decomposition free-breathing 1H MRI perfusion maps in asthma
Author(s): Alexander M. Matheson; Dante P. I. Capaldi; Fumin Guo; Rachel L. Eddy; David G. McCormack; Grace Parraga
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Localization and labeling of cervical vertebral bones in the micro-CT images of rabbit fetuses using a 3D deep convolutional neural network
Author(s): Antong Chen; Dahai Xue; Tosha Shah; Catherine D. G. Hines; Alexa Gleason; Manishkumar Patel; Barbara Robinson; Britta Mattson; Belma Dogdas
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Quantitative and qualitative methods for efficient evaluation of multiple 3D organ segmentations
Author(s): Volker Dicken; Annika Hänsch; Jan Moltz; Benjamin Haas; Thomas Coradi; Tomasz Morgas; Jan Klein
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Automatic cardiac landmark localization by a recurrent neural network
Author(s): Mike van Zon; Mitko Veta; Shuo Li
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Coronary calcium detection using 3D attention identical dual deep network based on weakly supervised learning
Author(s): Yuankai Huo; James G. Terry; Jiachen Wang; Vishwesh Nath; Camilo Bermudez; Shunxing Bao; Prasanna Parvathaneni; J. Jeffery Carr; Bennett A. Landman
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Semi-automatic aortic valve tract segmentation in 3D cardiac magnetic resonance images using shape-based B-spline explicit active surfaces
Author(s): Sandro Queirós; Pedro Morais; Jaime C. Fonseca; Jan D'hooge; João L. Vilaça
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Towards increased trustworthiness of deep learning segmentation methods on cardiac MRI
Author(s): Jörg Sander; Bob D. de Vos; Jelmer M. Wolterink; Ivana Išgum
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Automatic identification of coronary arteries and viewpoints in 2D x-ray angiography using deep learning (Conference Presentation)
Author(s): Tanveer F. Syeda-Mahmood; Hui Tang
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Unsupervised learning for large motion thoracic CT follow-up registration
Author(s): Alessa Hering; Stefan Heldmann
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Progressively growing convolutional networks for end-to-end deformable image registration
Author(s): Koen A. J. Eppenhof; Maxime W. Lafarge; Josien P. W. Pluim
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Accurate registration of in vivo time-lapse images
Author(s): Seyed M. M. Kahaki; Shih-Luen Wang; Armen Stepanyants
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Analysis of the kinematic motion of the wrist from 4D magnetic resonance imaging
Author(s): Batool Abbas; James Fishbaugh; Catherine Petchprapa; Riccardo Lattanzi; Guido Gerig
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Automatic left ventricular segmentation in 4D interventional ultrasound data using a patient-specific temporal synchronized shape prior
Author(s): Pedro Morais; Sandro Queirós; Carla Pereira; António H. J. Moreira; Maria J. Baptista; Nuno F. Rodrigues; Jan D'hooge; Daniel Barbosa; João L. Vilaça
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Lung cancer detection using co-learning from chest CT images and clinical demographics
Author(s): Jiachen Wang; Riqiang Gao; Yuankai Huo; Shunxing Bao; Yunxi Xiong; Sanja L. Antic ; Travis J. Osterman ; Pierre P. Massion; Bennett A. Landman
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Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder
Author(s): Hans E. Atlason; Askell Love M.D.; Sigurdur Sigurdsson; Vilmundur Gudnason M.D.; Lotta M. Ellingsen
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Fully automated unruptured intracranial aneurysm detection and segmentation from digital subtraction angiography series using an end-to-end spatiotemporal deep neural network
Author(s): Hailan Jin; Yin Yin; Minghui Hu; Guangming Yang; Lan Qin
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CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network
Author(s): F. Zijlstra; K. Willemsen M.D.; M. C. Florkow; R. J. B. Sakkers M.D.; H. H. Weinans; B. C. H. van der Wal M.D.; M. van Stralen; P. R. Seevinck
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Weakly supervised fully convolutional network for PET lesion segmentation
Author(s): S. Afshari; A. BenTaieb; Z. MiriKharaji; G. Hamarneh
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Lesion focused super-resolution
Author(s): Jin Zhu; Guang Yang; Pietro Lio
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Variational autoencoding tissue response to microenvironment perturbation
Author(s): Geoffrey F. Schau; Guillaume Thibault; Mark A. Dane; Joe W. Gray; Laura M. Heiser; Young Hwan Chang
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Approximation of a pipeline of unsupervised retina image analysis methods with a CNN
Author(s): Friso G. Heslinga; Josien P. W. Pluim; Behdad Dashtbozorg; Tos T. J. M. Berendschot; A. J. H. M. Houben; Ronald M. A. Henry M.D.; Mitko Veta
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Segmentation of corneal optical coherence tomography images using Graph Search and Radon transform
Author(s): Amr Elsawy; Mohamed Abdel-Mottaleb; Mohamed Abou Shousha
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Framework for the co-registration of MRI and histology images in prostate cancer patients with radical prostatectomy
Author(s): Mirabela Rusu; Christian Kunder; Richard Fan; Pejman Ghanouni M.D.; Robert West; Geoffrey Sonn; James Brooks M.D.
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Predicting histopathological findings of gastric cancer via deep generalized multi-instance learning
Author(s): Mengjie Fang; Wenjuan Zhang; Di Dong; Junlin Zhou; Jie Tian
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Objects characterization-based approach to enhance detection of degree of malignancy in breast cancer histopathology
Author(s): Pedro Furtado
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Bayesian inference for uncertainty quantification in point-based deformable image registration
Author(s): Sandra Schultz; Julia Krüger; Heinz Handels; Jan Ehrhardt
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3D bifurcations characterization for intra-cranial aneurysms prediction
Author(s): Anass Nouri; Florent Autrusseau; Romain Bourcier; Alban Gaignard; Vincent L'Allinec; Celine Menguy; Joëlle Veziers; Hubert Desal; Gervaise Loirand; Richard Redon
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Shape-based three-dimensional body composition extrapolation using multimodality registration
Author(s): Yao Lu; James K. Hahn
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Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation
Author(s): Mariëlle J. A. Jansen; Hugo J. Kuijf; Josien P. W. Pluim
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Incorporating CT prior information in the robust fuzzy C-means algorithm for QSPECT image segmentation
Author(s): Junyu Chen; Abhinav K. Jha; Eric C. Frey
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Automatic two-chamber segmentation in cardiac CTA using 3D fully convolutional neural networks
Author(s): Yan Yang; Osama Masoud
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Multiscale deep desmoking for laparoscopic surgery
Author(s): Congcong Wang; Ahmed Kedir Mohammed; Faouzi Alaya Cheikh; Azeddine Beghdadi; Ole Jacob Elle
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Subvoxel vessel wall thickness measurements from vessel wall MR images
Author(s): K. M. van Hespen; J. J. M. Zwanenburg; J. Hendrikse; H. J. Kuijf
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Choroid segmentation in OCT images based on improved U-net
Author(s): Xuena Cheng; Xinjian Chen; Yuhui Ma; Weifang Zhu; Ying Fan; Fei Shi
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Towards machine learning prediction of deep brain stimulation (DBS) intra-operative efficacy maps
Author(s): Camilo Bermudez; William Rodriguez; Yuankai Huo; Allison E. Hainline; Rui Li; Robert Shults; Pierre D. D’Haese; Peter E. Konrad; Benoit M. Dawant; Bennett A. Landman
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Automated segmentation of the optic disc using the deep learning
Author(s): Lei Wang; Han Liu; Jian Zhang; Hang Chen; Jiantao Pu
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Generation of retinal OCT images with diseases based on cGAN
Author(s): Xuewei Zha; Fei Shi; Yuhui Ma; Weifang Zhu; Xinjian Chen
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A probabilistic approach for the registration of images with missing correspondences
Author(s): Julia Krüger; Jan Ehrhardt; Sandra Schultz; Heinz Handels
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Active shape dictionary for automatic segmentation of pathological lung in low-dose CT image
Author(s): Geng Chen; Dehui Xiang; Haihong Tian; Bin Zhang; Weifang Zhu; Fei Shi; Xinjian Chen
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A generative-predictive framework to capture altered brain activity in fMRI and its association with genetic risk: application to Schizophrenia
Author(s): Sayan Ghosal; Qiang Chen; Aaron L. Goldman; William Ulrich; Karen F. Berman; Daniel R. Weinberger; Venkata S. Mattay; Archana Venkataraman
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Stack-U-Net: refinement network for improved optic disc and cup image segmentation
Author(s): Artem Sevastopolsky; Stepan Drapak; Konstantin Kiselev; Blake M. Snyder; Jeremy D. Keenan; Anastasia Georgievskaya
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Left ventricle segmentation in LGE-MRI using multiclass learning
Author(s): Tanja Kurzendorfer; Katharina Breininger; Stefan Steidl; Andreas Maier; Rebecca Fahrig
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A CNN based retinal regression model for Bruch’s membrane opening detection
Author(s): Yuhe Shen; Liling Guan; Kai Yu; Xinjian Chen
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Robust harmonic field based tooth segmentation in real-life noisy scanned mesh
Author(s): Jaedong Hwang; Sanghyeok Park; Seokjin Lee; Yeong-Gil Shin
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Bioresorbable scaffold visualization in IVOCT images using CNNs and weakly supervised localization
Author(s): Nils Gessert; Sarah Latus; Youssef S. Abdelwahed; David M. Leistner; Matthias Lutz; Alexander Schlaefer
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Simultaneous and automatic two surface detection of renal cortex in 3D CT images by enhanced sparse shape composition
Author(s): Haihong Tian; Geng Chen; Dehui Xiang; Xinjian Chen
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Predicting cognitive scores from resting fMRI data and geometric features of the brain
Author(s): Anand A. Joshi; Jian Li; Haleh Akrami; Richard M. Leahy
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The segmentation of bladder cancer using the voxel-features-based method
Author(s): Hao-jie Zheng; Xiao-pan Xu; Xi Zhang; Hong-bing Lu; Ji-min Liang; Yang Liu
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Multi-coil magnetic resonance imaging reconstruction with a Markov random field prior
Author(s): Marko Panić; Jan Aelterman; Vladimir Crnojević; Aleksandra Pižurica
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Deep learning-based stenosis quantification from coronary CT angiography
Author(s): Youngtaek Hong; Frederic Commandeur; Sebastien Cadet; Markus Goeller; Mhairi Doris; Xi Chen; Jacek Kwiecinski; Daniel Berman; Piotr Slomka; Hyuk-Jae Chang; Damini Dey
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Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function
Author(s): Joost van der Putten; Fons van der Sommen; Maarten Struyvenberg; Jeroen de Groof; Wouter Curvers M.D.; Erik Schoon M.D.; Jacques J.G.H.M. M. Bergman M.D.; Peter H. N. de With
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Projection image-to-image translation in hybrid x-ray/MR imaging
Author(s): Bernhard Stimpel; Christopher Syben; Tobias Würfl; Katharina Breininger; Jonathan M. Lommen; Arnd Dörfler; Andreas Maier
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Deep learning based classification for metastasis of hepatocellular carcinoma with microscopic images
Author(s): Hui Meng; Yuan Gao; Kun Wang; Jie Tian
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Improving myocardium segmentation in cardiac CT angiography using spectral information
Author(s): Steffen Bruns; Jelmer M. Wolterink; Robbert W. van Hamersvelt; Majd Zreik; Tim Leiner; Ivana Išgum
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Automatic dental root CBCT image segmentation based on CNN and level set method
Author(s): Jun Ma; Xiaoping Yang
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Automatic rat brain segmentation from MRI using statistical shape models and random forest
Author(s): Simone Bendazzoli; Irene Brusini; Peter Damberg; Örjan Smedby; Leif Andersson; Chunliang Wang
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Semantic segmentation of computed tomography for radiotherapy with deep learning: compensating insufficient annotation quality using contour augmentation
Author(s): Umair Javaid; Damien Dasnoy; John A. Lee
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An automatic end-to-end pipeline for CT image-based EGFR mutation status classification
Author(s): Lin Tian; Rong Yuan
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Sparse low-dimensional causal modeling for the analysis of brain function
Author(s): Dushyant Sahoo; Nicolas Honnorat; Christos Davatzikos
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Automated prostate segmentation of volumetric CT images using 3D deeply supervised dilated FCN
Author(s): Bo Wang; Yang Lei; Tonghe Wang; Xue Dong; Sibo Tian; Xiaojun Jiang; Ashesh B. Jani; Tian Liu; Walter J. Curran; Pretesh Patel; Xiaofeng Yang
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MRI-based synthetic CT generation using deep convolutional neural network
Author(s): Yang Lei; Tonghe Wang; Yingzi Liu; Kristin Higgins; Sibo Tian; Tian Liu; Hui Mao; Hyunsuk Shim; Walter J. Curran; Hui-Kuo Shu; Xiaofeng Yang
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Montage based 3D medical image retrieval from traumatic brain injury cohort using deep convolutional neural network
Author(s): Cailey I. Kerley; Yuankai Huo; Shikha Chaganti; Shunxing Bao; Mayur B. Patel; Bennett A. Landman
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Reproducibility evaluation of SLANT whole brain segmentation across clinical magnetic resonance imaging protocols
Author(s): Yunxi Xiong; Yuankai Huo; Jiachen Wang; L. Taylor Davis; Maureen McHugo; Bennett A. Landman
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Group-wise alignment of resting fMRI in space and time
Author(s): Haleh Akrami; Anand A. Joshi; Jian Li; Richard M. Leahy
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A robust index for global tissue deformation analysis in ultrasound images
Author(s): Arnaud Brignol; Farida Cheriet; Catherine Laporte
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Nuclei counting in microscopy images with three dimensional generative adversarial networks
Author(s): Shuo Han; Soonam Lee; Chichen Fu; Paul Salama; Kenneth W. Dunn; Edward J. Delp
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Cycle-consistent 3D-generative adversarial network for virtual bowel cleansing in CT colonography
Author(s): Janne J. Näppi; Hiroyuki Yoshida
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Robust discomfort detection for infants using an unsupervised roll estimation
Author(s): Cheng Li; Arash Pourtaherian; W. E. Tjon A Ten; Peter H. N. de With
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Automatic detection of the region of interest in corneal endothelium images using dense convolutional neural networks
Author(s): Juan P. Vigueras-Guillén; Hans G. Lemij; Jeroen van Rooij; Koenraad A. Vermeer; Lucas J. van Vliet
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Pulmonary lobar segmentation from computed tomography scans based on a statistical finite element analysis of lobe shape
Author(s): Yuwen Zhang; Mahyar Osanlouy; Alys R. Clark; Hari Kumar; Clair King; Margaret L. Wilsher; David G. Milne; Eric A. Hoffman; Merryn H. Tawhai
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Fully automated detection and quantification of multiple retinal lesions in OCT volumes based on deep learning and improved DRLSE
Author(s): Liling Guan; Kai Yu; Xinjian Chen
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Is hippocampus getting bumpier with age: a quantitative analysis of fine-scale dentational feature under the hippocampus on 552 healthy subjects
Author(s): Shuxiu Cai; Xiaxia Yu; Qiaochu Zhang; Chuan Huang; Yi Gao
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Local and global transformations to improve learning of medical images applied to chest radiographs
Author(s): Vidya M. S.; Manikanda Krishnan V.; Anirudh G.; Srinivasa Rao Kundeti; Vijayananda J.
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Region-guided adversarial learning for anatomical landmark detection in uterus ultrasound image
Author(s): Hongjoo Lee; Hak Gu Kim; Hyenok Park; Dongkuk Shin; Yong Man Ro
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The impact of MRI-CT registration errors on deep learning-based synthetic CT generation
Author(s): Mateusz C. Florkow; Frank Zijlstra; Linda G. W. Kerkmeijer M.D.; Matteo Maspero; Cornelis A. T. van den Berg; Marijn van Stralen; Peter R. Seevinck
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Evolutionary multi-objective meta-optimization of deformation and tissue removal parameters improves the performance of deformable image registration of pre- and post-surgery images
Author(s): Kleopatra Pirpinia; Peter A. N. Bosman; Jan-Jakob Sonke; Marcel van Herk; Tanja Alderliesten
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Renal parenchyma segmentation from abdominal CT images using multi-atlas method with intensity and shape constraints
Author(s): Hyeonjin Kim; Helen Hong; Kidon Chang; Koon Ho Rha
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Discrimination of benign and malignant pulmonary tumors in computed tomography: effective priori information of fast learning network architecture
Author(s): Hao-Jen Wang; Leng-Rong Chen; Li-Wei Chen; Yi-Chang Chen; Shun-Mao Yang; Mong-Wei Lin; Joseph Chang; Chia-Chen Li; Chia-Yen Lee; Jin-Shing Chen; Yeun-Chung Chang; Chung-Ming Chen
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Constructing an average geometry and diffusion tensor magnetic resonance field from freshly explanted porcine hearts
Author(s): Mia Mojica; Mihaela Pop; Maxime Sermesant; Mehran Ebrahimi
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Orbital bone segmentation in head and neck CT images using multi-gray level fully convolutional networks
Author(s): Min Jin Lee; Helen Hong; Kyu Won Shim; Seongeun Park
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Semi-automatic segmentation of JIA-induced inflammation in MRI images of ankle joints
Author(s): Anqi Wang; Andreas Franke; Stefan Wesarg
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Obtaining the potential number of models/atlases needed for capturing anatomic variations in population images
Author(s): Ze Jin; Jayaram K. Udupa; Drew A. Torigian
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Evaluating the impact of intensity normalization on MR image synthesis
Author(s): Jacob C. Reinhold; Blake E. Dewey; Aaron Carass; Jerry L. Prince
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The utility of deep learning: evaluation of a convolutional neural network for detection of intracranial bleeds on non-contrast head computed tomography studies
Author(s): P. Ojeda; M. Zawaideh; M. Mossa-Basha; D. Haynor
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Offset regression networks for view plane estimation in 3D fetal ultrasound
Author(s): Alexander Schmidt-Richberg; Nicole Schadewaldt; Tobias Klinder; Matthias Lenga; Robert Trahms; Earl Canfield; David Roundhill; Cristian Lorenz
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