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PROCEEDINGS VOLUME 10133

Medical Imaging 2017: Image Processing
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Volume Details

Volume Number: 10133
Date Published: 17 April 2017
Softcover: 97 papers (820) pages
ISBN: 9781510607118

Table of Contents
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Front Matter: Volume 10133
Author(s): Proceedings of SPIE
Fovea detection in optical coherence tomography using convolutional neural networks
Author(s): Bart Liefers; Freerk G. Venhuizen; Thomas Theelen; Carel Hoyng; Bram van Ginneken; Clara I. Sánchez
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Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks
Author(s): Parmeet S. Bhatia; Fitsum Reda; Martin Harder; Yiqiang Zhan; Xiang Sean Zhou
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Marginal shape deep learning: applications to pediatric lung field segmentation
Author(s): Awais Mansoor; Juan J. Cerrolaza; Geovany Perez; Elijah Biggs; Gustavo Nino; Marius George Linguraru
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Accurate segmentation of lung fields on chest radiographs using deep convolutional networks
Author(s): Mohammad R. Arbabshirani; Ahmed H. Dallal; Chirag Agarwal; Aalpan Patel; Gregory Moore
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Intervertebral disc segmentation in MR images with 3D convolutional networks
Author(s): Robert Korez; Bulat Ibragimov; Boštjan Likar; Franjo Pernuš; Tomaž Vrtovec
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An atlas of the (near) future: cognitive computing applications for medical imaging (Conference Presentation)
Author(s): Anne LeGrand
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An iterative method for airway segmentation using multiscale leakage detection
Author(s): Syed Ahmed Nadeem; Dakai Jin; Eric A. Hoffman; Punam K. Saha
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Multi-atlas spleen segmentation on CT using adaptive context learning
Author(s): Jiaqi Liu; Yuankai Huo; Zhoubing Xu; Albert Assad; Richard G. Abramson; Bennett A. Landman
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Multi-atlas segmentation enables robust multi-contrast MRI spleen segmentation for splenomegaly
Author(s): Yuankai Huo; Jiaqi Liu; Zhoubing Xu; Robert L. Harrigan; Albert Assad; Richard G. Abramson; Bennett A. Landman
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Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling
Author(s): Rui Wang; True Price; Qingyu Zhao; Jan-Michael Frahm; Julian Rosenman; Stephen Pizer
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Automatic estimation of retinal nerve fiber bundle orientation in SD-OCT images using a structure-oriented smoothing filter
Author(s): Babak Ghafaryasl; Robert Baart; Johannes F. de Boer; Koenraad A. Vermeer; Lucas J. van Vliet
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Boundary segmentation for fluorescence microscopy using steerable filters
Author(s): David Joon Ho; Paul Salama; Kenneth W. Dunn; Edward J. Delp
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Large deep neural networks for MS lesion segmentation
Author(s): Juan C. Prieto; Michele Cavallari; Miklos Palotai; Alfredo Morales Pinzon; Svetlana Egorova; Martin Styner; Charles R. G. Guttmann
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Generative adversarial networks for brain lesion detection
Author(s): Varghese Alex; Mohammed Safwan K. P.; Sai Saketh Chennamsetty; Ganapathy Krishnamurthi
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Machine learning in a graph framework for subcortical segmentation
Author(s): Zhihui Guo; Satyananda Kashyap; Milan Sonka; Ipek Oguz
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Sulci segmentation using geometric active contours
Author(s): Mahsa Torkaman; Liangjia Zhu; Peter Karasev; Allen Tannenbaum
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Multi-modal and targeted imaging improves automated mid-brain segmentation
Author(s): Andrew J. Plassard; Pierre F. D’Haese; Srivatsan Pallavaram; Allen T. Newton; Daniel O. Claassen; Benoit M. Dawant; Bennett A. Landman
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An algorithm for automatic parameter adjustment for brain extraction in BrainSuite
Author(s): Gautham Rajagopal; Anand A. Joshi; Richard M. Leahy
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Comparison of multi-fiber reproducibility of PAS-MRI and Q-ball with empirical multiple b-value HARDI
Author(s): Vishwesh Nath; Kurt G. Schilling; Justin A. Blaber; Zhaohua Ding; Adam W. Anderson; Bennett A. Landman
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Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI
Author(s): Adora M. DSouza; Anas Z. Abidin; Lutz Leistritz; Axel Wismüller
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Effects of b-value and number of gradient directions on diffusion MRI measures obtained with Q-ball imaging
Author(s): Kurt G. Schilling; Vishwesh Nath; Justin Blaber; Robert L. Harrigan; Zhaohua Ding; Adam W. Anderson; Bennett A. Landman
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A whole brain atlas with sub-parcellation of cortical gyri using resting fMRI
Author(s): Anand A. Joshi; Soyoung Choi; Gaurav Sonkar; Minqi Chong; Jorge Gonzalez-Martinez; Dileep Nair; David W. Shattuck; Hanna Damasio; Richard M. Leahy
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White matter fiber-based analysis of T1w/T2w ratio map
Author(s): Haiwei Chen; Francois Budin; Jean Noel; Juan Carlos Prieto; John Gilmore; Jerod Rasmussen; Pathik D. Wadhwa; Sonja Entringer; Claudia Buss; Martin Styner
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Rapid perfusion quantification using Welch-Satterthwaite approximation and analytical spectral filtering
Author(s): Karthik Krishnan; Kasireddy V. Reddy; Bhavya Ajani; Phaneendra K. Yalavarthy
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Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network
Author(s): Jurica Šprem; Bob D. de Vos; Pim A. de Jong; Max A. Viergever; Ivana Išgum
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Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks
Author(s): Amir H. Abdi; Christina Luong; Teresa Tsang; Gregory Allan; Saman Nouranian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi
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Automatic localization of cochlear implant electrodes in CTs with a limited intensity range
Author(s): Yiyuan Zhao; Benoit M. Dawant; Jack H. Noble
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Fully automated lobe-based airway taper index calculation in a low dose MDCT CF study over 4 time-points
Author(s): Oliver Weinheimer; Mark O. Wielpütz; Philip Konietzke; Claus P. Heussel; Hans-Ulrich Kauczor; Christoph Brochhausen; David Hollemann; Dasha Savage; Craig J. Galbán; Terry E. Robinson
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Segmentation and feature extraction of retinal vascular morphology
Author(s): Henry A. Leopold; Jeff Orchard; John Zelek; Vasudevan Lakshminarayanan
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An octree based approach to multi-grid B-spline registration
Author(s): Pingge Jiang; James A. Shackleford
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Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization
Author(s): Qiangding Wei; Fei Shi; Weifang Zhu; Dehui Xiang; Haoyu Chen; Xinjian Chen
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Active registration models
Author(s): Kasper Marstal; Stefan Klein
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Evaluation of non-rigid registration parameters for atlas-based segmentation of CT images of human cochlea
Author(s): Mai Elfarnawany; S. Riyahi Alam; Sumit K. Agrawal; Hanif M. Ladak
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ACIR: automatic cochlea image registration
Author(s): Ibraheem Al-Dhamari; Sabine Bauer; Dietrich Paulus; Friedrich Lissek; Roland Jacob
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Whole-body diffusion-weighted MR image stitching and alignment to anatomical MRI
Author(s): Jakub Ceranka; Mathias Polfliet; Frederic Lecouvet; Nicolas Michoux; Jef Vandemeulebroucke
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A novel model-based evolutionary algorithm for multi-objective deformable image registration with content mismatch and large deformations: benchmarking efficiency and quality
Author(s): Anton Bouter; Tanja Alderliesten; Peter A. N. Bosman
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Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRI
Author(s): Guang Yang; Xiahai Zhuang; Habib Khan; Shouvik Haldar; Eva Nyktari; Lei Li; Xujiong Ye; Greg Slabaugh; Tom Wong; Raad Mohiaddin; Jennifer Keegan; David Firmin
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Three-dimensional whole breast segmentation in sagittal MR images with dense depth field modeling and localized self-adaptation
Author(s): Dong Wei; Susan Weinstein; Meng-Kang Hsieh; Lauren Pantalone; Mitchell Schnall; Despina Kontos
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An automated segmentation for direct assessment of adipose tissue distribution from thoracic and abdominal Dixon-technique MR images
Author(s): Jason E. Hill; Maria Fernandez-Del-Valle; Ryan Hayden; Sunanda Mitra
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Seed robustness of oriented relative fuzzy connectedness: core computation and its applications
Author(s): Anderson C. M. Tavares; Hans H. C. Bejar; Paulo A. V. Miranda
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Comparison of thyroid segmentation techniques for 3D ultrasound
Author(s): T. Wunderling; B. Golla; P. Poudel; C. Arens; M. Friebe; C. Hansen
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Robust nuclei segmentation in cyto-histopathological images using statistical level set approach with topology preserving constraint
Author(s): Shaghayegh Taheri; Thomas Fevens; Tien D. Bui
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Direct spondylolisthesis identification and measurement in MR/CT using detectors trained by articulated parameterized spine model
Author(s): Yunliang Cai; Stephanie Leung; James Warrington; Sachin Pandey; Olga Shmuilovich; Shuo Li
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Subject-specific longitudinal shape analysis by coupling spatiotemporal shape modeling with medial analysis
Author(s): Sungmin Hong; James Fishbaugh; Morteza Rezanejad; Kaleem Siddiqi; Hans Johnson; Jane Paulsen; Eun Young Kim; Guido Gerig
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Simultaneous segmentation and correspondence improvement using statistical modes
Author(s): Ayushi Sinha; Austin Reiter; Simon Leonard; Masaru Ishii; Gregory D. Hager; Russell H. Taylor
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Improved automatic optic nerve radius estimation from high resolution MRI
Author(s): Robert L. Harrigan; Alex K. Smith; Louise A. Mawn; Seth A. Smith; Bennett A. Landman
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Model-based correction of ultrasound image deformations due to probe pressure
Author(s): Jawad Dahmani; Yvan Petit; Catherine Laporte
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A segmentation editing framework based on shape change statistics
Author(s): Mahmoud Mostapha; Jared Vicory; Martin Styner; Stephen Pizer
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Structural-functional relationships between eye orbital imaging biomarkers and clinical visual assessments
Author(s): Xiuya Yao; Shikha Chaganti; Kunal P. Nabar; Katrina Nelson; Andrew Plassard; Rob L. Harrigan; Louise A. Mawn; Bennett A. Landman
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Tumor propagation model using generalized hidden Markov model
Author(s): Sun Young Park; Dustin Sargent
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A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imaging
Author(s): Fangxu Xing; Jerry L. Prince; Maureen Stone; Van J. Wedeen; Georges El Fakhri; Jonghye Woo
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Multi-atlas-based CT synthesis from conventional MRI with patch-based refinement for MRI-based radiotherapy planning
Author(s): Junghoon Lee; Aaron Carass; Amod Jog; Can Zhao; Jerry L. Prince
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Image enhancement in positron emission mammography
Author(s): Nikolai V. Slavine; Stephen Seiler; Roderick W. McColl; Robert E. Lenkinski
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Scatter correction by non-local techniques
Author(s): Yingying Gu; Jun Zhang; Ping Xue
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Resolution enhancement for x-ray images
Author(s): Hongquan Zuo; Jun Zhang
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Chromaticity based smoke removal in endoscopic images
Author(s): Kevin Tchaka; Vijay M. Pawar; Danail Stoyanov
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Laplacian eigenmaps for multimodal groupwise image registration
Author(s): Mathias Polfliet; Stefan Klein; Wiro J. Niessen; Jef Vandemeulebroucke
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Using flow feature to extract pulsatile blood flow from 4D flow MRI images
Author(s): Zhiqiang Wang; Ye Zhao; Whitney Yu; Xi Chen; Chen Lin; Stephen F. Kralik; Gary D. Hutchins
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Super-resolution convolutional neural network for the improvement of the image quality of magnified images in chest radiographs
Author(s): Kensuke Umehara; Junko Ota; Naoki Ishimaru; Shunsuke Ohno; Kentaro Okamoto; Takanori Suzuki; Naoki Shirai; Takayuki Ishida
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Graph search: active appearance model based automated segmentation of retinal layers for optic nerve head centered OCT images
Author(s): Enting Gao; Fei Shi; Weifang Zhu; Chao Jin; Min Sun; Haoyu Chen; Xinjian Chen
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Fast recovery of compressed multi-contrast magnetic resonance images
Author(s): Alper Güngör; Emre Kopanoğlu; Tolga Çukur; H. Emre Güven
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Evaluation of the sparse coding super-resolution method for improving image quality of up-sampled images in computed tomography
Author(s): Junko Ota; Kensuke Umehara; Naoki Ishimaru; Shunsuke Ohno; Kentaro Okamoto; Takanori Suzuki; Naoki Shirai; Takayuki Ishida
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Motion correction of dynamic contrast enhanced MRI of the liver
Author(s): Mariëlle J. A. Jansen; Wouter B. Veldhuis; Maarten S. van Leeuwen; Josien P. W. Pluim
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Supervised local error estimation for nonlinear image registration using convolutional neural networks
Author(s): Koen A. J. Eppenhof; Josien P. W. Pluim
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Computer aided analysis of prostate histopathology images to support a refined Gleason grading system
Author(s): Jian Ren; Evita Sadimin; David J. Foran; Xin Qi
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Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning
Author(s): Tian Zhou; Ilknur Icke; Belma Dogdas; Sarayu Parimal; Smita Sampath; Joseph Forbes; Ansuman Bagchi; Chih-Liang Chin; Antong Chen
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Random walk and graph cut based active contour model for three-dimension interactive pituitary adenoma segmentation from MR images
Author(s): Min Sun; Xinjian Chen; Zhiqiang Zhang; Chiyuan Ma
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Auto-focused panoramic dental tomosynthesis imaging with exponential polynomial based sharpness indicators
Author(s): Taewon Lee; Yeon Ju Lee; Seungryong Cho
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Blind deconvolution combined with level set method for correcting cupping artifacts in cone beam CT
Author(s): Shipeng Xie; Wenqin Zhuang; Baosheng Li; Peirui Bai; Wenze Shao; Yubing Tong
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Optimized 3D stitching algorithm for whole body SPECT based on transition error minimization (TEM)
Author(s): Xinhua Cao; Xiaoyin Xu; Stephan Voss
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Hyperspectral image processing for detection and grading of skin erythema
Author(s): Ali Madooei; Ramy Mohammed Abdlaty; Lilian Doerwald-Munoz; Joseph Hayward; Mark S. Drew; Qiyin Fang; Josiane Zerubia
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Multi-contrast MRI registration of carotid arteries based on cross-sectional images and lumen boundaries
Author(s): Yu-Xia Wu; Xi Zhang; Xiao-Pan Xu; Yang Liu; Guo-Peng Zhang; Bao-Juan Li; Hui-Jun Chen; Hong-Bing Lu
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Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach
Author(s): Xiangrong Zhou; Ryosuke Takayama; Song Wang; Xinxin Zhou; Takeshi Hara; Hiroshi Fujita
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Microscopic neural image registration based on the structure of mitochondria
Author(s): Huiwen Cao; Hua Han; Qiang Rao; Chi Xiao; Xi Chen
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High precision automated face localization in thermal images: oral cancer dataset as test case
Author(s): M. Chakraborty; S. K. Raman; S. Mukhopadhyay; S. Patsa; N. Anjum; J. G. Ray
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Segmentation of cortical bone using fast level sets
Author(s): Manish Chowdhury; Daniel Jörgens; Chunliang Wang; Örjan Smedby; Rodrigo Moreno
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View-interpolation of sparsely sampled sinogram using convolutional neural network
Author(s): Hoyeon Lee; Jongha Lee; Suengryong Cho
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Deep learning and shapes similarity for joint segmentation and tracing single neurons in SEM images
Author(s): Qiang Rao; Chi Xiao; Hua Han; Xi Chen; Lijun Shen; Qiwei Xie
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Learning deep similarity in fundus photography
Author(s): Piotr Chudzik; Bashir Al-Diri; Francesco Caliva; Giovanni Ometto; Andrew Hunter
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Cascaded deep decision networks for classification of endoscopic images
Author(s): Venkatesh N. Murthy; Vivek Singh; Shanhui Sun; Subhabrata Bhattacharya; Terrence Chen; Dorin Comaniciu
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Personalized design and virtual evaluation of physician-modified stent grafts for juxta-renal abdominal aortic aneurysms
Author(s): Soroosh Sanatkhani; Sanjeev G. Shroff; Prahlad G. Menon
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Multi-scale hippocampal parcellation improves atlas-based segmentation accuracy
Author(s): Andrew J. Plassard; Maureen McHugo; Stephan Heckers; Bennett A. Landman
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Comparison of parametric methods for modeling corneal surfaces
Author(s): Hala Bouazizi; Isabelle Brunette; Jean Meunier
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Accurate bolus arrival time estimation using piecewise linear model fitting
Author(s): Elhassan Abdou; Johan de Mey; Mark De Ridder; Jef Vandemeulebroucke
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A multi-object statistical atlas adaptive for deformable registration errors in anomalous medical image segmentation
Author(s): Samuel Botter Martins; Thiago Vallin Spina; Clarissa Yasuda; Alexandre X. Falcão
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Automatic MR prostate segmentation by deep learning with holistically-nested networks
Author(s): Ruida Cheng; Holger R. Roth; Nathan Lay; Le Lu; Baris Turkbey; William Gandler; Evan S. McCreedy; Peter Choyke; Ronald M. Summers; Matthew J. McAuliffe
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Fully automated lumen segmentation of intracoronary optical coherence tomography images
Author(s): L. S. Athanasiou; Farhad Rikhtegar; Micheli Zanotti Galon; Augusto Celso Lopes; Pedro Alves Lemos; Elazer R. Edelman
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Accurate registration of temporal CT images for pulmonary nodules detection
Author(s): Jichao Yan; Luan Jiang; Qiang Li
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Automatic polyp detection in colonoscopy videos
Author(s): Zijie Yuan; Mohammadhassan IzadyYazdanabadi; Divya Mokkapati; Rujuta Panvalkar; Jae Y. Shin; Nima Tajbakhsh; Suryakanth Gurudu; Jianming Liang
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High frequency ultrasound in-plane registration of deformable finger vessels
Author(s): Chengqian Che; Jihang Wang; Vijay S. Gorantla; John Galeotti
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Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization
Author(s): Jianing Wang; Yuan Liu; Jack H. Noble; Benoit M. Dawant
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A task-related and resting state realistic fMRI simulator for fMRI data validation
Author(s): Jason E. Hill; Xiangyu Liu; Brian Nutter; Sunanda Mitra
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Automatic segmentation of the prostate on CT images using deep learning and multi-atlas fusion
Author(s): Ling Ma; Rongrong Guo; Guoyi Zhang; Funmilayo Tade; David M. Schuster; Peter Nieh; Viraj Master; Baowei Fei
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AWM: Adaptive Weight Matting for medical image segmentation
Author(s): Jieyu Cheng; Mingbo Zhao; Minquan Lin; Bernard Chiu
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Pseudo CT estimation from MRI using patch-based random forest
Author(s): Xiaofeng Yang; Yang Lei; Hui-Kuo Shu; Peter Rossi; Hui Mao; Hyunsuk Shim; Walter J. Curran; Tian Liu
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Semi-automatic 3D lung nodule segmentation in CT using dynamic programming
Author(s): Dustin Sargent; Sun Young Park
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Learning-based interactive segmentation using the maximum mean cycle weight formalism
Author(s): S. Nilufar; D. S. Wang; J. Girgis; C. G. Palii; D. Yang; A. Blais; M. Brand; D. Precup; T. J. Perkins
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Unsupervised quantification of abdominal fat from CT images using Greedy Snakes
Author(s): Chirag Agarwal; Ahmed H. Dallal; Mohammad R. Arbabshirani; Aalpen Patel; Gregory Moore
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