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Medical Imaging 2017: Image Processing: Orlando, Florida, USA
- Martin A. Styner, Elsa D. Angelini:
Medical Imaging 2017: Image Processing, Orlando, Florida, United States, 11-16 February 2017. SPIE Proceedings 10133, SPIE 2017, ISBN 9781510607118 - Front Matter: Volume 10133. 1013301
Deep Neural Networks
- Bart Liefers, Freerk G. Venhuizen, Thomas Theelen, Carel B. Hoyng, Bram van Ginneken
, Clara I. Sánchez:
Fovea detection in optical coherence tomography using convolutional neural networks. 1013302 - Parmeet S. Bhatia, Fitsum A. Reda, Martin Harder, Yiqiang Zhan, Xiang Sean Zhou:
Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks. 1013303 - Awais Mansoor, Juan J. Cerrolaza, Geovanny F. Perez
Marginal shape deep learning: applications to pediatric lung field segmentation. 1013304 - Mohammad R. Arbabshirani, Ahmed H. Dallal
Accurate segmentation of lung fields on chest radiographs using deep convolutional networks. 1013305 - Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Intervertebral disc segmentation in MR images with 3D convolutional networks. 1013306
Keynote and Segmentation I
- Anne LeGrand:
An atlas of the (near) future: cognitive computing applications for medical imaging (Conference Presentation). 1013307 - Syed Ahmed Nadeem, Dakai Jin, Eric A. Hoffman
An iterative method for airway segmentation using multiscale leakage detection. 1013308 - Jiaqi Liu, Yuankai Huo, Zhoubing Xu, Albert Assad, Richard G. Abramson
Multi-atlas spleen segmentation on CT using adaptive context learning. 1013309 - Yuankai Huo, Jiaqi Liu, Zhoubing Xu, Robert L. Harrigan
Multi-atlas segmentation enables robust multi-contrast MRI spleen segmentation for splenomegaly. 101330A
Computer Vision
- Rui Wang, True Price, Qingyu Zhao, Jan-Michael Frahm, Julian G. Rosenman, Stephen M. Pizer:
Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling. 101330B - Babak Ghafaryasl, Robert Baart, Johannes F. de Boer, Koenraad A. Vermeer
Automatic estimation of retinal nerve fiber bundle orientation in SD-OCT images using a structure-oriented smoothing filter. 101330C - David Joon Ho
Boundary segmentation for fluorescence microscopy using steerable filters. 101330E
Segmentation: Brain
- Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova
Large deep neural networks for MS lesion segmentation. 101330F - Alex Varghese, Mohammed Safwan K. P., Sai Saketh Chennamsetty, Ganapathy Krishnamurthi:
Generative adversarial networks for brain lesion detection. 101330G - Zhihui Guo
Machine learning in a graph framework for subcortical segmentation. 101330H - Mahsa Torkaman, Liangjia Zhu, Peter Karasev, Allen R. Tannenbaum:
Sulci segmentation using geometric active contours. 101330I - Andrew J. Plassard, Pierre-François D'Haese, Srivatsan Pallavaram, Allen T. Newton, Daniel O. Claassen, Benoit M. Dawant, Bennett A. Landman:
Multi-modal and targeted imaging improves automated mid-brain segmentation. 101330J - Gautham Rajagopal, Anand A. Joshi
An algorithm for automatic parameter adjustment for brain extraction in BrainSuite. 101330K
Brain: fMRI and DTI
- Vishwesh Nath, Kurt G. Schilling
Comparison of multi-fiber reproducibility of PAS-MRI and Q-ball with empirical multiple b-value HARDI. 101330L - Adora M. DSouza, Anas Z. Abidin
Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI. 101330M - Kurt G. Schilling
Effects of b-value and number of gradient directions on diffusion MRI measures obtained with Q-ball imaging. 101330N - Anand A. Joshi
A whole brain atlas with sub-parcellation of cortical gyri using resting fMRI. 101330O - Haiwei Chen
White matter fiber-based analysis of T1w/T2w ratio map. 101330P
Quantitative Image Analysis
- Karthik Krishnan, Kasireddy V. Reddy, Bhavya Ajani, Phaneendra K. Yalavarthy:
Rapid perfusion quantification using Welch-Satterthwaite approximation and analytical spectral filtering. 101330Q - Jurica Sprem
Classification of coronary artery calcifications according to motion artifacts in chest CT using a convolutional neural network. 101330R - Amir H. Abdi, Christina Luong
Automatic quality assessment of apical four-chamber echocardiograms using deep convolutional neural networks. 101330S - Yiyuan Zhao
Automatic localization of cochlear implant electrodes in CTs with a limited intensity range. 101330T - Oliver Weinheimer, Mark Oliver Wielpütz
Fully automated lobe-based airway taper index calculation in a low dose MDCT CF study over 4 time-points. 101330U - Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
Segmentation and feature extraction of retinal vascular morphology. 101330V
Registration
- Pingge Jiang, James A. Shackleford:
An octree based approach to multi-grid B-spline registration. 101330W - Qiangding Wei, Fei Shi, Weifang Zhu, Dehui Xiang
Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization. 101330X - Kasper Marstal, Stefan Klein:
Active registration models. 101330Y - Mai Elfarnawany, S. Riyahi Alam, Sumit K. Agrawal
Evaluation of non-rigid registration parameters for atlas-based segmentation of CT images of human cochlea. 101330Z - Ibraheem Al-Dhamari
ACIR: automatic cochlea image registration. 1013310 - Jakub Ceranka, Mathias Polfliet, Frédéric Lecouvet, Nicolas Michoux, Jef Vandemeulebroucke
Whole-body diffusion-weighted MR image stitching and alignment to anatomical MRI. 1013311 - Anton Bouter, Tanja Alderliesten
A novel model-based evolutionary algorithm for multi-objective deformable image registration with content mismatch and large deformations: benchmarking efficiency and quality. 1013312
Segmentation II
- Guang Yang, Xiahai Zhuang
Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRI. 1013313 - Dong Wei, Susan Weinstein, Meng-Kang Hsieh, Lauren Pantalone, Mitchell D. Schnall, Despina Kontos:
Three-dimensional whole breast segmentation in sagittal MR images with dense depth field modeling and localized self-adaptation. 1013314 - Jason E. Hill, Maria Fernandez-del-Valle
An automated segmentation for direct assessment of adipose tissue distribution from thoracic and abdominal Dixon-technique MR images. 1013315 - Anderson Carlos Moreira Tavares, Hans Harley Ccacyahuillca Bejar
Seed robustness of oriented relative fuzzy connectedness: core computation and its applications. 1013316 - Tom Wunderling
Comparison of thyroid segmentation techniques for 3D ultrasound. 1013317
Shape
- Shaghayegh Taheri, Thomas Fevens, Tien D. Bui:
Robust nuclei segmentation in cyto-histopathological images using statistical level set approach with topology preserving constraint. 1013318 - Yunliang Cai, Stephanie Leung, James Warrington, Sachin Pandey, Olga Shmuilovich
Direct spondylolisthesis identification and measurement in MR/CT using detectors trained by articulated parameterized spine model. 1013319 - Sungmin Hong, James Fishbaugh, Morteza Rezanejad
Subject-specific longitudinal shape analysis by coupling spatiotemporal shape modeling with medial analysis. 101331A - Ayushi Sinha
Simultaneous segmentation and correspondence improvement using statistical modes. 101331B - Robert L. Harrigan
Improved automatic optic nerve radius estimation from high resolution MRI. 101331C - Jawad Dahmani, Yvan Petit
Model-based correction of ultrasound image deformations due to probe pressure. 101331D
Population-based methods
- Mahmoud Mostapha, Jared Vicory, Martin Styner, Stephen M. Pizer:
A segmentation editing framework based on shape change statistics. 101331E - Xiuya Yao, Shikha Chaganti, Kunal P. Nabar, Katrina Nelson, Andrew J. Plassard, Robert L. Harrigan
Structural-functional relationships between eye orbital imaging biomarkers and clinical visual assessments. 101331F - Sun Young Park, Dustin Sargent:
Tumor propagation model using generalized hidden Markov model. 101331G - Fangxu Xing
A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imaging. 101331H - Junghoon Lee, Aaron Carass, Amod Jog, Can Zhao, Jerry L. Prince:
Multi-atlas-based CT synthesis from conventional MRI with patch-based refinement for MRI-based radiotherapy planning. 101331I
Image Enhancement
- Nikolai V. Slavine, Stephen Seiler, Roderick W. McColl
Image enhancement in positron emission mammography. 101331J - Yingying Gu, Jun Zhang, Ping Xue:
Scatter correction by non-local techniques. 101331K - Hongquan Zuo, Jun Zhang:
Resolution enhancement for x-ray images. 101331L - Kevin Tchaka, Vijay M. Pawar
Chromaticity based smoke removal in endoscopic images. 101331M
Poster Session
- Mathias Polfliet, Stefan Klein, Wiro J. Niessen
Laplacian eigenmaps for multimodal groupwise image registration. 101331N - Zhiqiang Wang, Ye Zhao, Huidan (Whitney) Yu, Xi Chen, Chen Lin, Stephen F. Kralik, Gary D. Hutchins:
Using flow feature to extract pulsatile blood flow from 4D flow MRI images. 101331O - Kensuke Umehara
Super-resolution convolutional neural network for the improvement of the image quality of magnified images in chest radiographs. 101331P - Enting Gao, Fei Shi, Weifang Zhu, Chao Jin, Min Sun, Haoyu Chen
Graph search: active appearance model based automated segmentation of retinal layers for optic nerve head centered OCT images. 101331Q - Alper Güngör
Fast recovery of compressed multi-contrast magnetic resonance images. 101331R - Junko Ota
Evaluation of the sparse coding super-resolution method for improving image quality of up-sampled images in computed tomography. 101331S - Mariëlle J. A. Jansen, Wouter B. Veldhuis, Maarten S. van Leeuwen, Josien P. W. Pluim:
Motion correction of dynamic contrast enhanced MRI of the liver. 101331T - Koen A. J. Eppenhof
Supervised local error estimation for nonlinear image registration using convolutional neural networks. 101331U - Jian Ren, Evita T. Sadimin
Computer aided analysis of prostate histopathology images to support a refined Gleason grading system. 101331V - Tian Zhou, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen:
Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning. 101331W - Min Sun, Xinjian Chen
Random walk and graph cut based active contour model for three-dimension interactive pituitary adenoma segmentation from MR images. 101331X - Taewon Lee, Yeon Ju Lee, Seungryong Cho:
Auto-focused panoramic dental tomosynthesis imaging with exponential polynomial based sharpness indicators. 101331Y - Shi-Peng Xie, Wenqin Zhuang, Baosheng Li, Peirui Bai, Wenze Shao, Yubing Tong:
Blind deconvolution combined with level set method for correcting cupping artifacts in cone beam CT. 101331Z - Xinhua Cao, Xiaoyin Xu, Stephan Voss:
Optimized 3D stitching algorithm for whole body SPECT based on transition error minimization (TEM). 1013321 - Ali Madooei, Ramy Mohammed Abdlaty, Lilian Doerwald-Munoz, Joseph Hayward, Mark S. Drew, Qiyin Fang
Hyperspectral image processing for detection and grading of skin erythema. 1013322 - Yuxia Wu
Multi-contrast MRI registration of carotid arteries based on cross-sectional images and lumen boundaries. 1013323 - Xiangrong Zhou, Ryosuke Takayama, Song Wang
Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach. 1013324 - Huiwen Cao, Hua Han, Qiang Rao, Chi Xiao, Xi Chen:
Microscopic neural image registration based on the structure of mitochondria. 1013325 - Mrityunjoy Chakraborty, Suraj K. Raman, Sudipta Mukhopadhyay
High precision automated face localization in thermal images: oral cancer dataset as test case. 1013326 - Manish Chowdhury
Segmentation of cortical bone using fast level sets. 1013327 - Hoyeon Lee
View-interpolation of sparsely sampled sinogram using convolutional neural network. 1013328 - Qiang Rao, Chi Xiao, Hua Han, Xi Chen, Lijun Shen, Qiwei Xie:
Deep learning and shapes similarity for joint segmentation and tracing single neurons in SEM images. 1013329 - Piotr Chudzik, Bashir Al-Diri, Francesco Calivá, Giovanni Ometto, Andrew Hunter:
Learning deep similarity in fundus photography. 101332A - Venkatesh N. Murthy, Vivek K. Singh, Shanhui Sun, Subhabrata Bhattacharya, Terrence Chen, Dorin Comaniciu
Cascaded deep decision networks for classification of endoscopic images. 101332B - Soroosh Sanatkhani
Personalized design and virtual evaluation of physician-modified stent grafts for juxta-renal abdominal aortic aneurysms. 101332C - Andrew J. Plassard, Maureen McHugo, Stephan Heckers, Bennett A. Landman:
Multi-scale hippocampal parcellation improves atlas-based segmentation accuracy. 101332D - Hala Bouazizi, Isabelle Brunette, Jean Meunier:
Comparison of parametric methods for modeling corneal surfaces. 101332E - Elhassan Abdou, Johan de Mey
Accurate bolus arrival time estimation using piecewise linear model fitting. 101332F - Samuel Botter Martins, Thiago Vallin Spina, Clarissa L. Yasuda
A multi-object statistical atlas adaptive for deformable registration errors in anomalous medical image segmentation. 101332G - Ruida Cheng, Holger R. Roth
Automatic MR prostate segmentation by deep learning with holistically-nested networks. 101332H - Lambros S. Athanasiou, Farhad Rikhtegar
Fully automated lumen segmentation of intracoronary optical coherence tomography images. 101332I - Jichao Yan, Luan Jiang, Qiang Li:
Accurate registration of temporal CT images for pulmonary nodules detection. 101332J - Zijie Yuan, Mohammadhassan Izadyyazdanabadi, Divya Mokkapati, Rujuta Panvalkar, Jae Y. Shin, Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
Automatic polyp detection in colonoscopy videos. 101332K - Chengqian Che, Jihang Wang, Vijay S. Gorantla, John M. Galeotti:
High frequency ultrasound in-plane registration of deformable finger vessels. 101332L - Jianing Wang, Yuan Liu, Jack H. Noble, Benoit M. Dawant:
Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization. 101332M - Jason E. Hill, Xiangyu Liu, Brian Nutter
A task-related and resting state realistic fMRI simulator for fMRI data validation. 101332N - Ling Ma, Rongrong Guo, Guoyi Zhang, Funmilayo Tade, David M. Schuster, Peter Nieh, Viraj Master, Baowei Fei
Automatic segmentation of the prostate on CT images using deep learning and multi-atlas fusion. 101332O - Jieyu Cheng, Mingbo Zhao, Minquan Lin
AWM: Adaptive Weight Matting for medical image segmentation. 101332P - Xiaofeng Yang
Pseudo CT estimation from MRI using patch-based random forest. 101332Q - Dustin Sargent, Sun Young Park:
Semi-automatic 3D lung nodule segmentation in CT using dynamic programming. 101332R - Sharmin Nilufar, Dao Sen Wang, John Girgis
Learning-based interactive segmentation using the maximum mean cycle weight formalism. 101332S - Chirag Agarwal, Ahmed H. Dallal
Unsupervised quantification of abdominal fat from CT images using Greedy Snakes. 101332T
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