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14th ISBI 2017: Melbourne, Australia
- 14th IEEE International Symposium on Biomedical Imaging, ISBI 2017, Melbourne, Australia, April 18-21, 2017. IEEE 2017, ISBN 978-1-5090-1172-8
MRI Reconstruction (Oral Session)
- Arvind Balachandrasekaran, Mathews Jacob
:
Novel structured low-rank algorithm to recover spatially smooth exponential image time series. 1-4 - Gopal Nataraj, Jon-Fredrik Nielsen, Jeffrey A. Fessler:
Dictionary-free MRI parameter estimation via kernel ridge regression. 5-9 - Xu Han, Xiao Yang, Stephen R. Aylward
, Roland Kwitt
, Marc Niethammer:
Efficient registration of pathological images: A joint PCA/image-reconstruction approach. 10-14 - Dongwook Lee
, Jae Jun Yoo
, Jong Chul Ye:
Deep residual learning for compressed sensing MRI. 15-18 - Ukash Nakarmi, Konstantinos Slavakis, Jingyuan Lyu, Leslie Ying
:
M-MRI: A manifold-based framework to highly accelerated dynamic magnetic resonance imaging. 19-22
Microscopy Image Reconstruction (Oral Session)
- Laurène Donati, Masih Nilchian, Michael Unser
, Sylvain Trepout, Cédric Messaoudi, S. Marcoy:
Compressed sensing for dose reduction in STEM tomography. 23-27 - Simon Gazagnes
, Emmanuel Soubies
, Laure Blanc-Féraud:
High density molecule localization for super-resolution microscopy using CEL0 based sparse approximation. 28-31 - William Meiniel, Piernicola Spinicelli, Elsa D. Angelini
, Alexandra Fragola, Vincent Loriette, François Orieux
, Eduardo Sepulveda, Jean-Christophe Olivo-Marin:
Reducing data acquisition for fast Structured Illumination Microscopy using Compressed Sensing. 32-35 - Miroslav Radojevic, Erik Meijering:
Neuron reconstruction from fluorescence microscopy images using sequential Monte Carlo estimation. 36-39 - Alejandro Sune-Aunon, Álvaro Jorge-Peñas, Hans Van Oosterwyck
, Arrate Muñoz-Barrutia:
Super-resolved Traction Force Microscopy over whole cells. 40-43
CT Reconstruction (Oral Session)
- Alejandro Parada-Mayorga, Angela P. Cuadros
, Gonzalo R. Arce
:
Coded aperture design for compressive X-ray tomosynthesis via coherence analysis. 44-47 - Shahar Tsiper, Yonina C. Eldar:
Pseudo-polar reconstruction for tomography. 48-51 - Oliver Taubmann, Mathias Unberath
, Günter Lauritsch, Stephan Achenbach, Andreas K. Maier:
Spatio-temporally regularized 4-D cardiovascular C-arm CT reconstruction using a proximal algorithm. 52-55 - Boliang Yu, Loriane Weber, Alexandra Pacureanu
, Max Langer, Cécile Olivier, Peter Cloetens
, Françoise Peyrin
:
Phase retrieval in 3D X-ray magnified phase nano CT: Imaging bone tissue at the nanoscale. 56-59 - Guangzhao Zhou, Guohao Du, Yudan Wang, Dadong Wang
, Tiqiao Xiao:
A low dose and in-vivo imaging system based on equally sloped tomography. 60-63
Reconstruction - Poster Session 1 (Poster Session)
- Serhat Ilbey
, Can Baris Top
, Tolga Çukur
, Emine Ulku Saritas
, H. Emre Guven:
Image reconstruction for Magnetic Particle Imaging using an Augmented Lagrangian Method. 64-67 - Shuya Ito, Koichi Ito
, Takafumi Aoki, Jun Ohmiya, Satoshi Kondo:
Probe localization using structure from motion for 3D ultrasound image reconstruction. 68-71
Brain MRI - Poster Session 1 (Poster Session)
- Yu Zhao, Xiang Li
, Milad Makkie, Shannon Quinn, Binbin Lin, Jieping Ye, Tianming Liu:
Template-guided Functional Network Identification via Supervised Dictionary Learning. 72-76 - Yann Le Guen
, Guillaume Auzias, Ghislaine Dehaene-Lambertz, François Leroy, Jean-François Mangin, Edouard Duchesnay, Olivier Coulon, Vincent Frouin:
Regional study of the genetic influence on the sulcal pits. 77-80 - Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Yong-Gang Chen, Fengyu Cong
, Vince D. Calhoun:
Model order effects on independent vector analysis applied to complex-valued fMRI data. 81-84 - Bai Ying Lei, Xin Zhao
, Dong Ni, Siping Chen, Tianfu Wang
:
Longitudinal analysis for mild cognitive impairment identification via fused group learning with smooth regularization. 85-88 - Cristina Hilario Gomez, Luca Dodero, Alessandro Gozzi
, Vittorio Murino
, Diego Sona
:
Atlas-free connectivity analysis driven by white matter structure. 89-92 - Dingna Duan, Islem Rekik, Shunren Xia, Weili Lin, John H. Gilmore, Dinggang Shen, Gang Li:
Longitudinal multi-scale mapping of infant cortical folding using spherical wavelets. 93-96 - Amir Fazlollahi
, Scott Ayton, Pierrick Bourgeat
, Parnesh Raniga, Amanda Ng, Jurgen Fripp, David Ames, Colin L. Masters
, Christopher C. Rowe, Victor L. Villemagne, Ashley I. Bush
, Olivier Salvado
:
A normalisation framework for quantitative brain imaging; application to quantitative susceptibility mapping. 97-100 - Emily L. Dennis, Faisal Rashid, Joshua Faskowitz, Yan Jin, Katie L. McMahon, Greig I. de Zubicaray
, Nicholas G. Martin, Ian B. Hickie
, Margaret J. Wright
, Neda Jahanshad, Paul M. Thompson
:
Mapping age effects along fiber tracts in young adults. 101-104 - Emily L. Dennis, Faisal Rashid, Neda Jahanshad, Talin Babikian, Richard Mink, Christopher Babbitt, Jeffrey Johnson, Christopher C. Giza, Robert F. Asarnow, Paul M. Thompson
:
A network approach to examining injury severity in pediatric TBI. 105-108
Breast Machine Learning Poster Session 1 (Poster Session)
- Omer Hadad, Ran Bakalo, Rami Ben-Ari, Sharbell Y. Hashoul, Guy Amit:
Classification of breast lesions using cross-modal deep learning. 109-112 - Hang Min, Shekhar S. Chandra
, Neeraj Dhungel, Stuart Crozier
, Andrew P. Bradley
:
Multi-scale mass segmentation for mammograms via cascaded random forests. 113-117
Computer Assisted Detection and Diagnosis Poster Session 1 (Poster Session)
- Jiawei Ma, Jingliang Dong
, Yidan Shang
, Kiao Inthavong
, Jiyuan Tu, Dennis O. Frank-Ito
:
Numerical air conditioning performance assessment of nasal models with morphologic variations. 118-121 - Ardalan Benam, Mark S. Drew, M. Stella Atkins:
A CBIR system for locating and retrieving pigment network in dermoscopy images using dermoscopy interest point detection. 122-125 - Kai-Kai Shen
, Jurgen Fripp, Kerstin Pannek
, Joanne George
, Paul B. Colditz, Roslyn N. Boyd
, Stephen E. Rose:
A spatio-temporal atlas of neonatal diffusion MRI based on kernel ridge regression. 126-129 - Gustavo Carneiro
, Luke Oakden-Rayner, Andrew P. Bradley
, Jacinto C. Nascimento
, Lyle J. Palmer:
Automated 5-year mortality prediction using deep learning and radiomics features from chest computed tomography. 130-134 - Zhexiao Guo, Minmin Shen, Le Duan, Yongjin Zhou, Jianghuai Xiang, Huijun Ding, Shifeng Chen, Oliver Deussen, Guo Dan:
Deep assessment process: Objective assessment process for unilateral peripheral facial paralysis via deep convolutional neural network. 135-138 - Donghuan Lu, Gavin Weiguang Ding, Andrew B. Merkur, Marinko V. Sarunic
, Mirza Faisal Beg
:
Multiple instance learning for age-related macular degeneration diagnosis in optical coherence tomography images. 139-142
CT Machine Learning Poster Session 1 (Poster Session)
- Hu Chen, Yi Zhang
, Weihua Zhang, Peixi Liao, Ke Li, Jiliu Zhou, Ge Wang
:
Low-dose CT denoising with convolutional neural network. 143-146 - Xiao Li, Michele Guindani
, Chaan S. Ng, Brian P. Hobbs:
Classification of adrenal lesions through spatial Bayesian modeling of GLCM. 147-151
Histopathology Machine Learning - Poster Session 1 (Poster Session)
- Luong Nguyen, Akif Burak Tosun, Jeffrey L. Fine, D. Lansing Taylor
, S. Chakra Chennubhotla:
Architectural patterns for differential diagnosis of proliferative breast lesions from histopathological images. 152-155 - Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng
, Huaqiang Shi:
Proposing regions from histopathological whole slide image for retrieval using Selective Search. 156-159 - Francesco Ciompi
, Oscar Geessink, Babak Ehteshami Bejnordi, Gabriel Silva de Souza, Alexi Baidoshvili, Geert Litjens
, Bram van Ginneken
, Iris Nagtegaal
, Jeroen van der Laak
:
The importance of stain normalization in colorectal tissue classification with convolutional networks. 160-163
Interventional Imaging - Poster Session 1 (Poster Session)
- Aleksandar Babic, Hans Henrik Odland, Olivier Gérard, Eigil Samset
:
Left-ventricle to coronary venous tree 3D fusion for cardiac resynchronization therapy applications. 164-168 - Zhe Min, Max Q.-H. Meng:
General first-order TRE model when using a coordinate reference frame for rigid point-based registration. 169-173
Miscellaneous Machine Learning - Poster Session 1 (Poster Session)
- Éloïse Grossiord, Hugues Talbot
, Nicolas Passat, Michel Meignan, Laurent Najman
:
Automated 3D lymphoma lesion segmentation from PET/CT characteristics. 174-178 - Xiao Jia, Max Q.-H. Meng:
A study on automated segmentation of blood regions in Wireless Capsule Endoscopy images using fully convolutional networks. 179-182 - Haohan Li, Zhaozheng Yin, Yingke Xu
:
Automated vesicle fusion detection using Convolutional Neural Networks. 183-187 - Chunjuan Bo, Xin Liang, Peng Chu, Jonathan Xu, Dong Wang, Jie Yang, Vasileios Megalooikonomou, Haibin Ling:
Osteoporosis prescreening using dental panoramic radiographs feature analysis. 188-191
MRI Machine Learning - Poster Session 1 (Poster Session)
- Yani Chen, Bibo Shi, Zhewei Wang, Pin Zhang, Charles D. Smith, Jundong Liu:
Hippocampus segmentation through multi-view ensemble ConvNets. 192-196 - Chi-Hieu Pham
, Aurélien Ducournau, Ronan Fablet
, François Rousseau
:
Brain MRI super-resolution using deep 3D convolutional networks. 197-200
Nuclear Imaging - Poster Session 1 (Poster Session)
- Mohamed Almekkawy
, Emad S. Ebbini
:
Two-dimensional speckle tracking using parabolic polynomial expansion with Riesz transform. 201-205
Optical Image Analysis - Poster Session 1 (Poster Session)
- Ihor Smal, Sreya Basu, Laura Sayas, Niels Galjart, Erik Meijering:
Gaussian processes for trajectory analysis in microtubule tracking applications. 206-209 - Élodie Puybareau, Hugues Talbot
, Laurent Najman
:
Periodic area-of-motion characterization for bio-medical applications. 210-214
Pattern Recognition and Classification - Poster Session 1 (Poster Session)
- Asghar Tabatabaei Balaei, Kate Sutherland
, Peter A. Cistulli, Philip de Chazal
:
Automatic detection of obstructive sleep apnea using facial images. 215-218
Registration and Motion Compensation - Poster Session 1 (Poster Session)
- Daniel Schmitter, Michael Unser
:
Closed-form alignment of active surface models using splines. 219-222 - Hongzhi Wang, Prasanth Prasanna, Tanveer F. Syeda-Mahmood:
Fast anatomy segmentation by combining low resolution multi-atlas label fusion with high resolution corrective learning: An experimental study. 223-226 - Mathias Unberath
, Oliver Taubmann, Bastian Bier, Tobias Geimer, Michaela M. Hell, Stephan Achenbach, Andreas K. Maier:
Respiratory motion compensation in rotational angiography: Graphical model-based optimization of auto-focus measures. 227-230 - Francesco Sforazzini, Zhaolin Chen
, Jakub Baran
, Jason Bradley, Alexandra Carey, N. Jon Shah
, Gary F. Egan
:
MR-based attenuation map re-alignment and motion correction in simultaneous brain MR-PET imaging. 231-234
Restoration Poster Session 1 (Poster Session)
- Xiaochen Zhang, Justin W. L. Wan:
Image restoration of medical images with streaking artifacts by Euler's elastica inpainting. 235-239 - Jeremy J. Dahl
, You Li
:
Coherent color flow imaging: Velocity estimation using coherent signals. 240-243 - Philipp Flotho, Alejandro Romero, Karsten Schwerdtfeger, Matthias Hulser, Daniel J. Strauss:
Energy based selective averaging approach for multi-trial optical imaging recordings. 244-247
Retinal Machine Learning - Poster Session 1 (Poster Session)
- Avijit Dasgupta, Sonam Singh:
A fully convolutional neural network based structured prediction approach towards the retinal vessel segmentation. 248-251
Segmentation - Poster Session 1 (Poster Session)
- Julie Robic, Benjamin Perret, Alex Nkengne
, Michel Couprie, Hugues Talbot
:
Classification of the dermal-epidermal junction using in-vivo confocal microscopy. 252-255 - Behzad Bozorgtabar
, Zongyuan Ge
, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi:
Investigating deep side layers for skin lesion segmentation. 256-260 - Shenhai Zheng
, Bin Fang, Laquan Li, Mingqi Gao, Hongsuo Zhang, Hengxin Chen, Yi Wang:
A novel variational method for liver segmentation based on statistical shape model prior and enforced local statistical feature. 261-264 - Hui Tang, Mehdi Moradi, Prasanth Prasanna, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
An algorithm for fully automatic detection of calcium in chest CT imaging. 265-269 - Olivier Cros, Michael Gaihede, Anders Eklund
, Hans Knutsson:
Surface and curve skeleton from a structure tensor analysis applied on mastoid air cells in human temporal bones. 270-274
Ultrasound - Poster Session 1 (Poster Session)
- Enoch Jing-Han Chang, Yuexin Guo, Wei-Ning Lee
:
Shear wave elastography for the characterization of arterial wall stiffness: A thin-plate phantom and ex vivo aorta study. 275-278
Ultrasound Machine Learning - Poster Session 1 (Poster Session)
- Padraig T. Looney, Gordon N. Stevenson
, Kypros H. Nicolaides, Walter Plasencia, Malid Molloholli, Stavros Natsis, Sally L. Collins
:
Automatic 3D ultrasound segmentation of the first trimester placenta using deep learning. 279-282 - Nitin Singhal, Suvadip Mukherjee, Christian Perrey:
Automated assessment of endometrium from transvaginal ultrasound using Deep Learned Snake. 283-286
Skin Machine Learning (Oral Session)
- Sergey Demyanov, Rajib Chakravorty, Zongyuan Ge
, SeyedBehzad Bozorgtabar, Michelle Pablo, Adrian Bowling, Rahil Garnavi:
Tree-loss function for training neural networks on weakly-labelled datasets. 287-291 - Mohammed Hassan Attia
, Mohammed Hossny
, Saeid Nahavandi, Anousha Yazdabadi:
Skin melanoma segmentation using recurrent and convolutional neural networks. 292-296 - Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Avila
, Eduardo Valle
:
Knowledge transfer for melanoma screening with deep learning. 297-300 - Zhen Yu, Dong Ni, Siping Chen, Jing Qin, Shengli Li
, Tianfu Wang
, Bai Ying Lei:
Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector. 301-304
MRI Segmentation (Oral Session)
- Gabriel Maicas, Gustavo Carneiro
, Andrew P. Bradley
:
Globally optimal breast mass segmentation from DCE-MRI using deep semantic segmentation as shape prior. 305-309 - Neeraj Dhungel, Gustavo Carneiro
, Andrew P. Bradley
:
Fully automated classification of mammograms using deep residual neural networks. 310-314 - Bhavya Ajani, Karthik Krishnan:
Automatic and interactive prostate segmentation in MRI using learned contexts on a sparse graph template. 315-318 - Harshit Gupta, Daniel Schmitter, Virginie Uhlmann
, Michael Unser
:
General surface energy for spinal cord and aorta segmentation. 319-322 - Alessio Virzi, Jean-Baptiste Marret, Cécile Olivia Muller, Laureline Berteloot, Nathalie Boddaert, Sabine Sarnacki
, Isabelle Bloch:
A new method based on template registration and deformable models for pelvic bones semi-automatic segmentation in pediatric MRI. 323-326
Microscopy and Histology Machine Learning (Oral Session)
- Felix Gonda, Verena Kaynig, Thouis R. Jones
, Daniel Haehn
, Jeff W. Lichtman, Toufiq Parag, Hanspeter Pfister
:
ICON: An interactive approach to train deep neural networks for segmentation of neuronal structures. 327-331 - Laura J. Brattain, Brian A. Telfer
, Siddharth Samsi, Taeyun Ku, Heejin Choi, Kwanghun Chung:
Automated dense neuronal fiber tracing and connectivity mapping at cellular level. 332-336 - Shan-E-Ahmed Raza
, Linda Cheung, David B. A. Epstein, Stella Pelengaris, Michael Khan, Nasir M. Rajpoot
:
MIMO-Net: A multi-input multi-output convolutional neural network for cell segmentation in fluorescence microscopy images. 337-340 - Thomas Wollmann
, Karl Rohr:
Deep residual Hough voting for mitotic cell detection in histopathology images. 341-344 - Daniel F. Gonzalez Obando
, Astri Frafjord, Inger Oynebraten
, Alexandre Corthay
, Jean-Christophe Olivo-Marin, Vannary Meas-Yedid:
Multi-staining registration of large histology images. 345-348
Brain Connectivity (Oral Session)
- Carolyn D. Langen, Gennady V. Roshchupkin, Hieab H. Adams, Marius de Groot, Frans Vos, Meike W. Vernooij, Mohammad Arfan Ikram, Wiro J. Niessen:
Heritability of connectivity and disconnectivity of the brain in a population-based study. 349-353 - Sofia Ira Ktena
, Salim Arslan
, Sarah Parisot, Daniel Rueckert:
Exploring heritability of functional brain networks with inexact graph matching. 354-357 - Thomas Bolton
, Dimitri Van De Ville
:
Sparse coupled hidden Markov models shed light on resting-state fMRI cross-network interactions. 358-361 - Mustafa S. Salman
, Yuhui Du, Eswar Damaraju, Qiu-Hua Lin, Vince D. Calhoun
:
Group information guided ICA shows more sensitivity to group differences than dual-regression. 362-365 - Carolyn D. Langen, Meike W. Vernooij, Lotte G. M. Cremers, Wyke Huizinga, Marius de Groot, Mohammad Arfan Ikram, Tonya White
, Wiro J. Niessen:
The structural disconnectome: A pathology-sensitive extension of the structural connectome. 366-370
CT Machine Learning (Oral Session)
- Prasad N. Samarakoon, Emmanuel Promayon
, Céline Fouard
:
Light Random Regression Forests for automatic multi-organ localization in CT images. 371-374 - Jingkuan Song, Jie Yang, Benjamin M. Smith, Pallavi P. Balte
, Eric A. Hoffman
, R. Graham Barr, Andrew F. Laine, Elsa D. Angelini
:
Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study. 375-378 - Xiaojie Huang, Junjie Shan
, Vivek Vaidya:
Lung nodule detection in CT using 3D convolutional neural networks. 379-383 - Pietro Nardelli, Daniel Jimenez-Carretero
, David Bermejo-Peláez
, María J. Ledesma-Carbayo
, Farbod N. Rahaghi, Raúl San José Estépar
:
Deep-learning strategy for pulmonary artery-vein classification of non-contrast CT images. 384-387 - Karthik Chellamuthu, Jiamin Liu, Jianhua Yao
, Mohammadhadi Bagheri, Le Lu
, Veit Sandfort, Ronald M. Summers:
Atherosclerotic vascular calcification detection and segmentation on low dose computed tomography scans using convolutional neural networks. 388-391
Segmentation in Light Microscopy (Oral Session)
- Peter Markowsky, Svenja Reith
, Tabea E. Zuber, Rainer König, Karl Rohr, Christoph Schnörr:
Segmentation of cell structures using Model-Based Set Covering with iterative reweighting. 392-396 - Tamal Batabyal, Scott T. Acton:
NeuroSoL: Automated classification of neurons using the sorted Laplacian of a graph. 397-400 - Dmitrij Schlesinger, Florian Jug
, Gene Myers, Carsten Rother, Dagmar Kainmueller
:
Crowd sourcing image segmentation with iaSTAPLE. 401-405 - Ling Zhang, Milan Sonka, Le Lu
, Ronald M. Summers, Jianhua Yao
:
Combining fully convolutional networks and graph-based approach for automated segmentation of cervical cell nuclei. 406-409 - Sarun Gulyanon
, Nima Sharifai, Michael D. Kim
, Akira Chiba, Gavriil Tsechpenakis:
Neurite reconstruction from time-lapse sequences using co-segmentation. 410-414
Registration in Microscopy Imaging (Oral Session)
- Sharib Ali
, Karl Rohr, Markus Axer
, Katrin Amunts, Roland Eils, Stefan Wörz:
Registration of ultra-high resolution 3D PLI data of human brain sections to their corresponding high-resolution counterpart. 415-419 - Qi Gao, Karl Rohr:
Optical flow-based non-rigid registration of cell nuclei: Global model with adaptively weighted regularization. 420-423 - Blair J. Rossetti
, Fusheng Wang
, Pengyue Zhang, George Teodoro, Daniel J. Brat, Jun Kong:
Dynamic registration for gigapixel serial whole slide images. 424-428 - Ignacio Arganda-Carreras
, D. G. Gordon, S. Arganda, M. Beaudoin, J. F. A. Traniello:
Group-wise 3D registration based templates to study the evolution of ant worker neuroanatomy. 429-432 - Grégoire Malandain, Gael Michelin
:
Coherent temporal extrapolation of labeled images. 433-436
MRI Machine Learning I (Oral Session)
- Raghav Mehta, Jayanthi Sivaswamy:
M-net: A Convolutional Neural Network for deep brain structure segmentation. 437-440 - Christoph D. Hofer, Roland Kwitt
, Yvonne Höller
, Eugen Trinka, Andreas Uhl:
Simple domain adaptation for cross-dataset analyses of brain MRI data. 441-445 - Jie Zhang, Yonghui Fan, Qingyang Li, Paul M. Thompson
, Jieping Ye, Yalin Wang
:
Empowering cortical thickness measures in clinical diagnosis of Alzheimer's disease with spherical sparse coding. 446-450 - Dmitry Petrov, Boris Gutman, Alexander Ivanov, Joshua Faskowitz, Neda Jahanshad, Mikhail Belyaev
, Paul M. Thompson
:
Structural connectome validation using pairwise classification. 451-455 - Xiao Zheng, Jun Shi, Qi Zhang, Shihui Ying, Yan Li:
Improving MRI-based diagnosis of Alzheimer's disease via an ensemble privileged information learning algorithm. 456-459
fMRI Analysis (Oral Session)
- Brandalyn C. Riedel, Neda Jahanshad, Paul M. Thompson
:
Graph theoretical approaches towards understanding differences in frontoparietal and default mode networks in Autism. 460-463 - Gowtham Murugesan
, Afarin Famili, Elizabeth M. Davenport
, Benjamin C. Wagner, Jillian Urban, Mireille Kelley, Derek Jones, Christopher T. Whitlow, Joel D. Stitzel, Joseph A. Maldjian
, Albert Montillo:
Changes in resting state MRI networks from a single season of football distinguishes controls, low, and high head impact exposure. 464-467 - Nandakishor Desai, Abd-Krim Seghouane
, Marimuthu Palaniswami
:
Multisubject fMRI data analysis via two dimensional multi-set canonical correlation analysis. 468-471 - Younes Farouj, Fikret Isik Karahanoglu
, Dimitri Van De Ville
:
Regularized spatiotemporal deconvolution of fMRI data using gray-matter constrained total variation. 472-475 - Jian Li, Richard M. Leahy:
Parameter selection for optimized non-local means filtering of task fMRI. 476-480
Registration and Motion Compensation - Poster Session 2 (Poster Session)
- Yuru Pei, Yunai Yi, Gui Chen, Tianmin Xu, Hongbin Zha, Gengyu Ma:
Voxel-wise correspondence of cone-beam computed tomography images by cascaded randomized forest. 481-484 - Yu Zhao, Shu Zhang, Hanbo Chen, Wei Zhang, Jinglei Lv
, Xi Jiang
, Dinggang Shen, Tianming Liu:
A novel framework for groupwise registration of fMRI images based on common functional networks. 485-489 - Pierre-Henri Conze, Florian Tilquin, Vincent Noblet, François Rousseau
, Fabrice Heitz
, Patrick Pessaux:
Hierarchical multi-scale supervoxel matching using random forests for automatic semi-dense abdominal image registration. 490-493 - Christopher Syben, Bastian Bier, Martin Berger, André Aichert, Rebecca Fahrig, Garry Gold, Marc E. Levenston
, Andreas K. Maier:
JOINT calibration and motion estimation in weight-bearing cone-beam CT of the knee joint using fiducial markers. 494-497 - Hua Zhang, Xi Tao, Genggeng Qin
, Jianhua Ma, Qianjin Feng, Wufan Chen:
A simple respiratory motion analysis method for chest tomosynthesis. 498-501
Brain MRI - Poster Session 2 (Poster Session)
- Benjamin S. C. Wade
, Jing Sui
, Stephanie Njau, Amber M. Leaver, Megha Vasvada, Boris A. Gutman, Paul M. Thompson
, Randall Espinoza, Roger P. Woods, Christopher C. Abbott, Katherine L. Narr, Shantanu H. Joshi:
Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms. 502-506 - Liang Sun, Wei Shao, Daoqiang Zhang:
High-order boltzmann machine-based unsupervised feature learning for multi-atlas segmentation. 507-510 - Xiuchao Sui
, Shaohua Li, Jagath C. Rajapakse
:
Detecting functional modules of the brain using eigen value decomposition of the signless Laplacian. 511-514 - Jagath C. Rajapakse
, Sukrit Gupta, Xiuchao Sui
:
Fitting networks models for functional brain connectivity. 515-519 - Wen Zhang
, Jie Shi, Jun Yu, Liang Zhan, Paul M. Thompson
, Yalin Wang
:
Enhancing diffusion MRI measures by integrating grey and white matter morphometry with hyperbolic wasserstein distance. 520-524 - Amanmeet Garg, Donghuan Lu, Karteek Popuri, Mirza Faisal Beg
:
Brain geometry persistent homology marker for Parkinson's disease. 525-528 - Muhammad Naveed Iqbal Qureshi, Hang Joon Jo, Boreom Lee:
ADHD subgroup discrimination with global connectivity features using hierarchical extreme learning machine: Resting-state FMRI study. 529-532 - Xiao Li, Tuo Zhang, Qinglin Dong, Shu Zhang, Xintao Hu
, Lei Du, Lei Guo, Tianming Liu:
Predicting cortical 3-hinge locations via structural connective features. 533-537
Reconstruction - Poster Session 2 (Poster Session)
- Berkay Kanberoglu, Priya Nair, David H. Frakes:
An optical flow-based approach for the interpolation of minimally divergent velocimetry data. 538-542 - Davood Karimi, Rabab K. Ward:
Image reconstruction in computed tomography using variance-reduced stochastic gradient descent. 543-547 - Taweechai Ouypornkochagorn
:
Constrained modeling for image reconstruction in the application of Electrical Impedance Tomography to the head. 548-551
Breast Machine Learning Poster Session 2 (Poster Session)
- Rami Ben-Ari, Ayelet Akselrod-Ballin, Leonid Karlinsky, Sharbell Y. Hashoul:
Domain specific convolutional neural nets for detection of architectural distortion in mammograms. 552-556
Computer Assisted Detection and Diagnosis Poster Session 2 (Poster Session)
- Ehsan Dehghan, Hongzhi Wang, Tanveer F. Syeda-Mahmood:
Automatic detection of aortic dissection in contrast-enhanced CT. 557-560 - Lei Bi
, Jinman Kim, Euijoon Ahn
, Dagan Feng, Michael J. Fulham
:
Semi-automatic skin lesion segmentation via fully convolutional networks. 561-564 - Afaf Tareef
, Yang Song
, Dagan Feng, Mei Chen, Weidong Cai:
Automated multi-stage segmentation of white blood cells via optimizing color processing. 565-568 - Dongdong Yu, Mu Zhou, Feng Yang, Di Dong, Olivier Gevaert
, Zaiyi Liu, Jingyun Shi, Jie Tian:
Convolutional neural networks for predicting molecular profiles of non-small cell lung cancer. 569-572 - Johannes Bopp, Peter Bartl, Ludwig Ritschl, Marcus Radicke, Andreas K. Maier, Gisela Anton
, Christian Riess
:
Towards cartilage diagnosis in X-ray phase-contrast interferometry. 573-577
CT Machine Learning Poster Session 2 (Poster Session)
- Pengyue Zhang, Fusheng Wang
, Yefeng Zheng
:
Self supervised deep representation learning for fine-grained body part recognition. 578-582 - Hansang Lee, Helen Hong, Junmo Kim:
Detection and segmentation of small renal masses in contrast-enhanced CT images using texture and context feature classification. 583-586
EEG and MEG - Poster Session 2 (Poster Session)
- Afarin Famili, Gowtham Krishnan Murugesan, Elizabeth M. Davenport
, James Germi, Benjamin C. Wagner, Bradley Lega, Albert Montillo:
Automatic identification of successful memory encoding in stereo-eeg of refractory, mesial temporal lobe epilepsy. 587-590
Histopathology Machine Learning - Poster Session 2 (Poster Session)
- Péter Bándi, Rob van de Loo, Milad Intezar, Daan Geijs, Francesco Ciompi
, Bram van Ginneken
, Jeroen van der Laak
, Geert Litjens
:
Comparison of different methods for tissue segmentation in histopathological whole-slide images. 591-595 - Erwan Zerhouni, Bogdan Prisacari, Qing Zhong
, Peter Wild, Maria Gabrani:
Disease grading of heterogeneous tissue using convolutional autoencoder. 596-599 - Yang Song
, Ju Jia Zou, Hang Chang, Weidong Cai
:
Adapting fisher vectors for histopathology image classification. 600-603
Interventional Imaging - Poster Session 2 (Poster Session)
- Pawel Kozlowski, Stig Urheim, Eigil Samset
:
Evaluation of a multi-view autostereoscopic real-time 3D ultrasound system for minimally invasive cardiac surgery guidance. 604-607 - Yihui Cao, Qinhua Jin, Yundai Chen, Qinye Yin, Xianjing Qin, Jianan Li, Rui Zhu, Wei Zhao:
Automatic identification of side branch and main vascular measurements in intravascular optical coherence tomography images. 608-611
Miscellaneous Machine Learning - Poster Session 2 (Poster Session)
- Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin:
Aneurysm detection in 3D cerebral angiograms based on intra-vascular distance mapping and convolutional neural networks. 612-615 - Shuhang Chen, Prashnna K. Gyawali, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang:
Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms. 616-619 - Sheng Wang, Ashwin Raju, Junzhou Huang
:
Deep learning based multi-label classification for surgical tool presence detection in laparoscopic videos. 620-623 - Carl Azzopardi, Yulia A. Hicks
, Kenneth P. Camilleri
:
Automatic Carotid ultrasound segmentation using deep Convolutional Neural Networks and phase congruency maps. 624-628 - Aritra Chowdhury, Dmitry V. Dylov
, Qing Li, Michael MacDonald, Dan E. Meyer
, Michael Marino, Alberto Santamaría-Pang:
Blood vessel characterization using virtual 3D models and convolutional neural networks in fluorescence microscopy. 629-632 - Joris Roels, Jonas De Vylder, Jan Aelterman, Yvan Saeys
, Wilfried Philips:
Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy. 633-637
MRI Machine Learning - Poster Session 2 (Poster Session)
- Sebastian R. van der Voort
, Renske Gahrmann, Martin J. van den Bent
, Arnaud J. P. E. Vincent, Wiro J. Niessen, Marion Smits
, Stefan Klein
:
Radiogenomic classification of the 1p/19q status in presumed low-grade gliomas. 638-641 - Yohannes Tsehay, Nathan Lay, Xiaosong Wang
, Jin Tae Kwak
, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Ronald M. Summers:
Biopsy-guided learning with deep convolutional neural networks for Prostate Cancer detection on multiparametric MRI. 642-645
Optical Image Analysis - Poster Session 2 (Poster Session)
- Yu Qiang, Ji Young Lee, Ralf Bartenschlager, Karl Rohr:
Colocalization analysis and particle tracking in multi-channel fluorescence microscopy images. 646-649 - Florence Yellin, Benjamin D. Haeffele, René Vidal:
Blood cell detection and counting in holographic lens-free imaging by convolutional sparse dictionary learning and coding. 650-653
Pattern Recognition and Classification - Poster Session 2 (Poster Session)
- Tejal Bhamre, Zhizhen Zhao, Amit Singer
:
Mahalanobis distance for class averaging of cryo-EM images. 654-658 - Fotios Tagkalakis, Dimitrios Vlachakis
, Vasileios Megalooikonomou, Athanassios Skodras
:
A novel approach to finger vein authentication. 659-662
Ultrasound Machine Learning - Poster Session 2 (Poster Session)
- Lingyun Wu, Yang Xin, Shengli Li
, Tianfu Wang
, Pheng-Ann Heng
, Dong Ni:
Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation. 663-666 - Mehdi Moradi, Yufan Guo, Yaniv Gur, Tanveer F. Syeda-Mahmood:
Automatic labeling of continuous wave Doppler images based on combined image and sentence networks. 667-670 - Vaanathi Sundaresan
, Christopher P. Bridge
, Christos Ioannou, J. Alison Noble
:
Automated characterization of the fetal heart in ultrasound images using fully convolutional neural networks. 671-674
Ultrasound - Poster Session 2 (Poster Session)
- Yang Zheng, Xian Long
, Craig T. Jin
, Ralph Nanan
, Alistair Lee McEwan
:
Apparent backscatter of cancellous bone from fundamental and second harmonics using an ultrasound imaging system. 675-679
Restoration Poster Session 2 (Poster Session)
- Tonghe Wang
, Lei Zhu:
Image-domain non-uniformity correction for cone-beam CT. 680-683 - James Cunningham, Justice Lee, Thyagarajan Subramanian
, Mohamed Almekkawy
:
Transcranial enhanced Ultrasound Imaging of induced substantia nigra in brain using adaptive Third Order Volterra Filter: In-vivo results. 684-687
Retinal Machine Learning - Poster Session 2 (Poster Session)
- Appan K. Pujitha, Gamalapati S. Jahnavi, Jayanthi Sivaswamy:
Detection of neovascularization in retinal images using semi-supervised learning. 688-691 - Rashmi Panda
, Niladri B. Puhan, Aparna Rao, Debananda Padhy, Ganapati Panda
:
Recurrent neural network based retinal nerve fiber layer defect detection in early glaucoma. 692-695
MRI Poster Session 2 (Poster Session)
- Alper Gungor
, Emre Kopanoglu, Tolga Çukur
, H. Emre Guven:
A synthesis-based approach to compressive multi-contrast magnetic resonance imaging. 696-699 - Greg Ongie
, Junyun Shi, Jeffrey A. Fessler:
Efficient computation of regularized field map estimates in 3D. 700-703
Segmentation - Poster Session 2 (Poster Session)
- Chichen Fu, David Joon Ho
, Shuo Han, Paul Salama
, Kenneth W. Dunn, Edward J. Delp
:
Nuclei segmentation of fluorescence microscopy images using convolutional neural networks. 704-708 - Soonam Lee
, Paul Salama
, Kenneth W. Dunn, Edward J. Delp
:
Segmentation of fluorescence microscopy images using three dimensional active contours with inhomogeneity correction. 709-713 - Michael R. Nowak, Donghyeop Han, Yoonsuck Choe:
Biologically grounded synthetic cerebrovasculature models for validation of segmentation algorithms. 714-717 - Pengyue Zhang, Fusheng Wang
, George Teodoro, Yanhui Liang, Daniel J. Brat, Jun Kong:
Automated level set segmentation of histopathologic cells with sparse shape prior support and dynamic occlusion constraint. 718-722
Light Imaging Restoration (Oral Session)
- Jizhou Li
, Florian Luisier, Thierry Blu:
Pure-let deconvolution of 3D fluorescence microscopy images. 723-727 - Lucio Azzari
, Alessandro Foi
:
Variance stabilization in Poisson image deblurring. 728-731 - Ayush Baid, Alankar Kotwal, Riddhish Bhalodia, S. N. Merchant, Suyash P. Awate
:
Joint desmoking, specularity removal, and denoising of laparoscopy images via graphical models and Bayesian inference. 732-736 - Abib Alimi, Marco Pizzolato
, Rutger Henri Jacques Fick, Rachid Deriche
:
Solving the inclination sign ambiguity in three dimensional Polarized Light Imaging with a PDE-based method. 737-740 - Benjamin D. Haeffele, Sophie Roth, Lin Zhou, René Vidal:
Removal of the twin image artifact in holographic lens-free imaging by sparse dictionary learning and coding. 741-744
MRI Machine Learning II (Oral Session)
- Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch:
Classification of MRI data using deep learning and Gaussian process-based model selection. 745-748 - Ruida Cheng, Nathan Lay, Francesca Mertan, Baris Turkbey, Holger R. Roth
, Le Lu
, William Gandler, Evan S. McCreedy, Thomas Pohida, Peter L. Choyke, Matthew J. McAuliffe, Ronald M. Summers:
Deep learning with orthogonal volumetric HED segmentation and 3D surface reconstruction model of prostate MRI. 749-753 - Thomas Kustner, Philip Wolf, Martin Schwartz, Annika Liebgott
, Fritz Schick, Sergios Gatidis
, Bin Yang:
An easy-to-use image labeling platform for automatic magnetic resonance image quality assessment. 754-757 - Fahmi Khalifa
, Mohamed Shehata, Ahmed Soliman
, Mohamed Abou El-Ghar
, Tarek Eldiasty, Amy C. Dwyer, Moumen T. El-Melegy
, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
:
A generalized MRI-based CAD system for functional assessment of renal transplant. 758-761 - Haozhe Jia
, Yong Xia, Tom Weidong Cai, Michael J. Fulham
, David Dagan Feng:
Prostate segmentation in MR images using ensemble deep convolutional neural networks. 762-765
MRI Diffusion (Oral Session)
- Rutger Henri Jacques Fick, Neda Sepasian, Marco Pizzolato
, Andrada Ianus, Rachid Deriche
:
Assessing the feasibility of estimating axon diameter using diffusion models and machine learning. 766-769 - Alice P. Bates, Zubair Khalid, Jason D. McEwen, Rodney A. Kennedy:
An optimal dimensionality multi-shell sampling scheme with accurate and efficient transforms for diffusion MRI. 770-773 - Fan Zhang, Pegah Kahali, Yannick Suter
, Isaiah Norton, Laura Rigolo, Peter Savadjiev, Yang Song
, Yogesh Rathi, Tom Weidong Cai, William M. Wells III, Alexandra J. Golby, Lauren J. O'Donnell
:
Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction. 774-777 - Jens Sjölund, Anders Eklund
, Evren Özarslan, Hans Knutsson:
Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging. 778-782 - Georgius A. M. Arkesteijn, Dirk H. J. Poot, M. Niestijl, Meike W. Vernooij, Wiro J. Niessen, Lucas J. van Vliet, Frans M. Vos:
Longitudinal analysis of diffusion-weighted MRI with a ball-and-sticks model. 783-786
Brain Segmentation and Modeling (Oral Session)
- Dorothy Gors
, Paul Suetens, Rik Vandenberghe
, Peter Claes
:
Hierarchical spectral clustering of MRI for global-to-local shape analysis: Applied to brain variations in Alzheimer's disease. 787-791 - Alessandro Palombit, Marco Castellaro
, Massimiliano Calabrese
, Chiara Romualdi
, Francesca Benedetta Pizzini
, Stefania Montemezzi
, Enrico Grisan
, Alessandra Bertoldo:
Cortical Thickness variability in Multiple Sclerosis: The role of lesion segmentation and filling. 792-795 - Fan Zhang, Isaiah Norton, Weidong Cai, Yang Song
, William M. Wells III, Lauren J. O'Donnell
:
Comparison between two white matter segmentation strategies: An investigation into white matter segmentation consistency. 796-799 - Andreas Schuh
, Antonios Makropoulos, Robert Wright, Emma C. Robinson
, Nora Tusor, Johannes K. Steinweg, Emer J. Hughes, Lucilio Cordero-Grande
, Anthony N. Price
, Jana Hutter
, Joseph V. Hajnal
, Daniel Rueckert:
A deformable model for the reconstruction of the neonatal cortex. 800-803 - Rosita Shishegar, Anand A. Joshi
, Mary Tolcos
, David W. Walker, Leigh A. Johnston:
Automatic segmentation of fetal brain using diffusion-weighted imaging cues. 804-807
Modeling and Simulation in Microscopy (Oral Session)
- Denis K. Samuylov, Gábor Székely, Grégory Paul:
Tracking microtubule ends is more than point tracking. 808-812 - Bassem Ben Cheikh, Nicolas Elie
, Benoît Plancoulaine, Catherine Bor-Angelier, Daniel Racoceanu:
Spatial interaction analysis with graph based mathematical morphology for histopathology. 813-817 - Vivien Aubert, Oscar Acosta
, Nathalie Rioux-Leclercq, Romain Mathieu, Frederic Commandeur, Renaud de Crevoisier:
In silico model to simulate the radiation response at various fractionation from histopathological images of prostate tumors. 818-821 - Dmitry V. Sorokin, Igor Peterlík, Vladimír Ulman
, David Svoboda, Martin Maska
:
Model-based generation of synthetic 3D time-lapse sequences of motile cells with growing filopodia. 822-826 - Adrian Basarab, Daniel Rohrbach, Ningning Zhao, Jean-Yves Tourneret, Denis Kouame, Jonathan Mamou:
Enhancement of 250-MHz quantitative acoustic-microscopy data using a single-image super-resolution method. 827-830
MRI Machine Learning III (Oral Session)
- Tanja Kurzendorfer, Alexander Brost, Christoph Forman
, Andreas K. Maier:
Automated left ventricle segmentation in 2-D LGE-MRI. 831-834 - Sergey Korolev, Amir Safiullin, Mikhail Belyaev
, Yulia Dodonova:
Residual and plain convolutional neural networks for 3D brain MRI classification. 835-838 - Patrick Ferdinand Christ, Florian Ettlinger, Georgios Kaissis, Sebastian Schlecht, Freba Ahmaddy, Felix Grün, Alexander Valentinitsch, Seyed-Ahmad Ahmadi
, Rickmer Braren, Bjoern H. Menze
:
SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D Convolutional Neural Networks. 839-843 - Guang Yang, Xiahai Zhuang
, Habib Khan
, Shouvik Haldar
, Eva Nyktari, Xujiong Ye
, Gregory G. Slabaugh
, Tom Wong
, Raad Mohiaddin, Jennifer Keegan, David N. Firmin:
A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI images. 844-848 - Tzu-Wei Huang, Hwann-Tzong Chen, Ryuichi Fujimoto, Koichi Ito
, Kai Wu, Kazunori Sato, Yasuyuki Taki, Hiroshi Fukuda, Takafumi Aoki:
Age estimation from brain MRI images using deep learning. 849-852
Registration in Medical Imaging (Oral Session)
- Oliver Zettinig, Julia Rackerseder, Beatrice Lentes, Tobias Maurer
, Kay Westenfelder, Matthias Eiber, Benjamin Frisch, Nassir Navab:
Preconditioned intensity-based prostate registration using statistical deformation models. 853-857 - Xiao Yang, Roland Kwitt
, Martin Styner, Marc Niethammer:
Fast predictive multimodal image registration. 858-862 - Hanbo Chen, Yu Zhao, Yujie Li, Jinglei Lv
, Tianming Liu:
Inter-subject fMRI registration based on functional networks. 863-867 - Greg M. Fleishman, Paul M. Thompson
:
Adaptive gradient descent optimization of initial momenta for geodesic shooting in diffeomorphisms. 868-872 - Greg M. Fleishman, Paul M. Thompson
:
The impact of matching functional on atrophy measurement from geodesic shooting in diffeomorphisms. 873-877
CAD in Medical Imaging (Oral Session)
- Oscar Bauer, Anne-Marie Le Sourd, Giacomo Nardi, Thomas Bourgeron, Jean-Christophe Olivo-Marin, Elodie Ey
, Fabrice de Chaumont:
Unbiased analysis of mouse social behaviour using unsupervised machine learning. 878-881 - Chetan L. Srinidhi
, Priyadarshi Rath, Jayanthi Sivaswamy:
A Vessel Keypoint Detector for junction classification. 882-885 - Argyrios Christodoulidis, Thomas Hurtut, Farida Cheriet:
Proliferative diabetic retinopathy characterization based on the spatial organization of vascular junctions in fundus images. 886-890 - Wen Hou, Bai Ying Lei, Wenbin Zou
, Xia Li, Cishen Zhang:
Ensemble prediction of longitudinal scores of Alzheimer's disease based on ℓ2, 1-norm regularized correntropy with spatial-temporal constraint. 891-894 - Lei Bi
, Jinman Kim, Tingwei Su, Michael J. Fulham
, Dagan Feng, Guang Ning:
Adrenal lesions detection on low-contrast CT images using fully convolutional networks with multi-scale integration. 895-898
Ultrasound (Oral Session)
- Enrico Grisan
, Gaia Rizzo, Matteo Tonietto
, Alessandro Coran
, Bernd Raffeiner, A. Scanu, V. Martini, Roberto Stramare
, Ugo Fiocco:
From macro to nano: Linking quantitative CEUS perfusion parameters to CD4+ T cells subtypes in spondyloarthtitis. 899-902 - Sathiyamoorthy Selladurai
, Arun Kumar Thittai:
Comparison of two novel-strategies to obtain sub-pitch resolution in ultrasound elastography. 903-906 - Regev Cohen, Yonina C. Eldar:
Sparse emission pattern in spectral blood Doppler. 907-910 - Brecht Heyde, Nick Bottenus
, Gregg E. Trahey
, Jan D'hooge
:
Impact of beamforming strategies and regularisation on ultrasound displacement estimation using RF-based image registration. 911-915 - Dalong Liu, Kyle Schaible, Walter Low, Emad S. Ebbini
:
Three-dimensional image guidance for transcranial focused ultrasound therapy. 916-919
Histopathology Machine Learning (Oral Session)
- Hannah Spitzer
, Katrin Amunts
, Stefan Harmeling, Timo Dickscheid
:
Parcellation of visual cortex on high-resolution histological brain sections using convolutional neural networks. 920-923 - Erwan Zerhouni, David Lanyi, Matheus P. Viana, Maria Gabrani:
Wide residual networks for mitosis detection. 924-928 - Babak Ehteshami Bejnordi, Jimmy Lin, Ben Glass, Maeve Mullooly
, Gretchen L. Gierach
, Mark E. Sherman, Nico Karssemeijer, Jeroen van der Laak
, Andrew H. Beck:
Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images. 929-932 - Peter Naylor
, Marick Lae, Fabien Reyal, Thomas Walter
:
Nuclei segmentation in histopathology images using deep neural networks. 933-936 - Nicolas Brieu, Günter Schmidt:
Learning size adaptive local maxima selection for robust nuclei detection in histopathology images. 937-941
Brain MRI - Poster Session 3 (Poster Session)
- Lingling Luo, Yitian Zhao, Jian Yang, Yalin Zheng
, Siyuan Yang, Danni Ai, Yongtian Wang:
Cerebral vascular enhancement using a weighted 3D symmetry filter. 942-946 - Shu Zhang, Xiang Li
, Lei Guo, Tianming Liu:
Exploring human brain activation via nested sparse coding and functional operators. 947-951 - Lin Yuan, Tianming Liu, Dewen Hu:
Group-wise sparse representation of resting-state fMRI data for better understanding of schizophrenia. 952-956 - Huan Liu, Mianzhi Zhang, Xintao Hu
, Yudan Ren, Shu Zhang, Junwei Han, Lei Guo, Tianming Liu:
FMRI data classification based on hybrid temporal and spatial sparse representation. 957-960 - George W. Hafzalla, Anjanibhargavi Ragothaman, Joshua Faskowitz, Neda Jahanshad, Katie L. McMahon, Greig I. de Zubicaray
, Margaret J. Wright
, Meredith N. Braskie, Gautam Prasad, Paul M. Thompson
:
A comparison of network definitions for detecting sex differences in brain connectivity using Support Vector Machines. 961-965 - Syeda Warda Taqdees, Amanda Ng, David K. Wright
, Mary Tolcos
, Leigh A. Johnston:
Analysis of ADC model robustness in diffusion-weighted MRI. 966-969 - Alessandro Crimi
, Luca Dodero, Vittorio Murino
, Diego Sona
:
Case-control discrimination through effective brain connectivity. 970-973 - Liting Wang, Xintao Hu
, Meng Wang, Jinglei Lv
, Junwei Han, Shijie Zhao, Qinglin Dong, Lei Guo, Tianming Liu:
Decoding dynamic auditory attention during naturalistic experience. 974-977
Breast Machine Learning Poster Session 3 (Poster Session)
- Maria V. Sainz de Cea, Yongyi Yang:
Estimating the level of false positives in detection of microcalcifications in mammogram images. 978-981
Computer Assisted Detection and Diagnosis Poster Session 3 (Poster Session)
- Abhilash Rakkunedeth Hareendranathan, Dornoosh Zonoobi, Myles Mabee, Dana Cobzas, Kumaradevan Punithakumar
, Michelle Noga
, Jacob L. Jaremko:
Toward automatic diagnosis of hip dysplasia from 2D ultrasound. 982-985 - Zongyuan Ge
, Sergey Demyanov, Behzad Bozorgtabar
, Mani Abedini, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi:
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging. 986-990 - Shashank Tripathi, Seyed Hossein Nozadi, Mahsa Shakeri, Samuel Kadoury:
Sub-cortical shape morphology and voxel-based features for Alzheimer's disease classification. 991-994 - Omar Dekhil, M. Ismail, Ahmed Shalaby, Andrew E. Switala
, Adel Said Elmaghraby
, Robert Keynton, Georgy L. Gimel'farb, Gregory Barnes, Ayman El-Baz
:
A novel CAD system for autism diagnosis using structural and functional MRI. 995-998 - Rudrasis Chakraborty, Monami Banerjee, Baba C. Vemuri:
Statistics on the space of trajectories for longitudinal data analysis. 999-1002
CT Machine Learning Poster Session 3 (Poster Session)
- Roger Trullo, Caroline Petitjean, Su Ruan
, Bernard Dubray, Dong Nie, Dinggang Shen:
Segmentation of Organs at Risk in thoracic CT images using a SharpMask architecture and Conditional Random Fields. 1003-1006 - Sarfaraz Hussein, Robert J. Gillies
, Kunlin Cao, Qi Song, Ulas Bagci
:
TumorNet: Lung nodule characterization using multi-view Convolutional Neural Network with Gaussian Process. 1007-1010
EEG and MEG - Poster Session 3 (Poster Session)
- Lan Ma, Thierry Blu, William S.-Y. Wang:
Event-related potentials Source Separation based on a weak exclusion principle. 1011-1014
Histopathology Machine Learning - Poster Session 3 (Poster Session)
- Jingxin Liu
, Bolei Xu, LinLin Shen, Jon Garibaldi, Guoping Qiu
:
HEp-2 cell classification based on a Deep Autoencoding-Classification convolutional neural network. 1019-1023 - Kausik Das, Sri Phani Krishna Karri, Abhijit Guha Roy, Jyotirmoy Chatterjee, Debdoot Sheet:
Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification. 1024-1027 - Nilgoon Zarei, Amir Bakhtiari, Paul Gallagher, Mira Keys, Calum MacAulay:
Automated prostate glandular and nuclei detection using hyperspectral imaging. 1028-1031
Interventional Imaging - Poster Session 3 (Poster Session)
- Rémi Martin, Etienne Vachon, Joaquim Miró, Luc Duong
:
3D reconstruction of vascular structures using graph-based voxel coloring. 1032-1035 - Tobias Geimer, Mathias Unberath
, Adriana Birlutiu
, Oliver Taubmann, J. Wolfelschneider, Christoph Bert, Andreas K. Maier:
A kernel-based framework for intra-fractional respiratory motion estimation in radiation therapy. 1036-1039
Miscellaneous Machine Learning - Poster Session 3 (Poster Session)
- Tzu-Hsi Song, Victor Sanchez, Hesham EIDaly, Nasir M. Rajpoot
:
Hybrid deep autoencoder with Curvature Gaussian for detection of various types of cells in bone marrow trephine biopsy images. 1040-1043 - Eduardo Ribeiro, Michael Häfner, Georg Wimmer, Toru Tamaki
, Jens J. W. Tischendorf, Shigeto Yoshida, Shinji Tanaka, Andreas Uhl:
Exploring texture Transfer Learning for Colonic Polyp Classification via Convolutional Neural Networks. 1044-1048 - Youngtaek Hong, Yoonmi Hong, Yeonggul Jang, Sekeun Kim, Byunghwan Jeon, Sunghee Jung, Seongmin Ha, Dongjin Han, Hackjoon Shim, Hyuk-Jae Chang:
Coronary luminal and wall mask prediction using convolutional neural network. 1049-1052 - Denis Kleyko
, Sameer Khan
, Evgeny Osipov, Suet-Peng Yong:
Modality classification of medical images with distributed representations based on cellular automata reservoir computing. 1053-1056 - Anjany Kumar Sekuboyina, Surya Teja Devarakonda, Chandra Sekhar Seelamantula:
A convolutional neural network approach for abnormality detection in Wireless Capsule Endoscopy. 1057-1060 - Junjie Shan
, Jamie E. Despot, Toan T. Huynh, Richard Souvenir:
Echocardiogram localization using barycentric interpolation. 1061-1065
MRI Machine Learning - Poster Session 3 (Poster Session)
- Andrés Larroza, María Pilar López-Lereu, José Vicente Monmeneu, Vicente Bodí, David Moratal
:
Texture analysis for infarcted myocardium detection on delayed enhancement MRI. 1066-1069 - Ying Xia
, José V. Manjón, Craig Engstrom
, Stuart Crozier
, Olivier Salvado, Jurgen Fripp:
Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks. 1070-1073
Nuclear Imaging - Poster Session 3 (Poster Session)
- Tang-Kai Yin, Nan-Tsing Chiu:
Correction of partial volume effect in 99mTc-TRODAT-1 brain SPECT images using an edge-preserving weighted regularization. 1074-1077
Retinal Machine Learning - Poster Session 3 (Poster Session)
- Pallab Kanti Roy, Ruwan B. Tennakoon
, Khoa Cao, Suman Sedai
, Dwarikanath Mahapatra, Stefan Maetschke
, Rahil Garnavi:
A novel hybrid approach for severity assessment of Diabetic Retinopathy in colour fundus images. 1078-1082 - Suman Sedai
, Ruwan B. Tennakoon
, Pallab Kanti Roy, Khoa Cao, Rahil Garnavi:
Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks. 1083-1086
Optical Image Analysis - Poster Session 3 (Poster Session)
- Isabel Schlangen
, Vibhav Bharti, Emmanuel Delande, Daniel E. Clark:
Joint multi-object and clutter rate estimation with the single-cluster PHD filter. 1087-1091 - Thibault Lagache, Giacomo Nardi, Laetitia Bertot, Alexandre Grassart, Nathalie Sauvonnet
, Jean-Christophe Olivo-Marin:
Combining global tracking with statistical classification to analyze endocytosis dynamics using TIRF microscopy. 1092-1095
Pattern Recognition and Classification - Poster Session 3 (Poster Session)
- Tianjiao Liu, Shuaining Xie, Yukang Zhang, Jing Yu, Lijuan Niu, Weidong Sun:
Feature selection and thyroid nodule classification using transfer learning. 1096-1099 - Bikash Santra
, Dipti Prasad Mukherjee, Dipankar Chakrabarti:
A non-invasive approach for estimation of hemoglobin analyzing blood flow in palm. 1100-1103
Reconstruction - Poster Session 3 (Poster Session)
- Lucie Thiebaut Lonjaret, Christine Bakhous, Timothé Boutelier, Sylvain Takerkart
, Olivier Coulon:
ISA - an inverse surface-based approach for cortical fMRI data projection. 1104-1107 - Lokesh B
, Arun Kumar Thittai:
Design of a low cost ultrasound system using diverging beams and synthetic aperture approach: Preliminary study. 1108-1111 - Shiyang Hu, F. Yang, Michele Griffa
, Rolf Kaufmann
, Gisela Anton
, Andreas K. Maier, Christian Riess
:
Towards quantification of kidney stones using X-ray dark-field tomography. 1112-1115
Ultrasound Machine Learning - Poster Session 3 (Poster Session)
- C. Raynaud, Hélène Langet
, Mihaela Silvia Amzulescu
, Eric Saloux, H. Bertrand, Pascal Allain, Paolo Piro:
Handcrafted features vs ConvNets in 2D echocardiographic images. 1116-1119 - Shengran Su, Zhifan Gao
, Heye Zhang, Qiang Lin, William Kongto Hau, Shuo Li
:
Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network. 1120-1124
Segmentation - Poster Session 3 (Poster Session)
- Muriel Mescam, J. Brossard, N. Vayssiere, Caroline Fonta:
Multi-angle TOF MR brain angiography of the common marmoset. 1125-1128 - Daniel F. Gonzalez Obando
, Lauriane Rohfritsch, Manon Faure, Lydia Danglot, Vannary Meas-Yedid, Jean-Christophe Olivo-Marin, Alexandre Cecilien Dufour
:
Quad-edge active contours for biomedical image segmentation. 1129-1132 - Phillip G. D. Ward
, Nicholas J. Ferris, Parnesh Raniga, Amanda C. L. Ng, David G. Barnes
, David L. Dowe, Gary F. Egan
:
Vein segmentation using shape-based Markov Random Fields. 1133-1136 - Vahid Azimi, Young Hwan Chang
, Guillaume Thibault, Jaclyn Smith, Takahiro Tsujikawa
, Benjamin Kukull, Bradden Jensen, Christopher Corless, Adam A. Margolin, Joe W. Gray:
Breast cancer histopathology image analysis pipeline for tumor purity estimation. 1137-1140 - Roman Peter, Bart J. Emmer
, Adriaan C. G. M. van Es, Theo van Walsum
:
Cortical and vascular probability maps for analysis of human brain in computed tomography images. 1141-1145
Registration and Motion Compensation - Poster Session 3 (Poster Session)
- Lukás Rucka
, Igor Peterlík:
Fast reconstruction of image deformation field using radial basis function. 1146-1150 - Sharib Ali
, Karl Rohr, Markus Axer
, David Gräßel, Philipp Schlömer, Katrin Amunts, Roland Eils, Stefan Wörz:
Elastic registration of high-resolution 3D PLI data of the human brain. 1151-1155 - Santiago Sanz-Estébanez
, Oscar Pena-Nogales
, Rodrigo de Luis García
, Santiago Aja-Fernández
, Carlos Alberola-López:
Groupwise non-rigid registration on multiparametric abdominal DWI acquisitions for robust ADC estimation: Comparison with pairwise approaches and different multimodal metrics. 1156-1159 - Albert C. Cruz, Brian Street:
Frequency divergence image: A novel method for action recognition. 1160-1164
Restoration Poster Session 3 (Poster Session)
- Cigdem Sazak, Boguslaw Obara:
Contrast-independent curvilinear structure enhancement in 3D biomedical images. 1165-1168 - Amir Tofighi Zavareh, Oscar Barajas, Sebastian Hoyos:
An efficient estimation algorithm for the calibration of low-cost SS-OCT systems. 1169-1172
Nuclear Imaging (Oral Session)
- Pierrick Bourgeat
, Victor L. Villemagne, Vincent Doré, Colin L. Masters
, David Ames, Christopher C. Rowe, Olivier Salvado, Jurgen Fripp:
PET-only 18F-AV1451 tau quantification. 1173-1176 - Chunfeng Lian
, Su Ruan
, Thierry Denoeux
, Hua Li, Pierre Vera:
Tumor delineation in FDG-PET images using a new evidential clustering algorithm with spatial regularization and adaptive distance metric. 1177-1180 - Bao Yang, Leslie Ying
, Jing Tang:
Enhancing Bayesian PET image reconstruction using neural networks. 1181-1184 - Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
4D reconstruction of cardiac SPECT using a robust spatialtemporal prior. 1185-1188 - G. P. Ralli, Daniel R. McGowan
, Michael A. Chappell, Ricky A. Sharma, Geoff S. Higgins
, J. D. Fenwick:
4D-PET reconstruction of dynamic non-small cell lung cancer [18-F]-FMISO-PET data using adaptive-knot cubic B-splines. 1189-1192
CT Segmentation (Oral Session)
- Yufei Li, Bruno Sixou, Andrew Burghardt
, Françoise Peyrin
:
Super-resolution/segmentation of 3D trabecular bone images with total variation and nonconvex Cahn-Hilliard functional. 1193-1196 - Timothée Evain
, Xavier Ripoche, Jamal Atif, Isabelle Bloch:
Semi-automatic teeth segmentation in Cone-Beam Computed Tomography by graph-cut with statistical shape priors. 1197-1200 - Hui Cui, Xiuying Wang
, Jianlong Zhou
, Guanzhong Gong, Yong Yin, Dagan Feng:
Computational boundary definition by geodesic graph model. 1201-1204 - Suvadip Mukherjee, Xiaojie Huang, Roshni R. Bhagalia:
Lung nodule segmentation using deep learned prior based graph cut. 1205-1208 - Neslisah Torosdagli, Denise K. Liberton, Payal Verma, Murat Sincan, Janice Lee, Sumanta N. Pattanaik, Ulas Bagci
:
Robust and fully automated segmentation of mandible from CT scans. 1209-1212
Brain Machine Learning (Oral Session)
- Rafael Ortiz-Ramon
, Andrés Larroza, Estanislao Arana, David Moratal
:
Identifying the primary site of origin of MRI brain metastases from lung and breast cancer following a 2D radiomics approach. 1213-1216 - Dehua Ren, Yu Zhao, Hanbo Chen, Qinglin Dong, Jinglei Lv
, Tianming Liu:
3-D functional brain network classification using Convolutional Neural Networks. 1217-1221 - Liansheng Wang, Shusheng Li, Yiping Chen
, Jiankun Lin, Changhua Liu, Xiantong Zeng, Shuo Li
:
Direct aneurysm volume estimation by multi-view semi-supervised manifold learning. 1222-1225 - Boris A. Gutman, Fabrizio Pizzagalli
, Neda Jahanshad, Margaret J. Wright
, Katie L. McMahon, Greig I. de Zubicaray
, Paul M. Thompson
:
Approximating principal genetic components of subcortical shape. 1226-1230 - Haijun Lei, Jian Zhang, Zhang Yang, Ee-Leng Tan, Bai Ying Lei, Qiuming Luo:
Joint detection and clinical score prediction in Parkinson's disease via multi-modal sparse learning. 1231-1234
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