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13th ISBI 2016: Prague, Czech Republic
- 13th IEEE International Symposium on Biomedical Imaging, ISBI 2016, Prague, Czech Republic, April 13-16, 2016. IEEE 2016, ISBN 978-1-4799-2349-6
Brain CAD (Poster Session)
- Ahmad Chaddad
, Christian Desrosiers, Matthew Toews:
Local discriminative characterization of MRI for Alzheimer's disease. 1-5 - Marwa Ismail, Ahmed Soliman
Detection of white matter abnormalities in MR brain images for diagnosis of autism in children. 6-9 - Juan Eloy Arco
Improving short-term prediction from MCI to AD by applying searchlight analysis. 10-13 - Wen Zhang
Morphometric analysis of hippocampus and lateral ventricle reveals regional difference between cognitively stable and declining persons. 14-18 - Kevin Hobbs, Pin Zhang, Bibo Shi, Charles D. Smith, Jundong Liu:
Quad-mesh based radial distance biomarkers for Alzheimer's disease. 19-23 - Ricardo Mendoza-Leon, Fabio A. González, Pablo Arbeláez
Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI. 24-27 - Lisa Y. W. Tang, Roger C. Tam
Enhancing accuracy of symmetric random walker image registration via a novel data-consistency measure. 28-31
Cardiac Imaging (Poster Session)
- Esther Puyol-Antón
Towards a multimodal cardiac motion atlas. 32-35 - Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King:
Optimizing motion correction in reconstruction of respiratory-gated spect. 36-39 - Majd Zreik, Tim Leiner, Bob D. de Vos, Robbert W. van Hamersvelt, Max A. Viergever, Ivana Isgum
Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks. 40-43 - Oliver Moolan-Feroze, Majid Mirmehdi
Right ventricle segmentation using a 3D cylindrical shape model. 44-48 - Vera Damerjian, Olena Tankyevych, Aziz Guellich, Thibaud Damy, Eric Petit:
Ultrasound image texture characterization with Gabor wavelets for cardiac hypertrophy differentiation. 49-52 - Germán González
Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography. 53-57
fMRI Analysis (Poster Session)
- Jinglei Lv
Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury. 58-61 - Cheng Lyu, Xiang Li
Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data. 62-65 - Xiang Li
Modeling functional network dynamics via multi-scale dictionary learning and network continuums. 66-69 - Xiang Li
Multple-demand system identification and characterization via sparse representations of fMRI data. 70-73 - Mohanad Albughdadi, Lotfi Chaâri
Multi-subject joint parcellation detection estimation in functional MRI. 74-77 - Fei Zhao, Hong Man, Cristina Comaniciu:
Robust multiple external stimuli classification in functional MRI images. 78-81
Image Reconstruction (Poster Session)
- Mink Phuong Nguyen, Se Young Chun:
Center pixel weight estimation for non-local means filtering using local James-Stein estimator with bounded self-weights. 82-85 - Se Young Chun, Kyeong Yun Kim
Joint estimation of activity distribution and attenuation map for TOF-PET using alternating direction method of multiplier. 86-89 - Maxime Toussaint, Jean-Pierre Dussault, Roger Lecomte
Revisiting motion compensation models in PET image reconstruction. 90-94 - Raghav Mehta, Jayanthi Sivaswamy:
A hybrid approach to tissue-based intensity standardization of brain MRI images. 95-98 - Petru Manescu, Hamid Ladjal, Yazid Touileb, Joseph Azencot, Michael Beuve
4D positron emission tomography image reconstruction based on biomechanical respiratory motion. 99-102
Interventional Imaging (Poster Session)
- Bor-Jeng Chen, Ziyan Wu, Shanhui Sun, Dong Zhang, Terrence Chen:
Guidewire tracking using a novel sequential segment optimization method in interventional X-ray videos. 103-106 - Mohamed Alsheakhali, Abouzar Eslami, Nassir Navab:
Detection of articulated instruments in retinal microsurgery. 107-110 - Niels Verheyen, David Robben, Daniel Ruijters
Inferring brain deformation during open neurosurgery using CBCT angiography. 111-114 - Nazim Haouchine, Stephane Cotin:
Segmentation and labelling of intra-operative laparoscopic images using structure from point cloud. 115-118 - Norbertus Christianus van Dongen, Fons van der Sommen
Automatic assessment of informative frames in endoscopic video. 119-122
Microscopy Imaging and Reconstruction (Poster Session)
- Buda Bajic, Joakim Lindblad
Blind restoration of images degraded with mixed poisson-Gaussian noise with application in transmission electron microscopy. 123-127 - Suman Kr. Maji, Catherine Dargemont, Jean Salamero
Joint denoising-deconvolution approach for fluorescence microscopy. 128-131 - Michael Bromberger, Pascal Bastian, Jan-Philip Bergeest, Christian Conrad, Vincent Heuveline
FPGA-accelerated Richardson-Lucy deconvolution for 3D image data. 132-135 - Lola Bautista, Simone Rebegoldi
Phase estimation in differential-interference-contrast (DIC) microscopy. 136-139 - Alejandro Sune-Aunon, Álvaro Jorge-Peñas, Hans Van Oosterwyck
L1-regularized reconstruction for traction force microscopy. 140-144 - Biel Roig-Solvas, Jaydeep P. Bardhan, Deniz Erdogmus, Dana H. Brooks, Lee Makowski:
A framework to optimize protein structure from solution scattering using ADMM and an elastic subdomain network. 145-149
Musculo-Skeletal Imaging (Poster Session)
- Darko Stern
From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. 150-154 - Maria Wimmer
Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols. 155-159 - Erkang Cheng, Yixun Liu, Henky Wibowo, Lav Rai:
Learning-based spine vertebra localization and segmentation in 3D CT image. 160-163 - Jirí Hladuvka
Automated ROI placement and trabecula-driven orientation for radiographic texture analyses of calcaneus. 164-167 - Duc Fehr, Charles Ross Schmidtlein
Automatic detection and tracking of longitudinal changes of multiple bone metastases from dual energy CT. 168-171 - Catarina B. Carvalho
3D tendon strain estimation on high-frequency 3D ultrasound images a simulation and phantom study. 172-175 - William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao
Identification of muscle and subcutaneous and intermuscular adipose tissue on thigh MRI of muscular dystrophy. 176-179 - Shahin Ebrahimi, Elsa D. Angelini
Lumbar spine posterior corner detection in X-rays using Haar-based features. 180-183 - Philippe Burlina, David E. Freund, Neil Joshi, Y. Wolfson, Neil M. Bressler:
Detection of age-related macular degeneration via deep learning. 184-188
Retinal Imaging - Poster (Poster Session)
- Samaneh Abbasi-Sureshjani, Iris Smit-Ockeloen, Erik J. Bekkers
Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores. 189-192 - Karthik Gopinath
Automatic glaucoma assessment from angio-OCT images. 193-196 - Andrew Lang, Aaron Carass
Intensity inhomogeneity correction of macular OCT using N3 and retinal flatspace. 197-200
Segmentation Methods for Microscopy Images (Poster Session)
- Hady Ahmady Phoulady
A new approach to detect and segment overlapping cells in multi-layer cervical cell volume images. 201-204 - Petter Ranefall, Sajith Kecheril Sadanandan, Carolina Wählby
Fast adaptive local thresholding based on ellipse fit. 205-208 - Noha El-Zehiry, Oliver Hayden
Cell segmentation in digital holographic images. 209-212 - Yousef Al-Kofahi, Christopher Sevinsky, Alberto Santamaría-Pang, Fiona Ginty, Anup Sood, Qing Li:
Multi-channel algorithm for segmentation of tumor blood vessels using multiplexed image data. 213-216 - Casper Bo Jensen, Mark Lyksborg, Jacob Hecksher-Sørensen, Anna Secher, Knut Conradsen
Active appearance segmentation for intensity inhomogeneity in light sheet fluorescence microscopy. 217-220
Modeling and Simulation - Oral (Oral Session)
- Ilwoo Lyu, Sun Hyung Kim, Martin Andreas Styner:
Cortical surface shape assessment via sulcal/gyral curve-based gyrification index. 221-224 - Robert Korez, Benjamin Aubert
Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. 225-228 - Seyhmus Guler, Moritz Dannhauer, Burak Erem, Robert S. MacLeod, Don M. Tucker, Sergei Turovets, Phan Luu, Waleed Meleis, Dana H. Brooks:
Optimizing stimulus patterns for dense array TDCS with fewer sources than electrodes using a branch and bound algorithm. 229-232 - Axelle Pillain, Lyes Rahmouni, Francesco Paolo Andriulli
On the handling of brain tissue anisotropy in the forward EEG problem with a conformingly discretized surface integral method. 233-236 - Matteo Mancini
Network attack simulations in Alzheimer's disease: The link between network tolerance and neurodegeneration. 237-240
Microscopy Image Reconstruction (Oral Session)
- Jiaqing Huang, Mingzhai Sun, Yuejie Chi
Super-resolution image reconstruction for high-density 3D single-molecule microscopy. 241-244 - Patrick Steffen Pedersen, Jan Østergaard
Modelling reconstruction quality of Lissajous undersampled atomic force microscopy images. 245-248 - Denis Fortun, Paul Guichard, Ning Chu, Michael Unser
Isotropic resolution in fluorescence imaging by single particle reconstruction. 249-252 - Kevin G. Chan, Michael Liebling
A point-spread-function-aware filtered backprojection algorithm for focal-plane-scanning optical projection tomography. 253-256 - Bertha Mayela Toledo Acosta, Patrick Bouthemy, Charles Kervrann:
A common image representation and a patch-based search for correlative light-electron-microscopy (CLEM) registration. 257-260
Brain Segmentation (Oral Session)
- Jessica Dubois, David Germanaud
Exploring the successive waves of cortical folding in the developing brain using MRI and spectral analysis of gyrification. 261-264 - Tom Haeck, Frederik Maes
An untrained and unsupervised method for MRI brain tumor segmentation. 265-268 - Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippé, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos:
Sub-cortical brain structure segmentation using F-CNN'S. 269-272 - Veronika Cheplygina
Asymmetric similarity-weighted ensembles for image segmentation. 273-277 - Siying Wang, Maria Kuklisova-Murgasova
Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging. 278-281
Motion Tracking (Poster Session)
- Christopher Gilliam
3D motion flow estimation using local all-pass filters. 282-285 - Christine Tanner, Minglei Yang
Influence of inter-subject correspondences on liver motion predictions from population models. 286-289 - Yang Liu, Hua Zhang, Jianhua Ma, Zhaoying Bian, Qianjin Feng, Wufan Chen:
Four dimensional cone-beam computed tomography reconstruction using motion tracking induced regional spatiotemporal sparsity. 290-293 - Yixun Liu, Erkang Cheng, Henky Wibowo, Lav Rai:
A GPU-based method in recovering the full 3D deformation field using multiple 2D fluoroscopic views in lung navigation. 294-297 - Orcun Goksel, Valery Vishnevsky, Alvaro Gomariz Carrillo
Imaging of sliding visceral interfaces during breathing. 298-301
MR Acquisition - Poster (Poster Session)
- Arun Kumar, Lin Feng, Jagath C. Rajapakse
Mixed spectrum analysis in spatial context: Application to fMRI. 302-305 - Cagdas Ulas, Pedro A. Gómez, Jonathan I. Sperl, Christine Preibisch, Bjoern H. Menze
Spatio-temporal MRI reconstruction by enforcing local and global regularity via dynamic total variation and nuclear norm minimization. 306-309 - Eric Van Reeth
Optimizing MRI contrast with B1 pulses using optimal control theory. 310-313 - Eun Ju Cha, Kyong Hwan Jin, Dongwook Lee
Improved temporal resolution of twist imaging using annihilating filter-based low rank Hankel matrix approach. 314-317 - Zhongxing Peng, Zheng Xu, Junzhou Huang
RSPIRIT: Robust self-consistent parallel imaging reconstruction based on generalized Lasso. 318-321
Neuron Image Analysis (Poster Session)
- Ludovica Acciai, Irene Costantini
Towards automated neuron tracing via global and local 3D image analysis. 322-325 - Julia M. Buhmann, Stephan Gerhard, Matthew Cook, Jan Funke
Tracking of microtubules in anisotropic volumes of neural tissue. 326-329 - Gadea Mata
Automatic detection of neurons in high-content microscope images using machine learning approaches. 330-333 - Sepehr Farhand, Sarun Gulyanon
Temporal neurite registration using hierarchical alignments. 334-338 - Muhammad Usman Ghani, Ali Ozgur Argunsah
On comparison of manifold learning techniques for dendritic spine classification. 339-342 - Ertunc Erdil, Lavdie Rada, Ali Ozgur Argunsah
Nonparametric joint shape and feature priors for segmentation of dendritic spines. 343-346 - Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik
Dendritic spine shape analysis using disjunctive normal shape models. 347-350 - Yinxue Wang, Guilai Shi, David J. Miller, Yizhi Wang, Gerard Broussard, Yue Wang, Lin Tian, Guoqiang Yu:
FASP: A machine learning approach to functional astrocyte phenotyping from time-lapse calcium imaging data. 351-354
Optical Imaging - Poster (Poster Session)
- Michael Gadermayr
Narrow band imaging versus white-light: What is best for computer-assisted diagnosis of celiac disease? 355-359 - Henryk Blasinski, Jeff Caves, Joyce E. Farrell, Brian A. Wandell, Paul Wang:
Multispectral imaging of tissue ablation. 360-363 - Sergey Demyanov, Rajib Chakravorty, Mani Abedini
Classification of dermoscopy patterns using deep convolutional neural networks. 364-368 - Samuel Ortega
Hyperspectral database of pathological in-vitro human brain samples to detect carcinogenic tissues. 369-372 - William Meiniel, Yu Gan
Sparsity-based simplification of spectral-domain optical coherence tomography images of cardiac samples. 373-376 - Bibiana Cuervo-Soto, Javier Herrera-Vega, José Alfonso del Carmen Garcés-Báez, Carlos G. Treviño-Palacios
MOCARTS: A lightweight radiation transport simulator for easy handling of complex sensing geometries. 377-380
Segmentation and Quantification of Biological Images (Poster Session)
- Shekoufeh Gorgi Zadeh
Quantifying image structures in high-throughput microscopy with total variation flow. 381-385 - Amit Suveer, Natasa Sladoje, Joakim Lindblad
Automated detection of cilia in low magnification transmission electron microscopy images using template matching. 386-390 - Kaisa Liimatainen
Supervised method for cell counting from bright field focus stacks. 391-394 - Virginie Uhlmann
USER-friendly image-based segmentation and analysis of chromosomes. 395-398 - Shiri Gordon, Irit Dolgopyat, Itamar Kahn
Co-segmentation of multiple images into multiple regions: Application to mouse brain MRI. 399-402
Segmentation I (Poster Session)
- Shuqing Chen, Yanye Lu
3-D printing based production of head and neck masks for radiation therapy using CT volume data: A fully automatic framework. 403-406 - Hélène Urien, Irène Buvat, Nicolas Rougon, Sarah Boughdad, Isabelle Bloch:
3D PET-driven multi-phase segmentation of meningiomas in MRI. 407-410 - Pierre-Henri Conze, Vincent Noblet, François Rousseau
Random forests on hierarchical multi-scale supervoxels for liver tumor segmentation in dynamic contrast-enhanced CT scans. 416-419 - Vishwa S. Parekh, Michael A. Jacobs
A multidimensional data visualization and clustering method: Consensus similarity mapping. 420-423 - Anthony Paproki, Katharine J. Wilson, Rachel K. Surowiec, Charles P. Ho, Abinash Pant, Pierrick Bourgeat
Automated segmentation and T2-mapping of the posterior cruciate ligament from MRI of the knee: Data from the osteoarthritis initiative. 424-427 - Esther Alberts, Markus Rempfler, Georgina Alber, Thomas Huber, Jan Kirschke, Claus Zimmer, Bjoern H. Menze
Uncertainty quantification in brain tumor segmentation using CRFs and random perturbation models. 428-431 - Fahmi Khalifa
Kidney segmentation from CT images using a 3D NMF-guided active contour model. 432-435
Tissue Quantification (Poster Session)
- Muhammad Asad, Guang Yang
Supervised partial volume effect unmixing for brain tumor characterization using multi-voxel MR spectroscopic imaging. 436-439 - Marco Pizzolato
Elucidating dispersion effects in perfusion MRI by means of dispersion-compliant bases. 440-443 - El-Sayed Ibrahim, Scott Swanson, Jadranka Stojanovska
Harmonic phase versus sine-wave modulation for measuring regional heart function from tagged MRI images. 444-447 - Jadranka Stojanovska
Identifying cardiac magnetic resonance signatures of obesity phenotypes in metabolic syndrome using multi-echo DIXON imaging. 448-451 - Saurabh Jain, Diana Maria Sima
Patch based super-resolution of MR spectroscopic images. 452-456 - Yanye Lu
Bridge to real data: Empirical multiple material calibration for learning-based material decomposition. 457-460 - Alma Secerbegovic, Jacob Bergsland, Per Steinar Halvorsen, Nermin Suljanovic, Aljo Mujcic, Ilangko Balasingham:
Blood pressure estimation using video plethysmography. 461-464 - Mauro Zucchelli, Rutger Henri Jacques Fick, Rachid Deriche
Ensemble average propagator estimation of axon diameter in diffusion MRI: Implications and limitations. 465-468
Ultrasound - Poster (Poster Session)
- Andres Coila
A regularization approach for ultrasonic attenuation imaging. 469-472 - Ningning Zhao, Qi Wei, Adrian Basarab, Denis Kouame, Jean-Yves Tourneret:
Single image super-resolution of medical ultrasound images using a fast algorithm. 473-476 - Teodora Szasz, Adrian Basarab, Mircea-Florin Vaida, Denis Kouame:
Elastic-net based beamforming in medical ultrasound imaging. 477-480 - Katrin Skerl, Sarah Vinnicombe
First step for computer assisted evaluation of qualitative supersonic shear wave elastography characteristics in breast tissue. 481-484 - Corin F. Otesteanu, Sergio J. Sanabria
Analysis of excitation frequency in elasticity reconstruction using the FEM inverse-problem. 485-488
Visualization (Poster Session)
- Neda Sepasian, J. H. M. ten Thije Boonkkamp, Laura Astola, Marcel Breeuwer, Andrea Fuster
Modified geodesic ray-tracing for diffusion tensor imaging. 489-493 - Marwan Abdellak, Asem Abdelaziz, Ayman M. Eldeib:
Interactive high resolution reconstruction of 3D ultrasound volumes on the GPU. 494-497 - Cheng Chang, Yi Gao:
3D medical image interaction and segmentation using Kinect. 498-501 - Barbara Flach, Maxim Makhinya, Orcun Goksel:
Model-based compensation of tissue deformation during data acquisition for interpolative ultrasound simulation. 502-505
Fast MR Acquisition and Reconstruction (Oral Session)
- Javier Royuela-del-Val, Muhammad Usman, Lucilio Cordero-Grande
Multiresolution reconstruction of real-time MRI with motion compensated compressed sensing: Application to 2D free-breathing cardiac MRI. 506-509 - Ukash Nakarmi, Yihang Zhou
Accelerating dynamic magnetic resonance imaging by nonlinear sparse coding. 510-513 - Shanshan Wang
Accelerating magnetic resonance imaging via deep learning. 514-517 - Tran Minh Quan, Won-Ki Jeong:
Compressed sensing reconstruction of dynamic contrast enhanced MRI using GPU-accelerated convolutional sparse coding. 518-521 - Greg Ongie
A fast algorithm for structured low-rank matrix recovery with applications to undersampled MRI reconstruction. 522-525
Segmentation of Microscopy Images (Oral Session)
- Mingzhong Li, Zhaozheng Yin:
Cell segmentation using stable extremal regions in multi-exposure microscopy images. 526-530 - Neeraj J. Gadgil, Paul Salama
Jelly filling segmentation of fluorescence microscopy images containing incomplete labeling. 531-535 - Hernán Morales-Navarrete
Automatic recognition and characterization of different non-parenchymal cells in liver tissue. 536-540 - Siyamalan Manivannan
Hierarchical mix-pooling and its applications to biomedical image classification. 541-544 - Manish Mishra, Sabine Schmitt, Lichao Wang, Michael K. Strasser, Carsten Marr, Nassir Navab, Hans Zischka
Structure-based assessment of cancerous mitochondria using deep networks. 545-548
Structural Brain Connectivity - Oral (Oral Session)
- Ben Cassidy, Caroline D. Rae
Network comparison with frequency domain persistent homology. 549-553 - Dajiang Zhu, Neda Jahanshad, Brandalyn C. Riedel
Population learning of structural connectivity by white matter encoding and decoding. 554-558 - Niklas Kasenburg
Structural parcellation of the thalamus using shortest-path tractography. 559-563 - Fan Zhang, Peter Savadjiev, Tom Weidong Cai, Yang Song
Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging. 564-567 - Qi Wang, Liang Zhan, Paul M. Thompson, Hiroko H. Dodge, Jiayu Zhou:
Discriminative fusion of multiple brain networks for early mild cognitive impairment detection. 568-572
CT Reconstruction - Oral (Oral Session)
- Yoseob Han
Sparse-view X-ray spectral CT reconstruction using annihilating filter-based low rank hankel matrix approach. 573-576 - Alexander Steg, Marc Reichenbach
Dynamic pixel binning allows spatial and angular resolution tradeoffs to improve image quality in X-ray C-arm CT. 577-580 - Saeed Seyyedi, Matthias Wieczorek, Yash Sharma, Florian Schaff
Component-based TV regularization for X-ray tensor tomography. 581-584 - Yixing Huang
A new weighted anisotropic total variation algorithm for limited angle tomography. 585-588 - Daniel Stromer, Mario Amrehn
Comparison of SART and ETV reconstruction for increased C-arm CT volume coverage by proper detector rotation in liver imaging. 589-592
Image Analysis of Neurons (Oral Session)
- Sarun Gulyanon
CRF formulation of active contour population for efficient three-dimensional neurite tracing. 593-597 - Donghao Zhang
Reconstruction of 3D neuron morphology using Rivulet back-tracking. 598-601 - Zhongyu Li, Fumin Shen, Ruogu Fang
Maximum inner product search for morphological retrieval of large-scale neuron data. 602-606 - Jan Funke, Jonas Klein, Francesc Moreno-Noguer, Albert Cardona, Matthew Cook:
Structured learning of assignment models for neuron reconstruction to minimize topological errors. 607-611 - Martin Strauch, Markus Rothermel, Matt Wachowiak, Dorit Merhof:
Smoothness-constrained convex cone analysis for signal extraction from calcium imaging movies. 612-616
Segmentation and Registration (Oral Session)
- Yitian Zhou, Mathieu De Craene, Olivier Bernard
Phase-based registration of cardiac tagged MR images using anatomical deformation model. 617-620 - Matthias Hoffmann, Norbert Strobel, Joachim Hornegger, Andreas K. Maier:
Contrast-based registration of left atria to fluoroscopic image sequences by temporal markow filtering and motion regularization. 621-624 - Ehsan Dehghan, Yi Le, Junghoon Lee, Daniel Y. Song, Gabor Fichtinger, Jerry L. Prince:
CT and MRI fusion for postimplant prostate brachytherapy evaluation. 625-628 - Yang Gao, Miaomiao Zhang, Karen Grewen, P. Thomas Fletcher, Guido Gerig
Image registration and segmentation in longitudinal MRI using temporal appearance modeling. 629-632 - Yan Deng, Anand Rangarajan
Supervised learning for brain MR segmentation via fusion of partially labeled multiple atlases. 633-637
Perspectives on Deep Learning for Biomedical and Biological Imaging and Image Analysis (Special Session)
- Heng Huang, Xintao Hu
Latent source mining in FMRI data via deep neural network. 638-641 - Aïcha BenTaieb, Jeremy Kawahara, Ghassan Hamarneh
Multi-loss convolutional networks for gland analysis in microscopy. 642-645
Shape Analysis (Oral Session)
- Jie Zhang, Cynthia M. Stonnington, Qingyang Li, Jie Shi
Applying sparse coding to surface multivariate tensor-based morphometry to predict future cognitive decline. 646-650 - Satyananda Kashyap, Ipek Oguz, Milan Sonka
Statistical shape analysis of automatically segmented femur bones: Data from the osteoarthritis initiative. 651-655 - Prasanna Muralidharan, James Fishbaugh, Eun Young Kim, Hans J. Johnson
Bayesian covariate selection in mixed-effects models for longitudinal shape analysis. 656-659 - Shireen Y. Elhabian
Optimal parameter map estimation for shape representation: A generative approach. 660-663 - Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated determination of pedicle morphometry in the thoracic spine. 664-667
Imaging Cellular Processes (Oral Session)
- Emmanuel Soubies
A framework for multi-angle TIRF microscope calibration. 668-671 - Mark Holden:
A linear measure of Förster resonant energy transfer (FRET) efficiency incorporating a shot noise uncertainty model for fluorescence microscopy intensity images. 672-675 - Stephanie Reynolds, Caroline S. Copeland, Simon R. Schultz, Pier Luigi Dragotti
An extension of the FRI framework for calcium transient detection. 676-679 - Florian Rousset, Nicolas Ducros, Andrea Farina
Adaptive acquisitions in biomedical optical imaging based on single pixel camera: Comparison with compressive sensing. 680-683 - Johannes Stegmaier
Generating semi-synthetic validation benchmarks for embryomics. 684-688
Retinal Imaging - Oral (Oral Session)
- Arunava Chakravarty, Jayanthi Sivaswamy:
Glaucoma classification with a fusion of segmentation and image-based features. 689-692 - Yanwu Xu
Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification. 693-697 - Huazhu Fu
Retinal vessel segmentation via deep learning network and fully-connected conditional random fields. 698-701 - Jelena Novosel, Ziyuan Wang, Henk de Jong, Mirjam E. J. van Velthoven, Koenraad A. Vermeer
Locally-adaptive loosely-coupled level sets for retinal layer and fluid segmentation in subjects with central serous retinopathy. 702-705 - Babak Ghafaryasl, Koenraad A. Vermeer
Noise-adaptive attenuation coefficient estimation in spectral domain optical coherence tomography data. 706-709
Breast Imaging (Poster Session)
- Mailyn Perez-Liva
Full-wave attenuation reconstruction in the time domain for ultrasound computed tomography. 710-713 - Xiangtuan Wang, Yimin Liu:
Frequency domain continuous-wave microwave induced thermoacoustic tomography. 714-717 - Mohammad I. Daoud
Accurate and fully automatic segmentation of breast ultrasound images by combining image boundary and region information. 718-721 - Rami Ben-Ari, Aviad Zlotnick, Sharbell Y. Hashoul:
A weakly labeled approach for breast tissue segmentation and breast density estimation in digital mammography. 722-725 - Alan Joseph Bekker, Hayit Greenspan, Jacob Goldberger:
A multi-view deep learning architecture for classification of breast microcalcifications. 726-730
CT Reconstruction - Poster (Poster Session)
- Daniil Kazantsev, Evgueni Ovtchinnikov, Philip J. Withers
Sparsity seeking total generalized variation for undersampled tomographic reconstruction. 731-734 - Jin Liu, Yang Chen, Yining Hu, Limin Luo:
Low-dose CBCT reconstruction via 3D dictionary learning. 735-738 - Ruogu Fang
Direct estimation of permeability maps for low-dose CT perfusion. 739-742 - Liming Zhong, Liyan Lin, Zhentai Lu, Yao Wu, Zixiao Lu, Meiyan Huang, Wei Yang, Qianjing Feng:
Predict CT image from MRI data using KNN-regression with learned local descriptors. 743-746 - Hiroshi Inoue:
Efficient tomographic reconstruction for commodity processors with limited memory bandwidth. 747-750
EEG (Poster Session)
- Jan C. de Munck
Optimized in vivo conductivity estimation using BEM. 751-754 - John Erick Ortiz Guzman
On the preconditioning of the symmetric formulation for the EEG forward problem by leveraging on calderon formulas. 755-758 - J. Miguel Scinches, Mariana P. Branco
Neuroactivation imaging using a monogenic framework. 759-762 - Lyes Rahmouni, Rajendra Mitharwal
A mixed discretized surface-volume integral equation for solving EEG forward problems with inhomogeneous and anisotropic head models. 763-766 - René Labounek
Generalized EEG-FMRI spectral and spatiospectral heuristic models. 767-770 - Mengqi Xing, Reza Tadayonnejad, Annmarie MacNamara, Olusola Ajilore
EEG based functional connectivity reflects cognitive load during emotion regulation. 771-774
Fetal Imaging (Poster Session)
- Jelena Bozek
Construction of a neonatal cortical surface atlas using multimodal surface matching. 775-778 - Hariharan Ravishankar, Sahana M. Prabhu, Vivek Vaidya, Nitin Singhal:
Hybrid approach for automatic segmentation of fetal abdomen from ultrasound images using deep learning. 779-782 - Wanjun Li, Yuan Yao, Dong Ni, Siping Chen, Bai Ying Lei
Placental maturity evaluation via feature fusion and discriminative learning. 783-786 - Yuan Gao, Mohammad Ali Maraci, J. Alison Noble
Describing ultrasound video content using deep convolutional neural networks. 787-790 - Ashnil Kumar
Plane identification in fetal ultrasound images using saliency maps and convolutional neural networks. 791-794
Histology Image Analysis (Poster Session)
- Yves-Rémi Van Eycke, Justine Allard, Melanie Derock, Isabelle Salmon, Olivier Debeir, Christine Decaestecker
Image normalization for quantitative immunohistochemistry in digital pathology. 795-798 - Siyamalan Manivannan
Local structure prediction for gland segmentation. 799-802 - Najah M. Alsubaie, Shan-E-Ahmed Raza, Nasir M. Rajpoot
Stain deconvolution of histology images via independent component analysis in the wavelet domain. 803-806 - Nathalie Harder, Maria Athelogou, Harald Hessel, Alexander Buchner
Co-occurrence features characterizing gland distribution patterns as new prognostic markers in prostate cancer whole-slide images. 807-810 - Matthias Dorfer, Julian Mattes:
Recursive water flow: A shape decomposition approach for cell clump splitting. 811-815 - Abhishek Vahadane, Neeraj Kumar, Amit Sethi:
Learning based super-resolution of histological images. 816-819
Imaging Genetics (Poster Session)
- Ali Reza Mohammadi-Nejad
Discovering true association between multimodal data sets using structured and sparse canonical correlation analysis: A simulation study. 820-823 - Shabnam Azadeh, Brian P. Hobbs, Liangsuo Ma, David A. Nielsen
Integrative Bayesian analysis of neuroimaging-genetic data through hierarchical dimension reduction. 824-828 - Xiao Li, Tuo Zhang, Tao Liu, Jinglei Lv
A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data. 829-832 - Fabrizio Pizzagalli
Genetic analysis of cortical sulci in 1, 009 adults. 833-837 - Marco Lorenzi
Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization. 838-841
Machine Learning - Poster (Poster Session)
- Matthew Toews, William M. Wells III:
How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features. 847-850 - Xiao Zheng, Jun Shi, Yan Li, Xiao Liu, Qi Zhang:
Multi-modality stacked deep polynomial network based feature learning for Alzheimer's disease diagnosis. 851-854 - Euijoon Ahn
X-ray image classification using domain transferred convolutional neural networks and local sparse spatial pyramid. 855-858 - Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei
Adaptive ensemble manifold learning for neuroimaging retrieval. 859-862 - Jiamin Liu, David Wang, Zhuoshi Wei, Le Lu
Colitis detection on computed tomography using regional convolutional neural networks. 863-866 - Jacinto C. Nascimento
Multi-atlas segmentation using manifold learning with deep belief networks. 867-871
Modeling and Simulation - Poster (Poster Session)
- Cheng Chen, Ryan E. Amelon, Anneliese Heiner, Punam K. Saha
Assessment of trabecular bone strength at in vivo CT imaging with space-variant hysteresis and finite element modelling. 872-875 - Damon E. Hyde
Evaluation of numerical techniques for solving the current injection problem in biological tissues. 876-880 - Ales Neubert
Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative. 881-884 - Chengwen Chu, Masaki Takao
Statistical shape modeling of compound musculoskeletal structures around the thigh region. 885-888 - Vedrana Andersen Dahl
Automatic measurement of orbital volume in unilateral coronal synostosis. 889-893
Structural Brain Connectivity - Poster (Poster Session)
- Jhimli Mitra, Soumya Ghose, Pierrick Bourgeat
Anatomical hubs from spectral clustering of structural connectomes. 894-897 - Hong-bo Du, Lihui Wang, Wanyu Liu, Feng Yang, Zhi Li, Yue-Min Zhu
Diffusion MRI simulation for human brain based on the atlas. 898-902 - Brahim Belaoucha, Maureen Clerc
Cortical surface parcellation via dMRI using mutual nearest neighbor condition. 903-906 - Shireen Y. Elhabian
Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions. 907-910 - Alexandra Tobisch
Iteratively reweighted L1-fitting for model-independent outlier removal and regularization in diffusion MRI. 911-914 - Kuldeep Kumar
A sparse coding approach for the efficient representation and segmentation of white matter fibers. 915-919
Tracking and Segmentation in Biological Imaging (Poster Session)
- Saad Ullah Akram
Joint cell segmentation and tracking using cell proposals. 920-924 - Konstantin Thierbach, Gopi Shah, Ingmar Glauche
Biology-inspired visualization of morphogenetic motion in the zebrafish endoderm. 925-929 - Aisha Khan, Stephen Gould, Mathieu Salzmann:
Segmentation of developing human embryo in time-lapse microscopy. 930-934 - Afaf Tareef
Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement. 935-938
Frontiers in Pulmonary Image Analysis (Special Session)
- John Kipritidis
New pathways for end-to-end validation of CT ventilation imaging (CTVI) using deformable image registration. 939-942
Imaging Metabolism and Perfusion (Oral Session)
- Gihan Samarasinghe
Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases. 943-947 - Hui Cui, Xiuying Wang
Learning multi-modality local and global affinities in graph based ranking for automated lung tumor delineation. 948-951 - Andrea Laruelo, Lotfi Chaâri
MRSI data unmixing using spatial and spectral priors in transformed domains. 952-955 - Susana Merino-Caviedes
A variational method for scar segmentation with myocardial contour correction in DE-CMR images. 956-959 - Ipshita Bhattacharya, Mathews Jacob
Compartmentalized low-rank regularization with orthogonality constraints for high-resolution MRSI. 960-963
Tracking in Time Lapse Microscopy Data (Oral Session)
- David Nam, Kenton Arkill, Lorna Hodgson, David R. Bull, Paul Verkade
A novel approach to identifying merging/splitting events in time-lapse microscopy. 964-967 - Jianxu Chen
Segmentation and tracking of Pseudomonas aeruginosa for cell dynamics analysis in time-lapse images. 968-971 - Vincent Briane, Myriam Vimond, Charles Kervrann:
An adaptive statistical test to detect non Brownian diffusion from particle trajectories. 972-975 - Astha Jaiswal, William J. Godinez, Maik Jörg Lehmann, Karl Rohr:
Direct combination of multi-scale detection and multi-frame association for tracking of virus particles in microscopy image data. 976-979 - Aleix Boquet-Pujadas, Maria Manich, Nancy Guillen, Jean-Christophe Olivo-Marin, Alexandre Cecilien Dufour
Biophysical measurements in 2D and 3D live cell imaging using fluid dynamics and optical flow. 980-983
Functional MRI (Oral Session)
- Hongming Li, Ted Satterthwaite, Yong Fan:
Identification of subject-specific brain functional networks using a collaborative sparse nonnegative matrix decomposition method. 984-987 - Maria Giulia Preti, Dimitri Van De Ville
Eigenmaps of dynamic functional connectivity: Voxel-level dominant patterns through eigenvector centrality. 988-991 - Hongming Li, Yong Fan:
Individualized brain parcellation with integrated funcitonal and morphological information. 992-995 - Hubert Pelle, Philippe Ciuciu, Mehdi Rahim, Elvis Dohmatob, Patrice Abry
Multivariate hurst exponent estimation in FMRI. Application to brain decoding of perceptual learning. 996-1000 - Sandro Nunes, Marta Bianciardi, Afonso Dias, Luís Miguel Silveira
Physiological noise model comparison for resting-state fMRI at 7 T. 1001-1004
Ultrasound - Oral (Oral Session)
- Rui Jia, Stephen J. Mellon
Automatic bone segmentation in ultrasound images using local phase features and dynamic programming. 1005-1008 - Kyong Hwan Jin, Yoseob Han
Compressive dynamic aperture B-mode ultrasound imaging using annihilating filter-based low-rank interpolation. 1009-1012 - Stephen R. Aylward
Ultrasound spectroscopy. 1013-1016 - Eduardo A. Gonzalez
Wavelength average velocity estimator for ultrasound elastography. 1017-1020 - Andrey Kuzmin, Xiang Zhang, Jonathan Fincke, Micha Feigin, Brian W. Anthony, Victor S. Lempitsky:
Fast low-cost single element ultrasound reflectivity tomography using angular distribution analysis. 1021-1024
Histological Image Analysis (Oral Session)
- Ju Han, Gerald V. Fontenay, Yunfu Wang, Jian-Hua Mao
Phenotypic characterization of breast invasive carcinoma via transferable tissue morphometric patterns learned from glioblastoma multiforme. 1025-1028 - Muhammad Nasim Kashif, Shan E Ahmed Raza, Korsuk Sirinukunwattana, Muhammad Arif, Nasir M. Rajpoot
Handcrafted features with convolutional neural networks for detection of tumor cells in histology images. 1029-1032 - Raphaël Marée
An approach for detection of glomeruli in multisite digital pathology. 1033-1036 - Florian Wassmer, Valeria De Luca, Ruben Casanova, Alex Soltermann, Gábor Székely:
Automatic segmentation of lung carcinoma in histological images using a visual dictionary. 1037-1040 - Jun Kong, Pengyue Zhang, Yanhui Liang, George Teodoro, Daniel J. Brat, Fusheng Wang
Robust cell segmentation for histological images of Glioblastoma. 1041-1045
Optical Imaging - Oral (Oral Session)
- Michaël Sdika, Laure Alston, Laurent Mahieu-Williame, Jacques Guyotat, David Rousseau, Bruno Montcel
Robust real time motion compensation for intraoperative video processing during neurosurgery. 1046-1049 - Alankar Kotwal, Riddhish Bhalodia, Suyash P. Awate
Joint desmoking and denoising of laparoscopy images. 1050-1054 - Lei Bi
Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. 1055-1058 - Lei Bi
Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata. 1059-1062 - Thomas Köhler, Axel Heinrich, Andreas K. Maier, Joachim Hornegger, Ralf-Peter Tornow:
Super-resolved retinal image mosaicing. 1063-1067
Computer-Assisted Radiology (Oral Session)
- Jens von Berg, Claire Levrier, Heike Carolus, Stewart Young, Axel Saalbach, Patrick Laurent, Raoul Florent:
Decomposing the bony thorax in X-ray images. 1068-1071 - Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Accurate landmark-based segmentation by incorporating landmark misdetections. 1072-1075 - Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
An image-retrieval aided diagnosis system for clustered microcalcifications. 1076-1079 - Juan J. Cerrolaza, Antonio R. Porras
Identification of dysmorphic syndromes using landmark-specific local texture descriptors. 1080-1083 - Maryam Ahmed, J. Alison Noble
An eye-tracking inspired method for standardised plane extraction from fetal abdominal ultrasound volumes. 1084-1087
MR Tissue Quantification (Oral Session)
- Talia M. Nir
Diffusion tensor distribution function metrics boost power to detect deficits in Alzheimer's disease. 1088-1092 - Mauro Zucchelli, Maryam Afzali, Cem Yolcu
The confinement tensor model improves characterization of diffusion-weighted magnetic resonance data with varied timing parameters. 1093-1096 - Silvia Obertino, Lorenza Brusini, Ilaria Boscolo Galazzo
Shore-based biomarkers allow patient versus control classification in stroke. 1097-1100 - Yaqiong Chai, Adam Bush, Julie Coloigner
An experimental investigation of labeling efficiency for pseudo-continuous arterial spin labeling. 1101-1104 - Santiago Sanz-Estébanez
Spatial and spectral anisotropy in HARP images: An automated approach. 1105-1108
Registration Methods for Biological Imaging (Oral Session)
- Hmida Rojbani, Étienne Baudrier, Benoît Naegel, Loïc Mazo, Atef Hamouda:
Joint 3D alignment-reconstruction multi-scale approach for cryo electron tomography. 1109-1113 - Smruti Rekka, Jouke Dijkstra:
Demon registration of OCT and histology images through edge orientation-weighted modality transformation. 1114-1117 - Zhongliu Xie, Asanobu Kitamoto
Non-rigid registration and robust principal component analysis with variation priors: A high-throughput mouse phenotyping approach. 1118-1122 - John A. Bogovic, Philipp Hanslovsky, Allan Wong, Stephan Saalfeld:
Robust registration of calcium images by learned contrast synthesis. 1123-1126 - Gael Michelin
Spatio-temporal registration of 3D microscopy image sequences of arabidopsis floral meristems. 1127-1130
Vessel Analysis (Oral Session)
- Da Chen, Laurent D. Cohen:
Vessel tree segmentation via front propagation and dynamic anisotropic Riemannian metric. 1131-1134 - Pierre-Louis Bazin
Vessel segmentation from quantitative susceptibility maps for local oxygenation venography. 1135-1138 - Rodrigo Moreno, Örjan Smedby
Vesselness estimation through higher-order orientation tensors. 1139-1142 - Mathias Unberath
Exhaustive graph cut-based vasculature reconstruction. 1143-1146 - David Lesage, Guillaume Pizaine, Shiro Miyayama, Hicham Kobeiter, Bradford J. Wood
Virtual parenchymal perfusion for selective intra-arterial therapy of liver cancer. 1147-1150
Image Analysis for Histopathology (Poster Session)
- Jiajia Cao, Zengchang Qin, Juan Jing, Jianhui Chen, Tao Wan:
An automatic breast cancer grading method in histopathological images based on pixel-, object-, and semantic-level features. 1151-1154 - Juan Jing, Tao Wan, Jiajia Cao, Zengchang Qin:
An improved hybrid active contour model for nuclear segmentation on breast cancer histopathology. 1155-1158 - Youyi Song, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei
Segmenting overlapping cervical cell in Pap smear images. 1159-1162 - Hanna Källén, Jesper Molin, Anders Heyden, Claes Lundström, Kalle Åström
Towards grading gleason score using generically trained deep convolutional neural networks. 1163-1167 - Eva Budinska
Experiments in molecular subtype recognition based on histopathology images. 1168-1172 - Xinliang Zhu, Jiawen Yao
Lung cancer survival prediction from pathological images and genetic data - An integration study. 1173-1176
CAD (Poster Session)
- Mohamed Shehata, Fahmi Khalifa
3D diffusion MRI-based CAD system for early diagnosis of acute renal rejection. 1177-1180 - Yinong Wang, Jianhua Yao
Osteoporotic and neoplastic compression fracture classification on longitudinal CT. 1181-1184 - Hamid R. Tizhoosh, Mehrdad J. Gangeh, Hadi Tadayyon, Gregory J. Czarnota:
Tumour ROI estimation in ultrasound images via radon barcodes in patients with locally advanced breast cancer. 1185-1189 - Ke Yan, ChangYang Li, Xiuying Wang
Comprehensive autoencoder for prostate recognition on MR images. 1190-1194 - Avi Ben-Cohen, Eyal Klang, Michal Amitai, Hayit Greenspan:
Sparsity-based liver metastases detection using learned dictionaries. 1195-1198 - Xia Li, Asha Singanamalli, Dattesh Shanbhag, Andreas M. Hötker, Omer Aras
Improved noninvasive prostate cancer assessment using multiparametric magnetic resonance imaging. 1199-1203
Classification Methods for Biological Images (Poster Session)
- Hao Chen
Automated mitosis detection with deep regression networks. 1204-1207 - Ha Tran Hong Phan, Ashnil Kumar
Transfer learning of a convolutional neural network for HEp-2 cell image classification. 1208-1211 - Roman Stoklasa, Tomás Majtner
Texture analysis of 3D fluorescence microscopy images using RSurf 3D features. 1212-1216 - Reema Adel Khorshed, Cristina Lo Celso
Machine learning classification of complex vasculature structures from in-vivo bone marrow 3D data. 1217-1220 - Julie Robic, Alex Nkengne
Automated quantification of the epidermal aging process using in-vivo confocal microscopy. 1221-1224 - Fabian Tschopp
Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems. 1225-1228 - Yang Song
Texture analysis of tissue aging using global and cluster constrained local coding. 1229-1232
Diffusion Weighted MR (Poster Session)
- Vladimir Golkov, Tim Sprenger, Jonathan Sperl, Marion I. Menzel
Model-free novelty-based diffusion MRI. 1233-1236 - Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. 1237-1240 - Rutger Henri Jacques Fick, Marco Pizzolato
A sensitivity analysis of q-space indices with respect to changes in axonal diameter, dispersion and tissue composition. 1241-1244 - Daniel Jörgens
Steering second-order tensor voting by vote clustering. 1245-1248
Pulmonary Image Analysis (Poster Session)
- Jiangdian Song, Di Dong, Yanqi Huang
Association between tumor heterogeneity and overall survival in patients with non-small cell lung cancer. 1249-1252 - Ahmed Soliman
An ISO-surfaces based local deformation handling framework of lung tissues. 1253-1256 - Yazid Touileb, Petru Manescu, Hamid Ladjal, Joseph Azencot, Michael Beuve
Motion-induced Monte Carlo dose calculation using deformable tetrahedral meshes. 1257-1260 - Mathias Polfliet, Stefan Klein, Wyke Huizinga, Johan de Mey
The pythagorean averages as group images in efficient groupwise registration. 1261-1264 - Mingchen Gao, Ziyue Xu
Segmentation label propagation using deep convolutional neural networks and dense conditional random field. 1265-1268 - Gonzalo Vegas-Sánchez-Ferrero
Derivation of a test statistic for emphysema quantification. 1269-1273 - Ahmed Soliman
Detection of lung injury using 4D-CT chest images. 1274-1277
Resting-State fMRI (Poster Session)
- Yudan Ren, Xintao Hu
Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data. 1278-1281 - Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Compressed online dictionary learning for fast resting-state fMRI decomposition. 1282-1285 - Xiuchao Sui
Locality regularized sparse subspace clustering with application to cortex parcellation on resting fMRI. 1286-1290 - Marion Sourty, Laurent Thoraval, Jean-Paul Armspach, Jack Foucher:
Product Hidden Markov Models for subject-based dynamic functional connectivity analysis of the resting state brain. 1291-1294 - Julie Coloigner
Functional connectivity analysis for thalassemia disease based on a graphical lasso model. 1295-1298 - Congying Chu, Tianzi Jiang:
Identifying the latent active patterns underlying the dynamic organization of human brain using resting-state fMRI. 1299-1302 - Eleanor Wong, Sourabh Palande
Kernel partial least squares regression for relating functional brain network topology to clinical measures of behavior. 1303-1306 - Luca Dodero, Diego Sona
Traces of human functional activity: Moment-to-moment fluctuations in fMRI data. 1307-1310 - Djalel Eddine Meskaldji, Maria Giulia Preti
Predicting individual scores from resting state fMRI using partial least squares regression. 1311-1314
Segmentation II (Poster Session)
- Simon Mure, Thomas Grenier
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. 1315-1319 - Awais Mansoor, Marius George Linguraru:
Generic method for intensity standardization of medical images using multiscale curvelet representation. 1320-1323 - Telmo Amaral, Ilias Kyriazakis
Segmentation of organs in pig offal using auto-context. 1324-1328 - Benjamin Braithwaite, Hans Martin Kjer
Cochlear implant electrode localization in post-operative CT using a spherical measure. 1329-1333 - Robin Huang
A locally constrained statistical shape model for robust nasal cavity segmentation in computed tomography. 1334-1337 - Hancan Zhu, Hewei Cheng, Xuesong Yang, Yong Fan:
Metric learning for label fusion in multi-atlas based image segmentation. 1338-1341 - Dong Nie, Li Wang
Fully convolutional networks for multi-modality isointense infant brain image segmentation. 1342-1345
Vascular Imaging (Poster Session)
- Anais Badoual, Maxime Gerard, Benjamin De Leener, Nadine Abi-Jaoudeh
3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography. 1346-1349 - Meher R. Juttukonda, Lori C. Jordan
Quantitation of arterial spin labeling MRI labeling efficiency in high cervical velocity conditions using phase contrast angiography. 1350-1353 - Ling Zhang, Andreas Wahle, Zhi Chen, John J. Lopez, Tomas Kovarnik
Location-specific prediction of vulnerable plaque using IVUS, virtual histology, and spatial context. 1354-1358 - Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography. 1359-1362 - Aaron Wu, Ziyue Xu
Deep vessel tracking: A generalized probabilistic approach via deep learning. 1363-1367 - Cosmin Adrian Morariu, Farnoush Zohourian, Daniel Sebastian Dohle, Konstantinos Tsagakis, Josef Pauli
Unsupervised extraction of the aortic dissection membrane based on a multiscale piecewise ridge model. 1368-1371
MR Acquisition - Oral (Oral Session)
- Maria Murgasova
Distortion correction in fetal EPI using non-rigid registration with Laplacian constraint. 1372-1375 - Tomasz Pieciak
Variance stabilization of noncentral-chi data: Application to noise estimation in MRI. 1376-1379 - Juyoung Lee, Kyong Hwan Jin, Jong Chul Ye:
Reference-free EPI Nyquist ghost correction using annihilating filter-based low rank hankel matrix for K-space interpolation. 1380-1383 - Juan Eugenio Iglesias
Simultaneous Bayesian correction of slab boundary artifacts and bias field for high resolution ex vivo MRI. 1384-1387 - Kyong Hwan Jin, Juyoung Lee, Dongwook Lee
Sparse and low-rank decomposition of MR artifact images using annihilating filter-based Hankel matrix. 1388-1391
Computer-Aided Histopathology (Oral Session)
- Daniel Bug, Julia Schüler, Friedrich Feuerhake, Dorit Merhof:
Multi-class single-label classification of histopathological whole-slide images. 1392-1396 - Jeremy Kawahara, Aïcha BenTaieb, Ghassan Hamarneh
Deep features to classify skin lesions. 1397-1400 - Erwan Zerhouni, Bogdan Prisacari, Qing Zhong
A computational framework for disease grading using protein signatures. 1401-1404 - Wenqi Li
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. 1405-1408 - Vaïa Machairas, Thérèse Baldeweck, Thomas Walter
New general features based on superpixels for image segmentation learning. 1409-1413
Machine Learning - Oral (Oral Session)
- Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes
Non-uniform patch sampling with deep convolutional neural networks for white matter hyperintensity segmentation. 1414-1417 - Mehdi Moradi, Yaniv Gur, Hongzhi Wang, Prasanth Prasanna, Tanveer F. Syeda-Mahmood:
A hybrid learning approach for semantic labeling of cardiac CT slices and recognition of body position. 1418-1421 - Darko Stern
Automatic localization of locally similar structures based on the scale-widening random regression forest. 1422-1425 - Benjamin Aubert
Automatic spine and pelvis detection in frontal X-rays using deep neural networks for patch displacement learning. 1426-1429 - Shun Miao, Z. Jane Wang, Yefeng Zheng
Real-time 2D/3D registration via CNN regression. 1430-1434
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