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ORCID13th 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, Ahmed ElTanboly, Andrew E. Switala, Mona Mahmoud, Fahmi Khalifa, Georgy L. Gimel'farb, Manuel F. Casanova, Robert Keynton, Ayman El-Baz:
Detection of white matter abnormalities in MR brain images for diagnosis of autism in children. 6-9 - Juan Eloy Arco, Javier Ramírez, Carlos García Puntonet, Juan Manuel Górriz, María Ruz:
Improving short-term prediction from MCI to AD by applying searchlight analysis. 10-13 - Wen Zhang, Jie Shi, Cynthia M. Stonnington, Robert J. Bauer, Boris A. Gutman, Kewei Chen, Paul M. Thompson, Eric M. Reiman, Richard J. Caselli, Yalin Wang:
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, John Puentes, Marcela Hernández Hoyos:
Analysis of PHOW representations for Alzheimer disease classification on brain structural MRI. 24-27 - Lisa Y. W. Tang, Roger C. Tam, Ghassan Hamarneh:
Enhancing accuracy of symmetric random walker image registration via a novel data-consistency measure. 28-31
Cardiac Imaging (Poster Session)
- Esther Puyol-Antón, Devis Peressutti, Paul Aljabar, Mathieu De Craene, Paolo Piro, Andrew P. King:
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, Mark C. K. Hamilton:
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, George R. Washko, Raúl San José Estépar:
Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography. 53-57
fMRI Analysis (Poster Session)
- Jinglei Lv, Armin Iraji, Hanbo Chen, Fangfei Ge, Lei Guo, Xin Zhang, Zhifeng Kou, Tianming Liu:
Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury. 58-61 - Cheng Lyu, Xiang Li, Jinglei Lv, Xintao Hu, Junwei Han, Lei Quo, Tianming Liu:
Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data. 62-65 - Xiang Li, Binbin Lin, Jinglei Lv, Jieping Ye, Tianming Liu:
Modeling functional network dynamics via multi-scale dictionary learning and network continuums. 66-69 - Xiang Li, Qinglin Dong, Xi Jiang, Jinglei Lv, Tianming Liu:
Multple-demand system identification and characterization via sparse representations of fMRI data. 70-73 - Mohanad Albughdadi, Lotfi Chaâri, Florence Forbes, Jean-Yves Tourneret, Philippe Ciuciu:
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, Jae Sung Lee, Jeffrey A. Fessler:
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, Behzad Shariat:
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, Vitor Mendes Pereira, Olivier Brina, Frederik Maes, Paul Suetens:
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, Svitlana Zinger, Erik J. Schoon, Peter H. N. de With:
Automatic assessment of informative frames in endoscopic video. 119-122
Microscopy Imaging and Reconstruction (Poster Session)
- Buda Bajic, Joakim Lindblad, Natasa Sladoje:
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, Jérôme Boulanger:
Joint denoising-deconvolution approach for fluorescence microscopy. 128-131 - Michael Bromberger, Pascal Bastian, Jan-Philip Bergeest, Christian Conrad, Vincent Heuveline, Karl Rohr, Wolfgang Karl:
FPGA-accelerated Richardson-Lucy deconvolution for 3D image data. 132-135 - Lola Bautista, Simone Rebegoldi, Laure Blanc-Féraud, Marco Prato, Luca Zanni, Arturo Plata:
Phase estimation in differential-interference-contrast (DIC) microscopy. 136-139 - Alejandro Sune-Aunon, Álvaro Jorge-Peñas, Hans Van Oosterwyck, Arrate Muñoz-Barrutia:
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, Martin Urschler:
From individual hand bone age estimates to fully automated age estimation via learning-based information fusion. 150-154 - Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler:
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, Asura Enkhbayar, Benjamin Norman, Richard Ljuhar:
Automated ROI placement and trabecula-driven orientation for radiographic texture analyses of calcaneus. 164-167 - Duc Fehr, Charles Ross Schmidtlein, Sinchun Hwang, Joseph O. Deasy, Harini Veeraraghavan:
Automatic detection and tracking of longitudinal changes of multiple bone metastases from dual energy CT. 168-171 - Catarina B. Carvalho, Steven Bogaerts, Lennart Scheys, Jan D'hooge, Koen Peers, Paul Suetens:
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, Laurent Gajny, Wafa Skalli:
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, Behdad Dashtbozorg, Bart M. ter Haar Romeny:
Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores. 189-192 - Karthik Gopinath, Jayanthi Sivaswamy, Tarannum Mansoori:
Automatic glaucoma assessment from angio-OCT images. 193-196 - Andrew Lang, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Peter A. Calabresi, Jerry L. Prince:
Intensity inhomogeneity correction of macular OCT using N3 and retinal flatspace. 197-200
Segmentation Methods for Microscopy Images (Poster Session)
- Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton:
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, Ali Kamen:
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, Anders B. Dahl:
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, Thierry Cresson, Stefan Parent, Tomaz Vrtovec, Jacques A. de Guise, Samuel Kadoury:
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, Marcel A. de Reus, Laura Serra, Marco Bozzali, Martijn P. van den Heuvel, Mara Cercignani, Silvia Conforto:
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, Torben Larsen:
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, Hugo Angleys, François Leroy, Clara Fischer, Jessica Lebenberg, François Lazeyras, Ghislaine Dehaene-Lambertz, Lucie Hertz-Pannier, Jean-François Mangin, Petra S. Hüppi, Julien Lefèvre:
Exploring the successive waves of cortical folding in the developing brain using MRI and spectral analysis of gyrification. 261-264 - Tom Haeck, Frederik Maes, Paul Suetens:
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, Annegreet van Opbroek, Mohammad Arfan Ikram, Meike W. Vernooij, Marleen de Bruijne:
Asymmetric similarity-weighted ensembles for image segmentation. 273-277 - Siying Wang, Maria Kuklisova-Murgasova, Joseph V. Hajnal, Christian Ledig, Julia A. Schnabel:
Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging. 278-281
Motion Tracking (Poster Session)
- Christopher Gilliam, Thomas Kustner, Thierry Blu:
3D motion flow estimation using local all-pass filters. 282-285 - Christine Tanner, Minglei Yang, Golnoosh Samei, Gábor Székely:
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, Christine Tanner:
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, Helene Rafiney, Michael Tesch, Steffen J. Glaser, Dominique Sugny:
Optimizing MRI contrast with B1 pulses using optimal control theory. 310-313 - Eun Ju Cha, Kyong Hwan Jin, Dongwook Lee, Eung-Yeop Kim, Seung Hong Choi, Jong Chul Ye:
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, Francesco Saverio Pavone, Valerio Conti, Renzo Guerrini, Paolo Soda, Giulio Iannello:
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, Miroslav Radojevic, Ihor Smal, Miguel Morales, Erik Meijering, Julio Rubio:
Automatic detection of neurons in high-content microscope images using machine learning approaches. 330-333 - Sepehr Farhand, Sarun Gulyanon, Nima Sharifai, Michael D. Kim, Akira Chiba, Gavriil Tsechpenakis:
Temporal neurite registration using hierarchical alignments. 334-338 - Muhammad Usman Ghani, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin:
On comparison of manifold learning techniques for dendritic spine classification. 339-342 - Ertunc Erdil, Lavdie Rada, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin:
Nonparametric joint shape and feature priors for segmentation of dendritic spines. 343-346 - Muhammad Usman Ghani, Fitsum Mesadi, Sumeyra Demir Kanik, Ali Ozgur Argunsah, Inbal Israely, Devrim Ünay, Tolga Tasdizen, Müjdat Çetin:
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, Sebastian Hegenbart, Roland Kwitt, Andreas Uhl, Andreas Vécsei:
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, Alan Halpern, Rahil Garnavi:
Classification of dermoscopy patterns using deep convolutional neural networks. 364-368 - Samuel Ortega, Gustavo Marrero Callicó, Maria De La Luz Plaza, Rafael Camacho, Himar Fabelo, Roberto Sarmiento:
Hyperspectral database of pathological in-vitro human brain samples to detect carcinogenic tissues. 369-372 - William Meiniel, Yu Gan, Christine P. Hendon, Jean-Christophe Olivo-Marin, Andrew F. Laine, Elsa D. Angelini:
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, Felipe Orihuela-Espina:
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, Max Hermann, Elisa Merklingen, Jan-Gero Schloetel, Thomas Schultz:
Quantifying image structures in high-throughput microscopy with total variation flow. 381-385 - Amit Suveer, Natasa Sladoje, Joakim Lindblad, Anca Dragomir, Ida-Maria Sintorn:
Automated detection of cilia in low magnification transmission electron microscopy images using template matching. 386-390 - Kaisa Liimatainen, Pekka Ruusuvuori, Leena Latonen, Heikki Huttunen:
Supervised method for cell counting from bright field focus stacks. 391-394 - Virginie Uhlmann, Ricard Delgado-Gonzalo, Michael Unser, Patrik Olavi Michel, Lucia Baldi, Florian Maria Wurm:
USER-friendly image-based segmentation and analysis of chromosomes. 395-398 - Shiri Gordon, Irit Dolgopyat, Itamar Kahn, Tammy Riklin Raviv:
Co-segmentation of multiple images into multiple regions: Application to mouse brain MRI. 399-402
Segmentation I (Poster Session)
- Shuqing Chen, Yanye Lu, Christian Hopfgartner, Michael Sühling, Stefan Steidl, Joachim Hornegger, Andreas K. Maier:
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, Fabrice Heitz, Riccardo Memeo, Patrick Pessaux:
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, Craig Engstrom, Stuart Crozier, Jurgen Fripp:
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, Ahmed Soliman, Ali E. Takieldeen, Mohamed Shehata, Mahmoud Mostapha, Ahmed Shaffie, Rosemary Ouseph, Adel Elmaghraby, Ayman El-Baz:
Kidney segmentation from CT images using a 3D NMF-guided active contour model. 432-435
Tissue Quantification (Poster Session)
- Muhammad Asad, Guang Yang, Gregory G. Slabaugh:
Supervised partial volume effect unmixing for brain tumor characterization using multi-voxel MR spectroscopic imaging. 436-439 - Marco Pizzolato, Timothé Boutelier, Rutger Fick, Rachid Deriche:
Elucidating dispersion effects in perfusion MRI by means of dispersion-compliant bases. 440-443 - El-Sayed Ibrahim, Scott Swanson, Jadranka Stojanovska, Claire Duvernoy, Rodica Pop-Busui:
Harmonic phase versus sine-wave modulation for measuring regional heart function from tagged MRI images. 444-447 - Jadranka Stojanovska, El-Sayed Ibrahim, Slavica Nikolovska, Thomas L. Chenevert:
Identifying cardiac magnetic resonance signatures of obesity phenotypes in metabolic syndrome using multi-echo DIXON imaging. 448-451 - Saurabh Jain, Diana Maria Sima, Faezeh Sanaei Nezhad, Steve Williams, Sabine Van Huffel, Frederik Maes, Dirk Smeets:
Patch based super-resolution of MR spectroscopic images. 452-456 - Yanye Lu, Martin Berger, Michael Manhart, Jang Hwan Choi, Martin Hoheisel, Markus Kowarschik, Rebecca Fahrig, Qiushi Ren, Joachim Hornegger, Andreas K. Maier:
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, Gloria Menegaz:
Ensemble average propagator estimation of axon diameter in diffusion MRI: Implications and limitations. 465-468
Ultrasound - Poster (Poster Session)
- Andres Coila, Julien Rouyer, Omar Zenteno, Roberto J. Lavarello:
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, Stephen J. McKenna, Kim Thomson, Andrew Evans:
First step for computer assisted evaluation of qualitative supersonic shear wave elastography characteristics in breast tissue. 481-484 - Corin F. Otesteanu, Sergio J. Sanabria, Orcun Goksel:
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, Marcos Martín-Fernández, Federico Simmross-Wattenberg, Claudia Prieto, Carlos Alberola-López:
Multiresolution reconstruction of real-time MRI with motion compensated compressed sensing: Application to 2D free-breathing cardiac MRI. 506-509 - Ukash Nakarmi, Yihang Zhou, Jingyuan Lyu, Konstantinos Slavakis, Leslie Ying:
Accelerating dynamic magnetic resonance imaging by nonlinear sparse coding. 510-513 - Shanshan Wang, Zhenghang Su, Leslie Ying, Xi Peng, Shun Zhu, Feng Liang, Dagan Feng, Dong Liang:
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, Mathews Jacob:
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, Kenneth W. Dunn, Edward J. Delp:
Jelly filling segmentation of fluorescence microscopy images containing incomplete labeling. 531-535 - Hernán Morales-Navarrete, Hidenori Nonaka, Fabian Segovia-Miranda, Marino Zerial, Yannis Kalaidzidis:
Automatic recognition and characterization of different non-parenchymal cells in liver tissue. 536-540 - Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco:
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, Tingying Peng:
Structure-based assessment of cancerous mitochondria using deep networks. 545-548
Structural Brain Connectivity - Oral (Oral Session)
- Ben Cassidy, Caroline D. Rae, Victor Solo:
Network comparison with frequency domain persistent homology. 549-553 - Dajiang Zhu, Neda Jahanshad, Brandalyn C. Riedel, Liang Zhan, Joshua Faskowitz, Gautam Prasad, Paul M. Thompson:
Population learning of structural connectivity by white matter encoding and decoding. 554-558 - Niklas Kasenburg, Sune Darkner, Ute Hahn, Matthew G. Liptrot, Aasa Feragen:
Structural parcellation of the thalamus using shortest-path tractography. 559-563 - Fan Zhang, Peter Savadjiev, Tom Weidong Cai, Yang Song, Ragini Verma, Carl-Fredrik Westin, Lauren J. O'Donnell:
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, Kyong Hwan Jin, Kyung Sang Kim, Jong Chul Ye:
Sparse-view X-ray spectral CT reconstruction using annihilating filter-based low rank hankel matrix approach. 573-576 - Alexander Steg, Marc Reichenbach, Christopher Soell, Lan Shi, Andreas K. Maier, Christian Riess:
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, Christoph Jud, Franz Pfeiffer, Tobias Lasser:
Component-based TV regularization for X-ray tensor tomography. 581-584 - Yixing Huang, Oliver Taubmann, Xiaolin Huang, Viktor Haase, Günter Lauritsch, Andreas K. Maier:
A new weighted anisotropic total variation algorithm for limited angle tomography. 585-588 - Daniel Stromer, Mario Amrehn, Yixing Huang, Patrick Kugler, Sebastian Bauer, Günter Lauritsch, Andreas K. Maier:
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, Nima Sharifai, Michael D. Kim, Akira Chiba, Gavriil Tsechpenakis:
CRF formulation of active contour population for efficient three-dimensional neurite tracing. 593-597 - Donghao Zhang, Siqi Liu, Sidong Liu, Dagan Feng, Hanchuan Peng, Weidong Cai:
Reconstruction of 3D neuron morphology using Rivulet back-tracking. 598-601 - Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang:
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, Baba C. Vemuri:
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, Junwei Han, Jinglei Lv, Nian Liu, Lei Guo, Tianming Liu:
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, Robert J. Bauer, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Paul M. Thompson, Jieping Ye, Yalin Wang:
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, Jane S. Paulsen, Guido Gerig, P. Thomas Fletcher:
Bayesian covariate selection in mixed-effects models for longitudinal shape analysis. 656-659 - Shireen Y. Elhabian, Praful Agrawal, Ross T. Whitaker:
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, Sebastien Schaub, Agata Radwanska, Ellen Van Obberghen-Schilling, Laure Blanc-Féraud, Gilles Aubert:
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, Gianluca Valentini, Cosimo D'Andrea, Françoise Peyrin:
Adaptive acquisitions in biomedical optical imaging based on single pixel camera: Comparison with compressive sensing. 680-683 - Johannes Stegmaier, Julian Arz, Benjamin Schott, Jens C. Otte, Andrei Kobitski, G. Ulrich Nienhaus, Uwe Strähle, Peter Sanders, Ralf Mikut:
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, Jiang Liu, Damon Wing Kee Wong, Mani Baskaran, Shamira A. Perera, Tin Aung:
Similarity-weighted linear reconstruction of anterior chamber angles for glaucoma classification. 693-697 - Huazhu Fu, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu:
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, Lucas J. van Vliet:
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, Johannes F. de Boer, Mirjam E. J. van Velthoven, Lucas J. van Vliet:
Noise-adaptive attenuation coefficient estimation in spectral domain optical coherence tomography data. 706-709
Breast Imaging (Poster Session)
- Mailyn Perez-Liva, Joaquin L. Herraiz, José Manuel Udías, Benjamin T. Cox, Bradley E. Treeby:
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, Ayman A. Atallah, Falah R. Awwad, Mahasen Al-Najar:
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, William R. B. Lionheart, Peter D. Lee:
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, Ajay Gupta, Pina C. Sanelli:
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, Juhani Dabek, Joost Hulshof:
Optimized in vivo conductivity estimation using BEM. 751-754 - John Erick Ortiz Guzman, Axelle Pillain, Lyes Rahmouni, Francesco Paolo Andriulli:
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, Fernando Lopes da Silva:
Neuroactivation imaging using a monogenic framework. 759-762 - Lyes Rahmouni, Rajendra Mitharwal, Francesco Paolo Andriulli:
A mixed discretized surface-volume integral equation for solving EEG forward problems with inhomogeneous and anisotropic head models. 763-766 - René Labounek, David Janecek, Radek Marecek, Martin Lamos, Tomás Slavícek, Michal Mikl, Jaromír Bastinec, Petr Bednarik, David A. Bridwell, Milan Brazdil, Jirí Jan:
Generalized EEG-FMRI spectral and spatiospectral heuristic models. 767-770 - Mengqi Xing, Reza Tadayonnejad, Annmarie MacNamara, Olusola Ajilore, K. Luan Phan, Heide Klumpp, Alex D. Leow:
EEG based functional connectivity reflects cognitive load during emotion regulation. 771-774
Fetal Imaging (Poster Session)
- Jelena Bozek, Sean P. Fitzgibbon, Robert Wright, Daniel Rueckert, Mark Jenkinson, Emma C. Robinson:
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, Tianfu Wang:
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, Pradeeba Sridar, Ann Quinton, Ramarathnam Krishna Kumar, Dagan Feng, Ralph Nanan, Jinman Kim:
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, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna:
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, Ralf Schönmeyer, Günter Schmidt, Christian G. Stief, Thomas Kirchner, Gerd Karl Binnig:
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, Gholam-Ali Hossein-Zadeh, Hamid Soltanian-Zadeh:
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, F. Gerard Moeller, Veerabhadran Baladandayuthapani:
Integrative Bayesian analysis of neuroimaging-genetic data through hierarchical dimension reduction. 824-828 - Xiao Li, Tuo Zhang, Tao Liu, Jinglei Lv, Xintao Hu, Lei Guo, Tianming Liu:
A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data. 829-832 - Fabrizio Pizzagalli, Guillaume Auzias, Peter V. Kochunov, Joshua I. Faskowitz, Katie L. McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Neda Jahanshad, Paul M. Thompson:
Genetic analysis of cortical sulci in 1, 009 adults. 833-837 - Marco Lorenzi, Boris Gutman, Derrek P. Hibar, André Altmann, Neda Jahanshad, Paul M. Thompson, Sébastien Ourselin:
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, Ashnil Kumar, Jinman Kim, ChangYang Li, Dagan Feng, Michael J. Fulham:
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, Tianfu Wang:
Adaptive ensemble manifold learning for neuroimaging retrieval. 859-862 - Jiamin Liu, David Wang, Zhuoshi Wei, Le Lu, Lauren Kim, Evrim Turkbey, Ronald M. Summers:
Colitis detection on computed tomography using regional convolutional neural networks. 863-866 - Jacinto C. Nascimento, Gustavo Carneiro:
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, Moritz Dannhauer, Simon K. Warfield, Rob S. MacLeod, Dana H. Brooks:
Evaluation of numerical techniques for solving the current injection problem in biological tissues. 876-880 - Ales Neubert, Ibrahim Naser, Anthony Paproki, Craig Engstrom, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra:
Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative. 881-884 - Chengwen Chu, Masaki Takao, Takeshi Ogawa, Futoshi Yokota, Yoshinobu Sato, Guoyan Zheng:
Statistical shape modeling of compound musculoskeletal structures around the thigh region. 885-888 - Vedrana Andersen Dahl, Gudmundur Einarsson, Tron Andre Darvann, Nuno Vibe Hermann, Hanne Buciek Hove, Naoya Kakimoto, Sven Kreiborg, Anders Bjorholm Dahl:
Automatic measurement of orbital volume in unilateral coronal synostosis. 889-893
Structural Brain Connectivity - Poster (Poster Session)
- Jhimli Mitra, Soumya Ghose, Pierrick Bourgeat, Jurgen Fripp, Jane L. Mathias, Stephen E. Rose, Olivier Salvado:
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, Théodore Papadopoulo:
Cortical surface parcellation via dMRI using mutual nearest neighbor condition. 903-906 - Shireen Y. Elhabian, Clement Vachet, Joseph Piven, Martin Styner, Guido Gerig:
Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions. 907-910 - Alexandra Tobisch, Tony Stöcker, Samuel Groeschel, Thomas Schultz:
Iteratively reweighted L1-fitting for model-independent outlier removal and regularization in diffusion MRI. 911-914 - Kuldeep Kumar, Christian Desrosiers:
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, Juho Kannala, Lauri Eklund, Janne Heikkilä:
Joint cell segmentation and tracking using cell proposals. 920-924 - Konstantin Thierbach, Gopi Shah, Ingmar Glauche, Jan Huisken, Ingo Roeder, Nico Scherf:
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, Yang Song, Tom Weidong Cai, Yue Wang, David Dagan Feng, Mei Chen:
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, Henry C. Woodruff, Enid M. Eslick, Fiona Hegi-Johnson, Paul J. Keall:
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, Arcot Sowmya, Daniel Aaron Moses:
Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases. 943-947 - Hui Cui, Xiuying Wang, Jianlong Zhou, Guanzhong Gong, Yong Yin, Fu Zheng, Dagan Feng:
Learning multi-modality local and global affinities in graph based ranking for automated lung tumor delineation. 948-951 - Andrea Laruelo, Lotfi Chaâri, Soléakhéna Ken, Jean-Yves Tourneret, Hadj Batatia, Anne Laprie:
MRSI data unmixing using spatial and spectral priors in transformed domains. 952-955 - Susana Merino-Caviedes, Lucilio Cordero-Grande, M. Teresa Pérez Rodríguez, M. Teresa Sevilla-Ruiz, Ana Revilla-Orodea, Marcos Martín-Fernández, Carlos Alberola-López:
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, Alin Achim:
A novel approach to identifying merging/splitting events in time-lapse microscopy. 964-967 - Jianxu Chen, Yiqing Cai, Chen Wei, Lin Yang, Mark S. Alber, Danny Ziyi 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, Virginie van Wassenhove:
Multivariate hurst exponent estimation in FMRI. Application to brain decoding of perceptual learning. 996-1000 - Sandro Nunes, Marta Bianciardi, Afonso Dias, Luís Miguel Silveira, Lawrence L. Wald, Patrícia Figueiredo:
Physiological noise model comparison for resting-state fMRI at 7 T. 1001-1004
Ultrasound - Oral (Oral Session)
- Rui Jia, Stephen J. Mellon, Shanil Hansjee, Andrew Paul Monk, David William Murray, J. Alison Noble:
Automatic bone segmentation in ultrasound images using local phase features and dynamic programming. 1005-1008 - Kyong Hwan Jin, Yoseob Han, Jong Chul Ye:
Compressive dynamic aperture B-mode ultrasound imaging using annihilating filter-based low-rank interpolation. 1009-1012 - Stephen R. Aylward, Matthew McCormick, Hyun Jae Kang, Sharif Razzaque, Roland Kwitt, Marc Niethammer:
Ultrasound spectroscopy. 1013-1016 - Eduardo A. Gonzalez, Juvenal Ormachea, Kevin J. Parker, Benjamín Castañeda:
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, Hang Chang:
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, Stephane Dallongeville, Jean-Christophe Olivo-Marin, Vannary Meas-Yedid:
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, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham:
Automatic melanoma detection via multi-scale lesion-biased representation and joint reverse classification. 1055-1058 - Lei Bi, Jinman Kim, Euijoon Ahn, Dagan Feng, Michael J. Fulham:
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, Awais Mansoor, Qian Zhao, Marshall Summar, Marius George Linguraru:
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, Artemis Zavaliangos-Petropulu, Neda Jahanshad, Julio Villalon-Reina, Liang Zhan, Alex D. Leow, Matt A. Bernstein, Clifford R. Jack, Michael W. Weiner, Paul M. Thompson:
Diffusion tensor distribution function metrics boost power to detect deficits in Alzheimer's disease. 1088-1092 - Mauro Zucchelli, Maryam Afzali, Cem Yolcu, Carl-Fredrik Westin, Gloria Menegaz, Evren Özarslan:
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, Mauro Zucchelli, Cristina Granziera, Marco Cristani, Gloria Menegaz:
Shore-based biomarkers allow patient versus control classification in stroke. 1097-1100 - Yaqiong Chai, Adam Bush, Julie Coloigner, Xiaoping Qu, Jonathan Chia, Natasha Leporé, John C. Wood:
An experimental investigation of labeling efficiency for pseudo-continuous arterial spin labeling. 1101-1104 - Santiago Sanz-Estébanez, Lucilio Cordero-Grande, Santiago Aja-Fernández, Marcos Martín-Fernández, Carlos Alberola-López:
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, Masaru Tamura, Toshihiko Shiroishi, Duncan Gillies:
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, Yassin Refahi, Raymond Wightman, Henrik Jonsson, Jan Traas, Christophe Godin, Grégoire Malandain:
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, Victoire Plessis, Audrey P. Fan, Arno Villringer, Claudine Joëlle Gauthier:
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, Stephan Achenbach, Rebecca Fahrig, Andreas K. Maier:
Exhaustive graph cut-based vasculature reconstruction. 1143-1146 - David Lesage, Guillaume Pizaine, Shiro Miyayama, Hicham Kobeiter, Bradford J. Wood, Peter Mielekamp, William van der Sterren, Alessandro Radaelli:
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, Tianfu Wang:
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, Fred Bosman, Vlad Popovici:
Experiments in molecular subtype recognition based on histopathology images. 1168-1172 - Xinliang Zhu, Jiawen Yao, Xin Luo, Guanghua Xiao, Yang Xie, Adi F. Gazdar, Junzhou Huang:
Lung cancer survival prediction from pathological images and genetic data - An integration study. 1173-1176
CAD (Poster Session)
- Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Ali E. Takieldeen, Mohamed Abou El-Ghar, Ahmed Shaffie, Amy C. Dwyer, Rosemary Ouseph, Ayman El-Baz, Robert Keynton:
3D diffusion MRI-based CAD system for early diagnosis of acute renal rejection. 1177-1180 - Yinong Wang, Jianhua Yao, Joseph E. Burns, Ronald M. Summers:
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, Yuchen Yuan, Ang Li, Jinman Kim, Biao Li, Dagan Feng:
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, Oguz Akin, Roshni Bhagalia:
Improved noninvasive prostate cancer assessment using multiparametric magnetic resonance imaging. 1199-1203
Classification Methods for Biological Images (Poster Session)
- Hao Chen, Xi Wang, Pheng-Ann Heng:
Automated mitosis detection with deep regression networks. 1204-1207 - Ha Tran Hong Phan, Ashnil Kumar, Jinman Kim, Dagan Feng:
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, Benjamin Perret, Michel Couprie, Hugues Talbot:
Automated quantification of the epidermal aging process using in-vivo confocal microscopy. 1221-1224 - Fabian Tschopp, Julien N. P. Martel, Srinivas C. Turaga, Matthew Cook, Jan Funke:
Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems. 1225-1228 - Yang Song, Weidong Cai, Fan Zhang, Heng Huang, David Dagan Feng, Yue Wang, Mei Chen:
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, Michael Czisch, Philipp G. Sämann, Daniel Cremers:
Model-free novelty-based diffusion MRI. 1233-1236 - Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton:
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. 1237-1240 - Rutger Henri Jacques Fick, Marco Pizzolato, Demian Wassermann, Mauro Zucchelli, Gloria Menegaz, Rachid Deriche:
A sensitivity analysis of q-space indices with respect to changes in axonal diameter, dispersion and tissue composition. 1241-1244 - Daniel Jörgens, Örjan Smedby, Rodrigo Moreno:
Steering second-order tensor voting by vote clustering. 1245-1248
Pulmonary Image Analysis (Poster Session)
- Jiangdian Song, Di Dong, Yanqi Huang, Zaiyi Liu, Jie Tian:
Association between tumor heterogeneity and overall survival in patients with non-small cell lung cancer. 1249-1252 - Ahmed Soliman, Fahmi Khalifa, Neal Dunlap, Brian Wang, Mohamed Abou El-Ghar, Ayman El-Baz:
An ISO-surfaces based local deformation handling framework of lung tissues. 1253-1256 - Yazid Touileb, Petru Manescu, Hamid Ladjal, Joseph Azencot, Michael Beuve, Behzad Shariat:
Motion-induced Monte Carlo dose calculation using deformable tetrahedral meshes. 1257-1260 - Mathias Polfliet, Stefan Klein, Wyke Huizinga, Johan de Mey, Jef Vandemeulebroucke:
The pythagorean averages as group images in efficient groupwise registration. 1261-1264 - Mingchen Gao, Ziyue Xu, Le Lu, Aaron Wu, Isabella Nogues, Ronald M. Summers, Daniel J. Mollura:
Segmentation label propagation using deep convolutional neural networks and dense conditional random field. 1265-1268 - Gonzalo Vegas-Sánchez-Ferrero, George R. Washko, Farbod N. Rahaghi, María J. Ledesma-Carbayo, Raúl San José Estépar:
Derivation of a test statistic for emphysema quantification. 1269-1273 - Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Ayman El-Baz:
Detection of lung injury using 4D-CT chest images. 1274-1277
Resting-State fMRI (Poster Session)
- Yudan Ren, Xintao Hu, Jinglei Lv, Lei Quo, Junwei Han, Tianming Liu:
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, Shaohua Li, Jagath C. Rajapakse:
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, Ronald Phlypo, Adam Bush, Natasha Leporé, John C. Wood:
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, Bei Wang, Brandon A. Zielinski, Jeffrey S. Anderson, P. Thomas Fletcher:
Kernel partial least squares regression for relating functional brain network topology to clinical measures of behavior. 1303-1306 - Luca Dodero, Diego Sona, Djalel Eddine Meskaldji, Vittorio Murino, Dimitri Van De Ville:
Traces of human functional activity: Moment-to-moment fluctuations in fMRI data. 1307-1310 - Djalel Eddine Meskaldji, Maria Giulia Preti, Thomas Bolton, Marie-Louise Montandon, Cristelle Rodriguez, Stephan Morgenthaler, Panteleimon Giannakopoulos, Sven Haller, Dimitri Van De Ville:
Predicting individual scores from resting state fMRI using partial least squares regression. 1311-1314
Segmentation II (Poster Session)
- Simon Mure, Thomas Grenier, Charles R. G. Guttmann, François Cotton, Hugues Benoit-Cattin:
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, Stephen J. McKenna, Thomas Plötz:
Segmentation of organs in pig offal using auto-context. 1324-1328 - Benjamin Braithwaite, Hans Martin Kjer, Jens Fagertun, Miguel Ángel González Ballester, Anandhan Dhanasingh, Pavel Mistrik, Nicolas Gerber, Rasmus R. Paulsen:
Cochlear implant electrode localization in post-operative CT using a spherical measure. 1329-1333 - Robin Huang, Ang Li, Lei Bi, Changyang Li, Paul M. Young, Gregory King, David Dagan Feng, Jinman Kim:
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, Yaozong Gao, Dinggang Shen:
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, Samuel Kadoury:
3D vascular path planning of chemo-embolizations using segmented hepatic arteries from MR angiography. 1346-1349 - Meher R. Juttukonda, Lori C. Jordan, Melissa C. Gindville, Sumit Pruthi, Manus J. Donahue:
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, Milan Sonka:
Location-specific prediction of vulnerable plaque using IVUS, virtual histology, and spatial context. 1354-1358 - Abhijit Guha Roy, Sailesh Conjeti, Stephane G. Carlier, Khalil Houissa, Andreas König, Pranab K. Dutta, Andrew F. Laine, Nassir Navab, Amin Katouzian, Debdoot Sheet:
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography. 1359-1362 - Aaron Wu, Ziyue Xu, Mingchen Gao, Mario Buty, Daniel J. Mollura:
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, Georgia Lockwood Estrin, Mary A. Rutherford, Daniel Rueckert, Joseph V. Hajnal:
Distortion correction in fetal EPI using non-rigid registration with Laplacian constraint. 1372-1375 - Tomasz Pieciak, Gonzalo Vegas-Sánchez-Ferrero, Santiago Aja-Fernández:
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, Pedro M. Paz-Alonso, Garikoitz Lerma-Usabiaga, Ricardo Insausti, Karla L. Miller, César Caballero-Gaudes:
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, Jong Chul Ye:
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, Peter Wild, Maria Gabrani:
A computational framework for disease grading using protein signatures. 1401-1404 - Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna:
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. 1405-1408 - Vaïa Machairas, Thérèse Baldeweck, Thomas Walter, Etienne Decencière:
New general features based on superpixels for image segmentation learning. 1409-1413
Machine Learning - Oral (Oral Session)
- Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, I. W. M. van Uden, Frank-Erik de Leeuw, Elena Marchiori, Bram van Ginneken, Bram Platel:
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, Thomas Ebner, Martin Urschler:
Automatic localization of locally similar structures based on the scale-widening random regression forest. 1422-1425 - Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise:
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, Rui Liao:
Real-time 2D/3D registration via CNN regression. 1430-1434
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