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17. MICCAI 2014: Boston, MA, USA
- Polina Golland, Nobuhiko Hata, Christian Barillot, Joachim Hornegger, Robert D. Howe:
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I. Lecture Notes in Computer Science 8673, Springer 2014, ISBN 978-3-319-10403-4
Microstructure Imaging
- Loïc Peter, Diana Mateus
, Pierre Chatelain
, Noemi Schworm, Stefan Stangl, Gabriele Multhoff
, Nassir Navab:
Leveraging Random Forests for Interactive Exploration of Large Histological Images. 1-8 - Chong Zhang
, Julian Yarkony, Fred A. Hamprecht:
Cell Detection and Segmentation Using Correlation Clustering. 9-16 - Jan Funke
, Julien N. P. Martel, Stephan Gerhard, Björn Andres
, Dan C. Ciresan, Alessandro Giusti
, Luca Maria Gambardella, Jürgen Schmidhuber, Hanspeter Pfister
, Albert Cardona, Matthew Cook:
Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes. 17-24 - Maxime Taquet
, Benoît Scherrer, Jurriaan M. Peters, Sanjay P. Prabhu
, Simon K. Warfield
:
A Fully Bayesian Inference Framework for Population Studies of the Brain Microstructure. 25-32 - Tingying Peng, Lichao Wang, Christine Bayer
, Sailesh Conjeti, Maximilian Baust, Nassir Navab:
Shading Correction for Whole Slide Image Using Low Rank and Sparse Decomposition. 33-40 - Zhaozheng Yin, Hang Su, Dai Fei Elmer Ker, Mingzhong Li, Haohan Li:
Cell-Sensitive Microscopy Imaging for Cell Image Segmentation. 41-48 - Ali Madooei, Mark S. Drew:
A Probabilistic Approach to Quantification of Melanin and Hemoglobin Content in Dermoscopy Images. 49-56 - Mahnaz Maddah, Kevin E. Loewke:
Automated, Non-Invasive Characterization of Stem Cell-Derived Cardiomyocytes from Phase-Contrast Microscopy. 57-64 - Aurélien Lucchi
, Carlos J. Becker, Pablo Márquez-Neila, Pascal Fua
:
Exploiting Enclosing Membranes and Contextual Cues for Mitochondria Segmentation. 65-72 - Jiazhuo Wang, John D. MacKenzie, Rageshree Ramachandran, Danny Z. Chen:
Identifying Neutrophils in H&E Staining Histology Tissue Images. 73-80 - Dagmar Kainmueller
, Florian Jug
, Carsten Rother, Gene Myers:
Active Graph Matching for Automatic Joint Segmentation and Annotation of C. elegans. 81-88 - Marzieh Kohandani Tafreshi, Nicolas Linard, Barbara André, Nicholas Ayache, Tom Vercauteren
:
Semi-automated Query Construction for Content-Based Endomicroscopy Video Retrieval. 89-96 - Mustafa Gökhan Uzunbas, Chao Chen, Dimitris N. Metaxas:
Optree: A Learning-Based Adaptive Watershed Algorithm for Neuron Segmentation. 97-105
Image Reconstruction and Enhancement
- Jose Caballero, Wenjia Bai
, Anthony N. Price
, Daniel Rueckert
, Joseph V. Hajnal
:
Application-Driven MRI: Joint Reconstruction and Segmentation from Undersampled MRI Data. 106-113 - Jieqing Jiao, Alexandre Bousse
, Kris Thielemans
, Pawel Markiewicz, Ninon Burgos
, David Atkinson
, Simon R. Arridge
, Brian F. Hutton, Sébastien Ourselin
:
Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data. 114-121 - Markus Müller, Mehmet Yigitsoy
, Hauke Heibel, Nassir Navab:
Deformable Reconstruction of Histology Sections Using Structural Probability Maps. 122-129 - Awais Mansoor, Ulas Bagci
, Daniel J. Mollura:
Optimally Stabilized PET Image Denoising Using Trilateral Filtering. 130-137 - Chen Chen, Yeqing Li, Leon Axel, Junzhou Huang
:
Real Time Dynamic MRI with Dynamic Total Variation. 138-145 - Christine Tanner, Golnoosh Samei, Gábor Székely:
Improved Reconstruction of 4D-MR Images by Motion Predictions. 146-153 - Ruogu Fang
, Pina C. Sanelli, Shaoting Zhang, Tsuhan Chen
:
Tensor Total-Variation Regularized Deconvolution for Efficient Low-Dose CT Perfusion. 154-161 - Jun Cheng
, Lixin Duan, Damon Wing Kee Wong
, Dacheng Tao, Masahiro Akiba, Jiang Liu
:
Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion. 162-169 - Sebastian Kaeppler, Florian Bayer, Thomas Weber
, Andreas K. Maier, Gisela Anton
, Joachim Hornegger, Matthias W. Beckmann, Peter A. Fasching, Arndt Hartmann, Felix Heindl
, Thilo Michel, Gueluemser Oezguel, Georg Pelzer, Claudia Rauh, Jens Rieger
, Rüdiger Schulz-Wendtland, Michael Uder, David Wachter, Evelyn Wenkel, Christian Riess
:
Signal Decomposition for X-ray Dark-Field Imaging. 170-177
Registration
- Seth Billings, Russell H. Taylor:
Iterative Most Likely Oriented Point Registration. 178-185 - Seth Billings, Russell H. Taylor:
Erratum: Iterative Most Likely Oriented Point Registration. - Dong Han, Yaozong Gao, Guorong Wu, Pew-Thian Yap, Dinggang Shen:
Robust Anatomical Landmark Detection for MR Brain Image Registration. 186-193 - Wei Sun, Wiro J. Niessen
, Stefan Klein:
Free-Form Deformation Using Lower-Order B-spline for Nonrigid Image Registration. 194-201 - Mattias P. Heinrich
, Bartlomiej W. Papiez
, Julia A. Schnabel
, Heinz Handels
:
Multispectral Image Registration Based on Local Canonical Correlation Analysis. 202-209 - Shawn Andrews, Lisa Tang, Ghassan Hamarneh
:
Topology Preservation and Anatomical Feasibility in Random Walker Image Registration. 210-217 - M. Okan Irfanoglu, Pooja Modi, Amritha Nayak, Andrew Knutsen, Joelle E. Sarlls
, Carlo Pierpaoli:
DR-BUDDI: Diffeomorphic Registration for Blip Up-Down Diffusion Imaging. 218-226 - François-Xavier Vialard, Laurent Risser:
Spatially-Varying Metric Learning for Diffeomorphic Image Registration: A Variational Framework. 227-234 - Loïc Le Folgoc
, Hervé Delingette
, Antonio Criminisi, Nicholas Ayache:
Sparse Bayesian Registration. 235-242 - Natalia Chicherova, Ketut Fundana, Bert Müller
, Philippe C. Cattin
:
Histology to μCT Data Matching Using Landmarks and a Density Biased RANSAC. 243-250 - Ben Glocker
, Darko Zikic, David R. Haynor:
Robust Registration of Longitudinal Spine CT. 251-258 - Qingyu Zhao, Stephen M. Pizer, Marc Niethammer, Julian G. Rosenman:
Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration. 259-266 - Christian Wachinger
, Polina Golland, Martin Reuter, William M. Wells III:
Gaussian Process Interpolation for Uncertainty Estimation in Image Registration. 267-274 - Mehmet Yigitsoy
, Javad Fotouhi, Nassir Navab:
Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration. 275-282 - Markus Kaiser, Matthias John, Tobias Heimann, Alexander Brost, Thomas Neumuth, Georg Rose
:
2D/3D Registration of TEE Probe from Two Non-orthogonal C-Arm Directions. 283-290 - Guy Medan, Achia Kronman, Leo Joskowicz
:
Reduced-Dose Patient to Baseline CT Rigid Registration in 3D Radon Space. 291-298
Segmentation I
- Guorong Wu, Dinggang Shen:
Hierarchical Label Fusion with Multiscale Feature Representation and Label-Specific Patch Partition. 299-306 - David Robben
, Engin Türetken, Stefan Sunaert
, Vincent Thijs
, Guy Willms, Pascal Fua
, Frederik Maes
, Paul Suetens:
Simultaneous Segmentation and Anatomical Labeling of the Cerebral Vasculature. 307-314 - Christian Wachinger
, Polina Golland:
Atlas-Based Under-Segmentation. 315-322 - Carole H. Sudre
, Manuel Jorge Cardoso
, Willem H. Bouvy, Geert Jan Biessels, Josephine Barnes
, Sébastien Ourselin
:
Bayesian Model Selection for Pathological Data. 323-330 - Yiyuan Zhao
, Benoit M. Dawant, Robert F. Labadie, Jack H. Noble:
Automatic Localization of Cochlear Implant Electrodes in CT. 331-338 - Yoshiro Kitamura, Yuanzhong Li, Wataru Ito, Hiroshi Ishikawa:
Coronary Lumen and Plaque Segmentation from CTA Using Higher-Order Shape Prior. 339-347 - Wenzhe Shi, Herve Lombaert, Wenjia Bai
, Christian Ledig
, Xiahai Zhuang
, Antonio M. Simoes Monteiro de Marvao
, Timothy Dawes
, Declan P. O'Regan, Daniel Rueckert
:
Multi-atlas Spectral PatchMatch: Application to Cardiac Image Segmentation. 348-355 - Mohammad Arafat Hussain
, Antony J. Hodgson, Rafeef Abugharbieh:
Robust Bone Detection in Ultrasound Using Combined Strain Imaging and Envelope Signal Power Detection. 356-363 - Zhoubing Xu, Andrew J. Asman, Peter L. Shanahan, Richard G. Abramson
, Bennett A. Landman:
SIMPLE Is a Good Idea (and Better with Context Learning). 364-371 - Dijia Wu, Michal Sofka, Neil Birkbeck, Shaohua Kevin Zhou:
Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning. 372-380 - Ismail Ben Ayed, Michael Wang
, Brandon Miles, Gregory J. Garvin
:
TRIC: Trust Region for Invariant Compactness and Its Application to Abdominal Aorta Segmentation. 381-388 - Toufiq Parag, Stephen M. Plaza, Louis Scheffer:
Small Sample Learning of Superpixel Classifiers for EM Segmentation. 389-397 - Koenraad Van Leemput
, Mert R. Sabuncu
:
A Cautionary Analysis of STAPLE Using Direct Inference of Segmentation Truth. 398-406
Intervention Planning and Guidance I
- Alborz Amir-Khalili, Jean-Marc Peyrat, Julien Abinahed
, Osama Al-Alao
, Abdulla Al-Ansari, Ghassan Hamarneh
, Rafeef Abugharbieh:
Auto Localization and Segmentation of Occluded Vessels in Robot-Assisted Partial Nephrectomy. 407-414 - Nicolas Loy Rodas
, Nicolas Padoy:
3D Global Estimation and Augmented Reality Visualization of Intra-operative X-ray Dose. 415-422 - Peter Mountney, Johannes Fallert, Stéphane Nicolau, Luc Soler, Philip Walter Mewes:
An Augmented Reality Framework for Soft Tissue Surgery. 423-431 - Philip Edgcumbe, Philip Pratt, Guang-Zhong Yang, Christopher Y. Nguan, Robert Rohling:
Pico Lantern: A Pick-up Projector for Augmented Reality in Laparoscopic Surgery. 432-439 - Songbai Ji, Xiaoyao Fan, David W. Roberts, Keith D. Paulsen:
Efficient Stereo Image Geometrical Reconstruction at Arbitrary Camera Settings from a Single Calibration. 440-447 - Yingfan Hou, Erwan Dupont, Tanneguy Redarce, Frédéric Lamarque
:
A Compact Active Stereovision System with Dynamic Reconfiguration for Endoscopy or Colonoscopy Applications. 448-455 - Miguel Lourenço, João Pedro Barreto, Fernando Fonseca, Hélder Ferreira, Rui M. Duarte, Jorge Correia-Pinto
:
Continuous Zoom Calibration by Tracking Salient Points in Endoscopic Video. 456-463 - Yeqing Li, Chen Chen, Xiaolei Huang, Junzhou Huang
:
Instrument Tracking via Online Learning in Retinal Microsurgery. 464-471 - Vivek Kumar Singh, Yao-Jen Chang, Kai Ma, Michael Wels, Grzegorz Soza, Terrence Chen:
Estimating a Patient Surface Model for Optimizing the Medical Scanning Workflow. 472-479 - Alexandre Krupa:
3D Steering of a Flexible Needle by Visual Servoing. 480-487 - Bamshad Azizi Koutenaei, Ozgur Guler, Emmanuel Wilson, Ramesh U. Thoranaghatte, Matthew Oetgen, Nassir Navab, Kevin Cleary:
Improved Screw Placement for Slipped Capital Femoral Epiphysis (SCFE) Using Robotically-Assisted Drill Guidance. 488-495 - Hedyeh Rafii-Tari, Jindong Liu, Christopher J. Payne, Colin D. Bicknell, Guang-Zhong Yang:
Hierarchical HMM Based Learning of Navigation Primitives for Cooperative Robotic Endovascular Catheterization. 496-503 - José Gardiazabal, Marco Esposito
, Philipp Matthies, Asli Okur
, Jakob Vogel
, Silvan Kraft, Benjamin Frisch, Tobias Lasser
, Nassir Navab:
Towards Personalized Interventional SPECT-CT Imaging. 504-511 - Qian Zhao, Nabile M. Safdar, Chunzhe Duan
, Anthony Sandler
, Marius George Linguraru:
Chest Modeling and Personalized Surgical Planning for Pectus Excavatum. 512-519
Oncology
- Holger R. Roth
, Le Lu
, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers:
A New 2.5D Representation for Lymph Node Detection Using Random Sets of Deep Convolutional Neural Network Observations. 520-527 - Thomas Langerak, Sabrina Heijkoop, Sandra Quint, Jan-Willem Mens, Ben Heijmen, Mischa S. Hoogeman:
Towards Automatic Plan Selection for Radiotherapy of Cervical Cancer by Fast Automatic Segmentation of Cone Beam CT Scans. 528-535 - Xin Chen
, Emmanouil Moschidis, Christopher J. Taylor
, Susan M. Astley:
Breast Cancer Risk Analysis Based on a Novel Segmentation Framework for Digital Mammograms. 536-543 - Ari Seff, Le Lu
, Kevin M. Cherry, Holger R. Roth
, Jiamin Liu, Shijun Wang, Joanne Hoffman, Evrim B. Turkbey, Ronald M. Summers:
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers. 544-552 - Thierry Colin, François Cornelis
, Julien Jouganous, Marie Martin, Olivier Saut:
Patient Specific Image Driven Evaluation of the Aggressiveness of Metastases to the Lung. 553-560 - Omid Mohareri, Angelica Ruszkowski, Julio Lobo, Joseph Ischia, Ali Baghani, Guy Nir, Hani Eskandari, Edward C. Jones, Ladan Fazli, Larry Goldenberg, Mehdi Moradi, Septimiu E. Salcudean
:
Multi-parametric 3D Quantitative Ultrasound Vibro-Elastography Imaging for Detecting Palpable Prostate Tumors. 561-568 - Lei Bi
, Jinman Kim, David Dagan Feng, Michael J. Fulham
:
Multi-stage Thresholded Region Classification for Whole-Body PET-CT Lymphoma Studies. 569-576 - Asli Okur
, Christoph Hennersperger
, Brent Runyan, José Gardiazabal, Matthias Keicher
, Stefan Paepke, Thomas Wendler, Nassir Navab:
fhSPECT-US Guided Needle Biopsy of Sentinel Lymph Nodes in the Axilla: Is it Feasible? 577-584 - Richard Scott, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Gland Ring Morphometry for Prostate Cancer Prognosis in Multispectral Immunofluorescence Images. 585-592 - Federica Bogo, Javier Romero, Enoch Peserico, Michael J. Black:
Automated Detection of New or Evolving Melanocytic Lesions Using a 3D Body Model. 593-600 - Gregory H. Chu, Pechin Lo, Bharath Ramakrishna, Hyun J. Kim, Darren Morris, Jonathan G. Goldin
, Matthew S. Brown:
Bone Tumor Segmentation on Bone Scans Using Context Information and Random Forests. 601-608 - Benjamin Irving
, Amalia Cifor, Bartlomiej W. Papiez
, Jamie Franklin, Ewan M. Anderson, Michael Brady, Julia A. Schnabel
:
Automated Colorectal Tumour Segmentation in DCE-MRI Using Supervoxel Neighbourhood Contrast Characteristics. 609-616 - Alejandro Granados, Niels Hald, Aimee Di Marco, Shahla Ahmed, Naomi Low-Beer, Jenny Higham, Roger L. Kneebone, Fernando Bello:
Real-Time Visualisation and Analysis of Internal Examinations - Seeing the Unseen. 617-625
Optical Imaging
- Li Cheng
, Jaydeep De, Xiaowei Zhang, Feng Lin, Huiqi Li:
Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs. 626-633 - José Ignacio Orlando
, Matthew B. Blaschko
:
Learning Fully-Connected CRFs for Blood Vessel Segmentation in Retinal Images. 634-641 - Germán González
, Vicente Parot
, William Lo
, Benjamin J. Vakoc, Nicholas J. Durr
:
Feature Space Optimization for Virtual Chromoendoscopy Augmented by Topography. 642-649 - Thomas Köhler, Alexander Brost, Katja Mogalle, Qianyi Zhang, Christiane Köhler, Georg Michelson, Joachim Hornegger, Ralf-Peter Tornow:
Multi-frame Super-resolution with Quality Self-assessment for Retinal Fundus Videos. 650-657 - Michael Berks, Philip A. Tresadern, Graham Dinsdale
, Andrea Murray, Tonia Moore
, Ariane L. Herrick
, Christopher J. Taylor
:
An Automated System for Detecting and Measuring Nailfold Capillaries. 658-665
Segmentation II
- Zehan Wang, Kanwal K. Bhatia, Ben Glocker
, Antonio M. Simoes Monteiro de Marvao
, Tim Dawes
, Kazunari Misawa, Kensaku Mori
, Daniel Rueckert
:
Geodesic Patch-Based Segmentation. 666-673 - Raphael Prevost, Rémi Cuingnet, Benoit Mory, Laurent D. Cohen, Roberto Ardon:
Tagged Template Deformation. 674-681 - Oliver Moolan-Feroze, Majid Mirmehdi, Mark C. K. Hamilton, Chiara Bucciarelli-Ducci:
Segmentation of the Right Ventricle Using Diffusion Maps and Markov Random Fields. 682-689 - Nikolas Moya, Alexandre X. Falcão
, Krzysztof Ciesielski, Jayaram K. Udupa:
Differential and Relaxed Image Foresting Transform for Graph-Cut Segmentation of Multiple 3D Objects. 690-697 - Ziyue Xu
, Ulas Bagci
, Jurgen Seidel, David Thomasson, Jeffrey M. Solomon, Daniel J. Mollura:
Segmentation Based Denoising of PET Images: An Iterative Approach via Regional Means and Affinity Propagation. 698-705 - Golnoosh Samei, Gábor Székely, Christine Tanner:
Detection and Registration of Ribs in MRI Using Geometric and Appearance Models. 706-713 - Raphael Meier, Stefan Bauer, Johannes Slotboom, Roland Wiest
, Mauricio Reyes:
Patient-Specific Semi-supervised Learning for Postoperative Brain Tumor Segmentation. 714-721 - Ipek Oguz, Milan Sonka
:
Robust Cortical Thickness Measurement with LOGISMOS-B. 722-730 - Siqi Bao
, Albert C. S. Chung:
Label Inference with Registration and Patch Priors. 731-738 - Bhavna Josephine Antony
, Mohammad Saleh Miri, Michael D. Abràmoff
, Young H. Kwon
, Mona Kathryn Garvin:
Automated 3D Segmentation of Multiple Surfaces with a Shared Hole: Segmentation of the Neural Canal Opening in SD-OCT Volumes. 739-746 - Arunava Chakravarty, Jayanthi Sivaswamy:
Coupled Sparse Dictionary for Depth-Based Cup Segmentation from Single Color Fundus Image. 747-754 - Helena Molina-Abril
, Alejandro F. Frangi
:
Topo-Geometric Filtration Scheme for Geometric Active Contours and Level Sets: Application to Cerebrovascular Segmentation. 755-762 - Dongjin Kwon, Russell T. Shinohara, Hamed Akbari
, Christos Davatzikos
:
Combining Generative Models for Multifocal Glioma Segmentation and Registration. 763-770 - Alexis Roche
, Florence Forbes:
Partial Volume Estimation in Brain MRI Revisited. 771-778 - Shiyang Lu, Xiaojie Huang, Zhiyong Wang, Yefeng Zheng
:
Sparse Appearance Learning Based Automatic Coronary Sinus Segmentation in CTA. 779-787 - Yanwu Xu
, Lixin Duan, Stephen Lin, Xiangyu Chen, Damon Wing Kee Wong
, Tien Yin Wong
, Jiang Liu
:
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation. 788-795 - Wu Qiu, Martin Rajchl, Fumin Guo, Yue Sun, Eranga Ukwatta
, Aaron Fenster, Jing Yuan:
3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior. 796-803 - Neil Birkbeck, Timo Kohlberger, Jingdan Zhang, Michal Sofka, Jens N. Kaftan, Dorin Comaniciu
, Shaohua Kevin Zhou:
Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints. 804-811
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