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20. MICCAI 2017: Quebec City, QC, Canada
- Maxime Descoteaux, Lena Maier-Hein, Alfred M. Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10434, Springer 2017, ISBN 978-3-319-66184-1
Optical Imaging
- Markus Rempfler, Sanjeev Kumar, Valentin Stierle, Philipp Paulitschke, Bjoern Andres, Bjoern H. Menze
:
Cell Lineage Tracing in Lens-Free Microscopy Videos. 3-11 - Mihoko Shimano, Ryoma Bise, Yinqiang Zheng
Separation of Transmitted Light and Scattering Components in Transmitted Microscopy. 12-20 - Jianxu Chen
Neuron Segmentation Using Deep Complete Bipartite Networks. 21-29 - Xiaoshuang Shi, Fuyong Xing
Cell Encoding for Histopathology Image Classification. 30-38 - Jianyu Lin
Endoscopic Depth Measurement and Super-Spectral-Resolution Imaging. 39-47 - Nuri Murat Arar, Pushpak Pati, Aditya Kashyap
Computational Immunohistochemistry: Recipes for Standardization of Immunostaining. 48-55 - Yunxiang Mao, Zhaozheng Yin:
Two-Stream Bidirectional Long Short-Term Memory for Mitosis Event Detection and Stage Localization in Phase-Contrast Microscopy Images. 56-64 - Liang Han, Zhaozheng Yin:
Refocusing Phase Contrast Microscopy Images. 65-74 - Suman Sedai
Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder. 75-82 - Franziska Schirrmacher, Thomas Köhler, Lennart Husvogt, James G. Fujimoto, Joachim Hornegger, Andreas K. Maier:
QuaSI: Quantile Sparse Image Prior for Spatio-Temporal Denoising of Retinal OCT Data. 83-91 - Chenchen Li, Xiaowei Li, Hongji Cao, He Jiang, Xiaotie Deng
Fast Background Removal Method for 3D Multi-channel Deep Tissue Fluorescence Imaging. 92-99 - Geoffrey Jones, Neil T. Clancy
Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition. 100-108 - Benjamin D. Haeffele, Richard Stahl, Geert Vanmeerbeeck
Efficient Reconstruction of Holographic Lens-Free Images by Sparse Phase Recovery. 109-117 - Faten M'hiri, Claudia Chevrefils, Jean-Philippe Sylvestre:
Quality Assessment of Retinal Hyperspectral Images Using SURF and Intensity Features. 118-125 - Martin Weigert
Isotropic Reconstruction of 3D Fluorescence Microscopy Images Using Convolutional Neural Networks. 126-134 - Larissa Heinrich
Deep Learning for Isotropic Super-Resolution from Non-isotropic 3D Electron Microscopy. 135-143 - Akif Burak Tosun, Luong Nguyen, Nathan Ong
Histological Detection of High-Risk Benign Breast Lesions from Whole Slide Images. 144-152 - Jianfei Liu, Haewon Jung, Johnny Tam
Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images. 153-161
Airway and Vessel Analysis
- Agata Mosinska, Jakub Tarnawski, Pascal Fua:
Active Learning and Proofreading for Delineation of Curvilinear Structures. 165-173 - Luis Álvarez
Tracking the Aortic Lumen Geometry by Optimizing the 3D Orientation of Its Cross-sections. 174-181 - Mali Shen, Stamatia Giannarou
BRANCH: Bifurcation Recognition for Airway Navigation based on struCtural cHaracteristics. 182-189 - David Owen
Anatomy-Driven Modelling of Spatial Correlation for Regularisation of Arterial Spin Labelling Images. 190-197 - Qier Meng, Holger R. Roth
Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network. 198-207 - Xingce Wang, Yue Liu, Zhongke Wu, Xiao Mou, Mingquan Zhou, Miguel Ángel González Ballester, Chong Zhang
Automatic Labeling of Vascular Structures with Topological Constraints via HMM. 208-215 - Matthieu Giroux, Hamid Ladjal, Michael Beuve
Biomechanical Patient-Specific Model of the Respiratory System Based on 4D CT Scans and Controlled by Personalized Physiological Compliance. 216-223 - Pietro Nardelli, James C. Ross, Raúl San José Estépar
CT Image Enhancement for Feature Detection and Localization. 224-232 - Jose M. Pozo, Arjan J. Geers, Alejandro F. Frangi
Information Theoretic Measurement of Blood Flow Complexity in Vessels and Aneurysms: Interlacing Complexity Index. 233-241 - Zahra Mirikharaji, Mengliu Zhao, Ghassan Hamarneh
Globally-Optimal Anatomical Tree Extraction from 3D Medical Images Using Pictorial Structures and Minimal Paths. 242-250
Motion and Cardiac Analysis
- Wenjia Bai, Ozan Oktay, Matthew Sinclair
Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation. 253-260 - Christoph Jud, Alina Giger
A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration. 261-269 - Xin Chen
Efficient Deformable Motion Correction for 3-D Abdominal MRI Using Manifold Regression. 270-278 - Nripesh Parajuli
Flow Network Based Cardiac Motion Tracking Leveraging Learned Feature Matching. 279-286 - Lequan Yu
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets. 287-295 - Benjamin Hou, Amir Alansary, Steven G. McDonagh
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion. 296-304 - Yuan Gao, J. Alison Noble
Detection and Characterization of the Fetal Heartbeat in Free-hand Ultrasound Sweeps with Weakly-supervised Two-streams Convolutional Networks. 305-313 - Juan Eugenio Iglesias
Retrospective Head Motion Estimation in Structural Brain MRI with 3D CNNs. 314-322 - Allen Lu, Maria Zontak, Nripesh Parajuli
Learning-Based Spatiotemporal Regularization and Integration of Tracking Methods for Regional 4D Cardiac Deformation Analysis. 323-331 - Matthew Sinclair, Wenjia Bai, Esther Puyol-Antón
Fully Automated Segmentation-Based Respiratory Motion Correction of Multiplanar Cardiac Magnetic Resonance Images for Large-Scale Datasets. 332-340 - Weilin Huang, Christopher P. Bridge
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. 341-349 - Roch Molléro, Hervé Delingette
Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies. 350-358 - Neerav Karani, Christine Tanner, Sebastian Kozerke, Ender Konukoglu:
Temporal Interpolation of Abdominal MRIs Acquired During Free-Breathing. 359-367 - Yipeng Hu, Eli Gibson, Tom Vercauteren
Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks. 368-376 - Aliasghar Mortazi, Rashed Karim, Kawal S. Rhode
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-view CNN. 377-385 - A. Jonathan McLeod, Dante P. I. Capaldi, John S. H. Baxter, Grace Parraga
Analysis of Periodicity in Video Sequences Through Dynamic Linear Modeling. 386-393
Tumor Processing
- Zhenyu Tang, Yue Cui, Bo Jiang:
Groupwise Registration of MR Brain Images Containing Tumors via Spatially Constrained Low-Rank Based Image Recovery. 397-405 - Jiawen Yao
Deep Correlational Learning for Survival Prediction from Multi-modality Data. 406-414 - Carlo Seppi
Compressed Sensing on Multi-pinhole Collimator SPECT Camera for Sentinel Lymph Node Biopsy. 415-423 - Ling Zhang
Personalized Pancreatic Tumor Growth Prediction via Group Learning. 424-432 - Haocheng Shen, Ruixuan Wang, Jianguo Zhang
Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation. 433-441 - Soumya Ghose, Rakesh Shiradkar, Mirabela Rusu, Jhimli Mitra, Rajat Thawani
Field Effect Induced Organ Distension (FOrge) Features Predicting Biochemical Recurrence from Pre-treatment Prostate MRI. 442-449 - Lei Chen, Han Zhang, Kim-Han Thung, Luyan Liu, Junfeng Lu, Jinsong Wu, Qian Wang, Dinggang Shen:
Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients. 450-458 - Prateek Prasanna
Radiographic-Deformation and Textural Heterogeneity (r-DepTH): An Integrated Descriptor for Brain Tumor Prognosis. 459-467 - Jacob Antunes, Prateek Prasanna
RADIomic Spatial TexturAl descripTor (RADISTAT): Characterizing Intra-tumoral Heterogeneity for Response and Outcome Prediction. 468-476
Planning and Simulation for Medical Interventions
- Antonio R. Porras
Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. 479-487 - Fabio Carrillo
A Time Saver: Optimization Approach for the Fully Automatic 3D Planning of Forearm Osteotomies. 488-496 - Vivek Kumar Singh, Kai Ma, Birgi Tamersoy, Yao-Jen Chang, Andreas Wimmer, Thomas O'Donnell, Terrence Chen:
DARWIN: Deformable Patient Avatar Representation With Deep Image Network. 497-504 - Thomas Kurmann, Pablo Márquez-Neila, Xiaofei Du, Pascal Fua, Danail Stoyanov
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery. 505-513 - Rene M. Lacher, Francisco Vasconcelos, David Bishop, Norman R. Williams, Mohammed Keshtgar, David J. Hawkes, John H. Hipwell, Danail Stoyanov
A Comparative Study of Breast Surface Reconstruction for Aesthetic Outcome Assessment. 514-522 - Nazim Haouchine, Danail Stoyanov
DejaVu: Intra-operative Simulation for Surgical Gesture Rehearsal. 523-531 - Nadia Möri, Laura Gui, Christoph Jud, Orane Lorton, Rares Salomir, Philippe C. Cattin
An Optimal Control Approach for High Intensity Focused Ultrasound Self-Scanning Treatment Planning. 532-539 - Philipp Stefan, Séverine Habert, Alexander Winkler, Marc Lazarovici
A Mixed-Reality Approach to Radiation-Free Training of C-arm Based Surgery. 540-547 - Igor Peterlík, Nazim Haouchine, Lukás Rucka
Image-Driven Stochastic Identification of Boundary Conditions for Predictive Simulation. 548-556 - Josephine Granna, Arya Nabavi, Jessica Burgner-Kahrs
Toward Computer-Assisted Planning for Interstitial Laser Ablation of Malignant Brain Tumors Using a Tubular Continuum Robot. 557-565 - Xingjun Ma
Providing Effective Real-Time Feedback in Simulation-Based Surgical Training. 566-574
Interventional Imaging and Navigation
- Pierre Ambrosini, Daniel Ruijters
Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy. 577-585 - Ivan Aksamentov, Andru Putra Twinanda, Didier Mutter, Jacques Marescaux, Nicolas Padoy:
Deep Neural Networks Predict Remaining Surgery Duration from Cholecystectomy Videos. 586-593 - Francois Parent, Maxime Gerard, Raman Kashyap, Samuel Kadoury:
UV Exposed Optical Fibers with Frequency Domain Reflectometry for Device Tracking in Intra-arterial Procedures. 594-601 - Uditha L. Jayarathne, John Moore
Real-Time 3D Ultrasound Reconstruction and Visualization in the Context of Laparoscopy. 602-609 - Arash Pourtaherian, Farhad Ghazvinian Zanjani, Svitlana Zinger, Nenad Mihajlovic, Gary C. Ng, Hendrikus H. M. Korsten, Peter H. N. de With:
Improving Needle Detection in 3D Ultrasound Using Orthogonal-Plane Convolutional Networks. 610-618 - Lin Zhang, Menglong Ye, Stamatia Giannarou
Motion-Compensated Autonomous Scanning for Tumour Localisation Using Intraoperative Ultrasound. 619-627 - Raphael Prevost, Mehrdad Salehi, Julian Sprung, Alexander Ladikos, Robert Bauer, Wolfgang Wein:
Deep Learning for Sensorless 3D Freehand Ultrasound Imaging. 628-636 - Wenfeng Xia, Sacha Noimark, Sébastien Ourselin
Ultrasonic Needle Tracking with a Fibre-Optic Ultrasound Transmitter for Guidance of Minimally Invasive Fetal Surgery. 637-645 - Jiannan Zheng, Shun Miao, Rui Liao:
Learning CNNs with Pairwise Domain Adaption for Real-Time 6DoF Ultrasound Transducer Detection and Tracking from X-Ray Images. 646-654 - Sarah Latus
An Approach for Needle Based Optical Coherence Elastography Measurements. 655-663 - Iro Laina, Nicola Rieke
Concurrent Segmentation and Localization for Tracking of Surgical Instruments. 664-672 - Sasan Matinfar, M. Ali Nasseri
Surgical Soundtracks: Towards Automatic Musical Augmentation of Surgical Procedures. 673-681 - Mehrdad Salehi, Raphael Prevost, José Luis Moctezuma, Nassir Navab, Wolfgang Wein:
Precise Ultrasound Bone Registration with Learning-Based Segmentation and Speed of Sound Calibration. 682-690 - Benjamin Aubert
Convolutional Neural Network and In-Painting Techniques for the Automatic Assessment of Scoliotic Spine Surgery from Biplanar Radiographs. 691-699
Medical Image Computing
- Samineh Mesbah, Ahmed Shalaby, Sean Stills, Ahmed Soliman
A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue. 703-711 - Charley Gros, Benjamin De Leener, Sara M. Dupont, Allan R. Martin, Michael G. Fehlings, Rohit Bakshi, Subhash Tummala, Vincent Auclair, Donald G. McLaren, Virginie Callot
OptiC: Robust and Automatic Spinal Cord Localization on a Large Variety of MRI Data Using a Distance Transform Based Global Optimization. 712-719 - Jun Zhang, Mingxia Liu, Li Wang
Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks. 720-728 - Moo K. Chung
Online Statistical Inference for Large-Scale Binary Images. 729-736 - Catherine J. Scott, Jieqing Jiao, M. Jorge Cardoso, Andrew Melbourne, Enrico De Vita, David Thomas
Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis. 737-744 - Sandesh Ghimire, John L. Sapp, Milan Horacek, Linwei Wang:
A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging. 745-753 - James Fishbaugh, Marcel Prastawa
Data-Driven Rank Aggregation with Application to Grand Challenges. 754-762 - Hennadii Madan, Franjo Pernus, Ziga Spiclin:
Benchmarking Quantitative Imaging Biomarker Measurement Methods Without a Gold Standard. 763-771
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