Medical Image Computing and Computer Assisted Intervention – MICCAI 2019

Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation

Pages 48-56

Jungo, Alain (et al.)

Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation

Pages 57-65

Li, Cheng (et al.)

Extreme Points Derived Confidence Map as a Cue for Class-Agnostic Interactive Segmentation Using Deep Neural Network

Pages 66-73

Khan, Shadab (et al.)

Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation

Pages 74-82

Dorent, Reuben (et al.)

Instance Segmentation from Volumetric Biomedical Images Without Voxel-Wise Labeling

Pages 83-91

Dong, Meng (et al.)

Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice

Pages 92-100

Bertels, Jeroen (et al.)

Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation

Pages 101-109

Hou, Xianxu (et al.)

HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images

Pages 110-118

Jia, Haozhe (et al.)

PHiSeg: Capturing Uncertainty in Medical Image Segmentation

Pages 119-127

Baumgartner, Christian F. (et al.)

Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data

Pages 128-136

Ma, Chunwei (et al.)

Supervised Uncertainty Quantification for Segmentation with Multiple Annotations

Pages 137-145

Hu, Shi (et al.)

3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images

Pages 146-154

Zeng, Guodong (et al.)

Hyper-Pairing Network for Multi-phase Pancreatic Ductal Adenocarcinoma Segmentation

Pages 155-163

Zhou, Yuyin (et al.)

Statistical Intensity- and Shape-Modeling to Automate Cerebrovascular Segmentation from TOF-MRA Data

Pages 164-172

Zhou, Shoujun (et al.)

Segmentation of Vessels in Ultra High Frequency Ultrasound Sequences Using Contextual Memory

Pages 173-181

Mathai, Tejas Sudharshan (et al.)

Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT Using Two-Stream Chained 3D Deep Network Fusion

Pages 182-191

Jin, Dakai (et al.)

Mixed-Supervised Dual-Network for Medical Image Segmentation

Pages 192-200

Wang, Duo (et al.)

Fully Automated Pancreas Segmentation with Two-Stage 3D Convolutional Neural Networks

Pages 201-209

Zhao, Ningning (et al.)

Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation

Pages 210-218

Fang, Chaowei (et al.)

Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images

Pages 219-227

Amer, Rula (et al.)

Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation

Pages 228-236

Bae, Woong (et al.)

Radiomics-guided GAN for Segmentation of Liver Tumor Without Contrast Agents

Pages 237-245

Xiao, Xiaojiao (et al.)

Liver Segmentation in Magnetic Resonance Imaging via Mean Shape Fitting with Fully Convolutional Neural Networks

Pages 246-254

Zeng, Qi (et al.)

Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation

Pages 255-263

Yang, Junlin (et al.)

Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss

Pages 264-272

Wang, Guotai (et al.)

Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation

Pages 273-281

Balsiger, Fabian (et al.)

Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation

Pages 282-290

Tan, Chaowei (et al.)

3D U$$^2$$-Net: A 3D Universal U-Net for Multi-domain Medical Image Segmentation

Pages 291-299

Huang, Chao (et al.)

Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation

Pages 300-308

Ozbulak, Utku (et al.)

Multi-resolution Path CNN with Deep Supervision for Intervertebral Disc Localization and Segmentation

Pages 309-317

Gao, Yunhe (et al.)

Automatic Paraspinal Muscle Segmentation in Patients with Lumbar Pathology Using Deep Convolutional Neural Network

Pages 318-325

Xia, Wenyao (et al.)

Constrained Domain Adaptation for Segmentation

Pages 326-334

Bateson, Mathilde (et al.)

Image-and-Spatial Transformer Networks for Structure-Guided Image Registration

Pages 337-345

Lee, Matthew C. H. (et al.)

Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration

Pages 346-354

Liu, Lihao (et al.)

A Deep Learning Approach to MR-less Spatial Normalization for Tau PET Images

Pages 355-363

Alvén, Jennifer (et al.)

TopAwaRe: Topology-Aware Registration

Pages 364-372

Nielsen, Rune Kok (et al.)

Multimodal Data Registration for Brain Structural Association Networks

Pages 373-381

Lee, David S. (et al.)

Dual-Stream Pyramid Registration Network

Pages 382-390

Hu, Xiaojun (et al.)

A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration

Pages 391-400

Bhalodia, Riddhish (et al.)

Conditional Segmentation in Lieu of Image Registration

Pages 401-409

Hu, Yipeng (et al.)

On the Applicability of Registration Uncertainty

Pages 410-419

Luo, Jie (et al.)

DeepAtlas: Joint Semi-supervised Learning of Image Registration and Segmentation

Pages 420-429

Xu, Zhenlin (et al.)

Linear Time Invariant Model Based Motion Correction (LiMo-MoCo) of Dynamic Radial Contrast Enhanced MRI

Pages 430-437

Coll-Font, Jaume (et al.)

Incompressible Image Registration Using Divergence-Conforming B-Splines

Pages 438-446

Fidon, Lucas (et al.)

Direct Quantification for Coronary Artery Stenosis Using Multiview Learning

Pages 449-457

Zhang, Dong (et al.)

Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization

Pages 458-467

Dhamala, Jwala (et al.)

Discriminative Coronary Artery Tracking via 3D CNN in Cardiac CT Angiography

Pages 468-476

Yang, Han (et al.)

Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching

Pages 477-485

Xu, Xiaowei (et al.)

Harmonic Balance Techniques in Cardiovascular Fluid Mechanics

Pages 486-494

Koltukluoğlu, Taha Sabri (et al.)

Deep Learning Within a Priori Temporal Feature Spaces for Large-Scale Dynamic MR Image Reconstruction: Application to 5-D Cardiac MR Multitasking

Pages 495-504

Chen, Yuhua (et al.)

k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-Temporal Correlations

Pages 505-513

Qin, Chen (et al.)

Model-Based Reconstruction for Highly Accelerated First-Pass Perfusion Cardiac MRI

Pages 514-522

Correia, Teresa (et al.)

Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images

Pages 523-531

Chen, Chen (et al.)

Right Ventricle Segmentation in Short-Axis MRI Using a Shape Constrained Dense Connected U-Net

Pages 532-540

Yang, Hao (et al.)

Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction

Pages 541-549

Bai, Wenjia (et al.)

A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation

Pages 550-558

Zhang, Rongzhao (et al.)

Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors

Pages 559-567

Yue, Qian (et al.)

Curriculum Semi-supervised Segmentation

Pages 568-576

Kervadec, Hoel (et al.)

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information

Pages 577-585

Xia, Chaoyang (et al.)

3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata

Pages 586-594

Attar, Rahman (et al.)

Discriminative Consistent Domain Generation for Semi-supervised Learning

Pages 595-604

Chen, Jun (et al.)

Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation

Pages 605-613

Yu, Lequan (et al.)

MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation

Pages 614-622

Wang, Tianchen (et al.)

The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN

Pages 623-631

Yan, Wenjun (et al.)

Cardiac MRI Segmentation with Strong Anatomical Guarantees

Pages 632-640

Painchaud, Nathan (et al.)

Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images

Pages 641-650

Zhang, Yizhe (et al.)

Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets

Pages 651-659

Zhang, Le (et al.)

Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks

Pages 660-668

Zhang, Le (et al.)

Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation

Pages 669-677

Ouyang, Cheng (et al.)

Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation

Pages 678-686

Li, Ming (et al.)

Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks

Pages 687-695

Liao, Zhibin (et al.)

Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms

Pages 696-704

Behnami, Delaram (et al.)

Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model

Pages 705-713

Taheri Dezaki, Fatemeh (et al.)

Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images

Pages 714-722

Yu, Fei (et al.)

DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning

Pages 723-731

Lu, Jen-Tang (et al.)

Texture-Based Classification of Significant Stenosis in CCTA Multi-view Images of Coronary Arteries

Pages 732-740

Tejero-de-Pablos, Antonio (et al.)

Fourier Spectral Dynamic Data Assimilation: Interlacing CFD with 4D Flow MRI

Pages 741-749

Koltukluoğlu, Taha Sabri

Quality Control-Driven Image Segmentation Towards Reliable Automatic Image Analysis in Large-Scale Cardiovascular Magnetic Resonance Aortic Cine Imaging

Pages 750-758

Hann, Evan (et al.)

HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion

Pages 759-767

Zheng, Hao (et al.)

Spectral CT Based Training Dataset Generation and Augmentation for Conventional CT Vascular Segmentation

Pages 768-775

Lartaud, Pierre-Jean (et al.)

Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging

Pages 776-784

Gao, Zhifan (et al.)

Neural Parameters Estimation for Brain Tumor Growth Modeling

Pages 787-795

Ezhov, Ivan (et al.)

Learning-Guided Infinite Network Atlas Selection for Predicting Longitudinal Brain Network Evolution from a Single Observation

Pages 796-805

Ezzine, Baha Eddine (et al.)

Deep Probabilistic Modeling of Glioma Growth

Pages 806-814

Petersen, Jens (et al.)

Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brain

Pages 815-822

Ahmad, Sahar (et al.)

Variational AutoEncoder for Regression: Application to Brain Aging Analysis

Pages 823-831

Zhao, Qingyu (et al.)

Early Development of Infant Brain Complex Network

Pages 832-840

Jiang, Weixiong (et al.)

Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties

Pages 841-849

Wang, Fan (et al.)

Continually Modeling Alzheimer’s Disease Progression via Deep Multi-order Preserving Weight Consolidation

Pages 850-859

Zhang, Jie (et al.)

Disease Knowledge Transfer Across Neurodegenerative Diseases

Pages 860-868

Marinescu, Răzvan V. (et al.)