Poster-ID assignment

Format: D-S-R-NUM
D: Presentation Date (M for Monday, T for Tuesday, W for Wednesday)
S: Session Number
R: Room
NUM: board number


Paper ID Poster ID Title
14 M-3-B-002 3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
23 M-1-B-005 Synapse-Aware Skeleton Generation for Neural Circuits
30 T-6-B-006 Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma
37 W-8-B-009 Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field
38 T-5-B-004 ImHistNet: Learnable Image Histogram Based DNN with Application to Noninvasive Determination of Carcinoma Grades in CT Scans
40 T-5-B-013 Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis
47 T-6-B-015 FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images
48 T-6-B-024 Multi-Resolution Path CNN with Deep Supervision for Intervertebral Disc Localization and Segmentation
59 M-3-B-011 Automated Infarct Segmentation from Follow-up Non-Contrast CT Scans in Patients with Acute Ischemic Stroke Using Dense Multi-Path Contextual Generative Adversarial Network
74 M-2-B-001 Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE
77 T-6-B-033 Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation
79 M-3-B-020 Discriminative Consistent Domain Generation for Semi-supervised Learning
80 T-5-B-022 Direct Quantification for Coronary Artery Stenosis Using Multiview Learning
86 T-6-B-042 Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning
88 M-3-B-029 Automatic Vertebrae Recognition from Arbitrary Spine MRI images by a Hierarchical Self-calibration Detection Framework
96 W-8-B-018 Hard Frame Detection and Online Mapping for Surgical Phase Recognition
97 M-3-B-038 ET-Net: A Generic Edge-Attention Guidance Network for Medical Image Segmentation
106 T-6-B-049 Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation
108 M-3-B-045 Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation
109 M-3-B-054 Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention
110 W-8-B-027 Discriminative Correlation Filter Network for Robust Landmark Tracking in Ultrasound Guided Intervention
115 W-8-B-036 Model-Based Recommendations for Optimal Surgical Placement of Epiretinal Implants
124 M-2-B-010 Autism Classification Using Topological Features and Deep Learning: A Cautionary Tale
131 M-3-B-063 Multi-View Learning with Feature Level Fusion for Cervical Dysplasia Diagnosis
132 M-3-B-068 3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation
139 T-6-B-058 Bronchus Segmentation and Classi cation by Neural Networks and Linear Programming
142 M-2-B-019 Predicting Early Stages of Neurodegenerative Diseases via Multi-task Low-rank Feature Learning
147 W-9-B-008 ARS-Net: Adaptively Rectified Supervision Network for Automated 3D Ultrasound Image Segmentation
149 M-1-B-014 High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions
150 M-2-B-028 A Dirty Multi-task Learning Method for Multi-modal Brain Imaging Genetics
155 T-5-B-031 R^2-Net: Recurrent and Recursive Network for Sparse-view CT Artifacts Removal
158 M-2-B-037 Learning-Guided Infinite Network Atlas Selection for Predicting Longitudinal Brain Network Evolution from a Single Observation
176 M-1-B-023 CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation
178 T-5-B-040 Exploiting Reliability-guided Aggregation for the Assessment of Curvilinear Structure Tortuosity
179 M-2-B-044 Inter-modality Dependence Induced Data Recovery for MCI Conversion Prediction
182 M-3-B-077 Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
183 T-5-B-047 SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis
195 T-5-B-056 Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition
196 T-5-B-065 Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment
198 W-9-B-017 Overcoming Data Limitation in Medical Visual Question Answering
202 M-3-B-085 Radiomics-guided  GAN for Segmentation of Liver Tumor without Contrast Agents
203 M-2-B-053 Combining Multiple Behavioral Measures and Multiple Connectomes via Multiway Canonical Correlation Analysis
207 M-3-B-093 VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation
211 W-8-B-052 Haptic Modes for Multiparameter Control in Robotic Surgery
214 M-2-B-062 Revealing Functional Connectivity by Learning Graph Laplacian
215 M-2-B-067 Constructing Multi-Scale Connectome Atlas by Learning Common Topology of Brain Networks
224 T-6-B-072 Multi-label Thoracic Disease Image Classification with Cross-attention Networks
225 T-5-B-070 Data-driven Enhancement of Blurry Retinal Images via Generative Adversarial Networks
227 M-2-B-076 Super-Resolved q-Space Deep Learning
228 W-9-B-026 Hand Pose Estimation for Pediatric Bone Age Assessment
230 M-1-B-032 DeepACE: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks
235 M-3-B-102 Automatic Segmentation of  Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss
239 W-8-B-061 Real-time Surface Deformation Recovery from Stereo Videos
251 W-9-B-035 Generalized Non-Rigid Point Set Registration with Hybrid Mixture Models Considering Anisotropic Positional Uncertainties
258 T-5-B-079 Evaluation of Retinal Image Quality Assessment Networks in Different Color-spaces
260 M-1-B-041 From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification
261 M-1-B-048 Ki-GAN: Knowledge Infusion Generative Adversarial Network for Photoacoustic Image Reconstruction in vivo
262 M-3-B-111 Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography
266 M-3-B-120 A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes
268 W-8-B-066 Learning-based X-ray Image Denoising Utilizing Model-based Image Simulations
271 T-5-B-091 Deep Learning Based Framework for Direct Reconstruction of PET Images
282 M-3-B-129 Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation
285 M-3-B-138 Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation
286 M-3-B-146 Weakly Supervised Brain Lesion Segmentation via Attentional Representation Learning
289 M-2-B-084 Unsupervised Deep Learning for Bayesian Brain MRI Segmentation
293 M-2-B-094 Hydranet: Data Augmentation for Regression Neural Networks
298 W-9-B-051 Synthesis and Inpainting-based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors
304 M-3-B-152 Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation
315 M-3-B-161 Integrating 3D Geometry of Organ for Improving Medical Imaging Segmentation
316 M-3-M-166 LSRC: A Long-Short Range Context-Fusing Framework for Automatic 3D Vertebra Localization
317 M-3-M-171 Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation
318 M-3-M-176 Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation
322 M-2-B-103 Symmetric Dual Adversarial Connectomic Domain Alignment for Predicting Isomorphic Brain Graph From a Baseline Graph
326 M-1-B-057 A Deep Reinforcement Learning Framework for Frame-by-frame Plaque Tracking on Intravascular Optical Coherence Tomography Image
331 M-3-M-182 Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors
333 M-3-M-191 From Unilateral to Bilateral Learning: Detecting Mammogram Masses with Contrasted Bilateral Network
338 M-3-M-199 Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels
346 T-6-B-081 Cephalometric Landmark Detection by Attentive Feature Pyramid Fusion and Regression-Voting
347 W-8-B-075 Towards fully automatic X-ray to CT registration
348 T-5-B-100 Unsupervised Anomaly Localization using Variational Auto-Encoders
354 T-6-B-089 MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation
355 M-2-B-110 Surface-based Tracking of U-fibers in the Superficial White Matter
357 W-8-B-095 An Automatic Approach to Reestablish Final Dental Occlusion for 1-Piece Maxillary Orthognathic Surgery
359 T-5-B-108 Consensus Neural Network for Medical Image Denoising with Only Noisy Training Samples
362 M-3-M-212 A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration
374 T-5-B-113 Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT
380 M-3-M-221 Automated Pulmonary Embolism Detection from CTPA Images using an End-to-End Convolutional Neural Network
383 W-8-B-104 Multi-task Localization and Segmentation for X-ray Guided Planning in Knee Surgery
385 T-6-B-098 Intracranial aneurysms detection in 3D cerebrovascular mesh model with ensemble deep learning
386 M-3-M-229 Incompressible image registration using divergence-conforming B-splines
389 M-3-M-242 Instance Segmentation from Volumetric Biomedical Images without Voxel-Wise Labeling
391 T-6-B-107 Invertible Network for Classification and Biomarker Selection for ASD
394 M-1-B-071 Multi-Index Optic Disc Quantification via MultiTask Ensemble Learning
396 T-6-B-115 Detecting Cannabis-Associated Cognitive Impairment using Resting-state fNIRS
402 W-8-B-118 A New Approach of Predicting Facial Changes following Orthognathic Surgery using Realistic Lip Sliding Effect
404 T-5-B-122 Detection and Correction of Cardiac MRI Motion Artefacts during Reconstruction from k-space
408 T-5-B-131 Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction
410 T-5-B-136 Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis
413 T-5-B-144 Wavelet-Based Semi-Supervised Adversarial Learning for Synthesizing Realistic 7T from 3T MRI
414 M-3-M-251 Placental Flattening via Volumetric Parameterization
416 T-6-B-124 Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
419 M-2-B-119 Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference
421 W-8-B-140 Interactive Endoscopy: A Next-Generation, Streamlined User Interface for Lung Surgery Navigation
422 M-1-B-080 PM-NET: Pyramid Multi-Label Network for Optic Disc and Cup Segmentation
425 M-1-B-090 IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation
427 M-1-B-099 Patch Transformer for Multi-tagging Whole Slide Histopathology Images
431 M-3-M-259 Simultaneous Lung Field Detection and Segmentation for Pediatric ChestRadiographs
434 M-3-M-272 Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network
437 T-6-B-134 An Automated Cobb Angle Estimation Method Using Convolutional Neural Network with Area Limitation
440 M-1-B-109 Enhanced Cycle-Consistent Generative Adversarial Network for Color Normalization of H&E Stained Images
441 M-3-M-281 Dual Encoding U-Net for Retinal Vessel Segmentation
447 T-6-B-143 Robust Multimodal Brain Tumor Segmentation via Feature Disentanglement and Gated Fusion
452 M-3-M-289 A deep learning approach to MR-less spatial normalization for tau PET images
453 M-3-M-302 Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration
467 M-2-B-128 Clustering of longitudinal shape data sets using mixture of separate or branching trajectories
468 M-2-B-139 Neural parameters estimation for brain tumor growth modeling
471 M-3-M-311 Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images
472 M-1-B-114 Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer
474 T-5-B-150 Concept-Centric Visual Turing Tests for Method Validation
475 M-3-M-319 A Divide-and-Conquer Approach Towards Understanding Deep Networks
479 T-5-B-159 Bayesian Volumetric Autoregressive generative models for better semisupervised learning
482 M-2-B-147 Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging
487 M-1-B-123 Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography
490 T-6-B-149 Disease-Image Specific Generative Adversarial Network for Brain Disease Diagnosis with Incomplete Multi-Modal Neuroimages
494 T-6-B-157 Detecting Acute Strokes from Non-Contrast CT Scan Data Using Deep Convolutional Neural Networks
495 T-6-M-178 GraphX$^{NET}-$ Chest X-Ray Classification Under Extreme Minimal Supervision
497 W-8-B-154 User guidance for point-of-care echocardiography using a multi-task deep neural network
500 T-5-M-164 Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking
503 M-2-B-153 Let’s agree to disagree: learning highly debatable multirater labelling.
506 M-2-B-162 Early Prediction of Alzheimer’s Disease progression using Variational Autoencoder
507 T-6-M-187 NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation
509 T-5-M-169 Semi-Supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control
511 M-1-B-132 Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier
513 W-8-M-168 Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery
516 T-5-M-174 Generalizable Feature Learning in the Presence of Data Bias and Domain Class Imbalance with Application to Skin Lesion Classification
518 W-8-M-184 Single Shot Needle Tip Localization in 2D Ultrasound
523 W-8-M-197 Free-view, 3D Gaze-Guided Robotic Scrub Nurse
526 M-3-M-330 Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
535 M-2-M-167 Deep Multi-modal Latent Representation Learning for Automated Dementia Diagnosis
542 M-3-M-335 Unsupervised Ensemble Strategy for Retinal Vessel Segmentation
549 W-8-M-206 A Mesh-Aware Ball-Pivoting Algorithm for Generating the Virtual Arachnoid Mater
552 T-6-M-194 Semi-supervised Segmentation of Liver Using Adversarial Learning with Deep Atlas Prior
554 M-3-M-341 Scalable Neural Architecture Search for 3D Medical Image Segmentation
565 M-3-F-344 Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification
568 T-6-M-203 Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization
573 M-3-F-353 DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy
578 M-2-M-172  Integrating Functional and Structural Connectivities via  Diffusion-Convolution-Bilinear Neural Network
579 M-3-F-362 Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
580 T-5-M-180 Enhancing OCT Signal by Fusion of GANs: Improving Statistical Power of Glaucoma Trials
581 W-9-B-060 Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis
583 T-5-M-189 Quality Control-Driven Image Segmentation Towards Reliable Automatic Image Analysis in Large-Scale Cardiovascular Magnetic Resonance Aortic Cine Imaging
586 M-3-F-364 Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images
589 M-3-F-371 Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation
595 M-3-F-377 Right Ventricle Segmentation in Short-Axis MRI Using A Shape Constrained Dense Connected U-net
596 T-6-M-208 Multi-Instance Multi-Scale CNN for Medical Image Classification
607 T-6-M-217 Leveraging Other Datasets for Medical Imaging Classification: Evaluation of Transfer, Multi-task and Semi-supervised Learning
623 M-3-F-386 Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations
624 T-6-M-224 Predicting the Evolution of White Matter Hyperintensities in Brain MRI using Generative Adversarial Networks and Irregularity Map
628 T-6-M-233 Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip Bone Segmentation in Ultrasound
632 M-2-M-177 Multimodal Data Registration for Brain Structural Association Networks
635 M-1-B-135 Nuclei Segmentation in Histopathological Images using Two-Stage Learning
637 M-3-F-391 SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation
643 M-3-F-400 Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images
653 T-6-M-238 Mask Embedding for Realistic High-resolution Medical Image Synthesis
657 W-9-B-074 Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network
661 T-6-M-247 RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation
674 W-9-B-083  Learning Where to Look While Tracking Instruments in  Robot-assisted Surgery
681 T-5-M-201 GANReDL: Medical Image enhancement using a generative adversarial network with real-order derivative induced loss functions
689 M-2-M-183 Consistent Brain Ageing Synthesis
693 T-5-M-210 VS-Net: Variable spitting network for accelerated parallel MRI reconstruction
694 T-6-M-254 InfoMask: Masked Variational Latent Representation to Localize Chest Disease
696 T-6-M-263 Unsupervised Clustering of Quantitative Imaging Subtypes using Autoencoder and Gaussian Mixture Model
697 M-3-F-405 Improved Inference via Deep Input Transfer
698 W-9-B-087 LumiPath – Towards Real-time Physically-based Rendering on Embedded Devices
705 M-3-F-414 Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT using Two-Stream Chained 3D Deep Network Fusion
706 W-8-M-214 Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss
707 M-3-F-419 Deep Esophageal Clinical Target Volume Delineation using Encoded 3D Spatial Context of Tumors, Lymph Nodes, and Organs At Risk
710 M-3-F-428 Mixed-Supervised Dual-Network for Medical Image Segmentation
711 W-9-B-096 Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories
714 T-6-M-268 End-to-End Dementia Status Prediction from Brain MRI using Multi-Task Weakly-Supervised Attention Network
716 M-2-M-192 Hierarchical Multi-Geodesic Model for Longitudinal Analysis of Temporal Trajectories of Anatomical Shape and Covariates
718 T-6-M-277 Robust and Discriminative Brain Genome Association Analysis
719 T-5-M-219 k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-temporal Correlations
725 T-5-M-231 3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis
726 M-3-F-435 Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging
727 M-3-E-438 Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints
728 M-3-E-443 HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion
730 M-3-E-448 Fast and Accurate Electron Microscopy Image Registration with 3D Convolution
731 T-6-M-284 Graph convolution based attention model for personalized disease prediction
732 T-5-M-240 Exploiting motion for deep learning reconstruction of extremely-undersampled dynamic MRI
739 M-3-E-453 On the applicability of registration uncertainty
747 W-9-B-105 MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation
748 M-1-B-158 Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening
756 M-1-M-163 CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation
763 T-6-M-293 Arterial Spin Labeling Images Synthesis via Locally-constrained WGAN-GP Ensemble
764 W-9-B-117 An Extremely Fast and Precise Convolutional Neural Network for Recognition and Localization of Cataract Surgical Tools
765 T-5-M-249 Reconstruction of Isotropic High-Resolution MR Image from Multiple Anisotropic Scans using Sparse Fidelity Loss and Adversarial Regularization
777 T-5-M-261 Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images
778 T-5-M-270 DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis
780 T-6-M-298 Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification
783 T-6-M-307 Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik’s Cube
785 M-2-M-198 A Novel Graph Wavelet Model for Brain Multi-Scale Activational-connectional Feature Fusion
792 M-3-E-458 Extreme Points Derived Confidence Map as a Cue for Class-Agnostic Interactive Segmentation Using Deep Neural Network
794 W-9-B-127 FetusMap: Fetal Pose Estimation in 3D Ultrasound
795 T-5-M-279 Deep Gated Neural Network for QSM Background Field Removal
798 T-5-M-291 A Two-Stage Multi-Loss Super-Resolution Network For Arterial Spin Labeling Magnetic Resonance Imaging
803 W-9-B-141 Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
804 W-9-B-155 Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video
806 M-1-M-179 Pancreatic Cancer Detection in Whole Slide Images Using Noisy Label Annotations
807 T-6-M-314 Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation
808 W-8-M-227 Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation
830 M-2-M-207 Integrating Neural Networks and Dictionary Learning for Multidimensional Clinical Characterizations from Functional Connectomics Data
831 W-9-M-185 Automated Noninvasive Seizure Detection and Localization Using Switching Markov Models and Convolutional Neural Networks
833 T-6-M-323 Feature Transformers: Privacy Preserving Life Learning Framework for Healthcare Applications
839 M-3-E-470 3DFPN-HS2: 3D Feature Pyramid Network Based High Sensitivity and Specificity Pulmonary Nodule Detection
846 M-3-E-479 DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation
854 W-8-M-236 Triplet Feature Learning on Endoscopic Video Manifold for Real-time Gastrointestinal Image Retargeting
855 T-5-M-300 Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
857 M-3-E-488 One Network To Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation
858 M-2-M-213 Constructing Consistent Longitudinal Brain Networks by Group-wise Graph Learning
859 M-2-M-222 DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber Tractography‏
872 T-5-M-309 Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction
874 M-1-M-188 Uncertainty guided semisupervised segmentation of retinal layers in OCT images
881 M-3-E-493 Echocardiography Segmentation by Quality Translation using Anatomically Constrained CycleGAN
892 W-9-M-196 Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects
897 M-1-M-193 Fully Deep Learning for Slit-lamp Photo based Nuclear Cataract Grading
899 T-6-F-348 Pre-operative Overall Survival Time Prediction for Glioblastoma Patients Using Deep Learning on Both Imaging Phenotype and Genotype
900 M-1-M-202 PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis
913 M-3-E-502 PseudoEdgeNet: Nuclei Segmentation only with Point Annotations
916 M-3-E-511 High Resolution Medical Image Segmentation using Data-swapping Method
927 T-6-F-357 Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster
934 T-6-F-375 TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays
936 W-8-M-244 Pathology-aware deep network visualization and its application in glaucoma image synthesis
937 M-3-E-519 Statistical intensity- and shape-modeling to automate cerebrovascular segmentation from TOF-MRA data
939 T-6-F-381 Diagnosis-guided multi-modal feature selection for prognosis prediction of lung squamous cell carcinoma
962 M-1-M-209 Adversarial Domain Adaptation and Pseudo-Labeling for Cross-Modality Microscopy Image Quantification
963 M-3-E-524 MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection
973 T-6-F-395 Spatiotemporal Breast Mass Detection Network (MD-Net) in 4D DCE-MRI Images
978 M-2-M-228 Variational Autoencoder for Regression: Application to Brain Aging Analysis
983 T-6-F-409 Longitudinal Change Detection on Chest X-rays using Geometric Correlation Maps
986 M-1-M-218 Deep Segmentation-Emendation Model for Gland Instance Segmentation
987 M-3-E-529 X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies
992 M-1-M-223 Attention Guided Network for Retinal Image Segmentation
996 T-6-F-423 Improving Robustness of Medical Image Diagnosis with Denoising Convolutional Neural Networks
1000 T-6-E-466 Novel Iterative Attention Focusing Strategy for Joint Pathology Localization and Diagnosis of MCI Progression
1005 M-3-E-534 3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation
1008 M-3-E-539 AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks
1010 T-4-B-003 Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation
1031 T-4-B-012 Multi-View Semi-supervised 3D Whole Brain Segmentation with a Self-Ensemble Network
1032 M-1-M-232 Deep Instance-Level Hard Negative Mining Model for Histopathology Images
1034 M-1-M-239 EDA-Net: Dense Aggregation of Deep and Shallow Information Achieves Quantitative Photoacoustic Blood Oxygenation Imaging Deep in Human Breast
1048 T-6-E-475 Improving Uncertainty Estimation in Convolutional Neural Networks Using Inter-rater Agreement
1052 T-5-M-321 A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation
1055 M-1-M-248 As easy as 1, 2… 4? Uncertainty in counting tasks for medical imaging
1059 M-1-M-253 Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis
1060 M-2-M-237 Interpretable Feature Learning Using Multi-Output Takagi-Sugeno-Kang Fuzzy System for Multi-center ASD Diagnosis
1071 M-1-M-262 Progressive Learning for Neuronal Population Reconstruction from Optical Microscopy Images
1074 M-1-M-269 Encoding histopathological WSIs using GNN for scalable diagnostically relevant regions retrieval
1076 T-4-B-021 Learning task-specific and shared representations in medical imaging
1078 T-4-B-030 The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
1080 T-4-B-039 LVC-Net: Medical Image Segmentation with Noisy Label Based on Local Visual Cues
1086 M-2-M-243 AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation
1090 W-9-M-205 Non-invasive Assessment of In Vivo Auricular Cartilage by Ultrashort Echo Time (UTE) T2* Mapping
1095 T-4-B-046 Selective Feature Aggregation Network with Area-boundary Constraints for Polyp Segmentation
1105 T-4-B-055 Abdominal Adipose Tissue Segmentation in MRI with Double Loss Function Collaborative Learning
1109 W-9-M-215 A Two-stage Framework for Real-time Guidewire Endpoint Localization
1110 M-2-M-252 TopAwaRe: Topology-Aware Registration
1115 W-9-M-226 A Multi-modal Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information
1119 M-1-M-278 Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response
1121 W-9-M-235 DME-Net: Diabetic Macular Edema Grading by Auxiliary Task Learning
1122 M-1-M-283 Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells
1123 T-4-B-064 ‘Project & Excite’ Modules for Segmentation of Volumetric Medical Scans
1128 M-2-M-258 RinQ Fingerprinting: Recurrence-informed Quantile Networks for Magnetic Resonance Fingerprinting
1129 T-6-E-484 Global and Local Interpretability for Cardiac MRI Classification
1134 T-6-E-497 3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata
1139 T-6-E-506 Discriminative Coronary Artery Tracking via 3D CNN in Cardiac CT Angiography
1144 W-9-M-245 Multiple Landmarks Detection using Multi-Agent Reinforcement Learning
1151 W-9-M-256 Learning and Understanding Deep Spatio-Temporal Representations from Free-Hand Fetal Ultrasound Sweeps
1159 T-5-M-328 BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization
1165 T-4-B-069 Multi-Class Gradient Harmonized Dice Loss with Application to Knee MR Image Segmentation
1167 T-4-B-078 Extract Bone Parts without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment
1168 W-7-B-007 PRSNet: Part Relation and Selection Network for Bone Age Assessment
1170 W-7-B-016 Misshapen Pelvis Landmark Detection by Spatial Local Correlation Mining for Diagnosing Developmental Dysplasia of the Hip
1192 T-4-B-086 Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation
1195 T-5-M-333 Multi-Stage Image Quality Assessment of Diffusion MRI via Semi-Supervised Nonlocal Residual Networks
1201 W-9-M-265 Captioning Ultrasound Images Automatically
1203 W-8-M-257 Direct Visual and Haptic Volume Rendering of Medical Data Sets for an Immersive Exploration in Virtual Reality
1207 W-7-B-025 DScGANS: Integrate Domain Knowledge in Training Dual-Path Semi-Supervised Conditional Generative Adversarial Networks and S3VM for Ultrasonography Thyroid Nodules Classification
1211 W-7-B-034 Regression-based Line Detection Network for Delineation of Largely Deformed Brain Midline
1218 T-5-M-339 Model Learning: Primal Dual Networks for Fast MR imaging
1221 T-4-B-092 Mask-MCNet: Instance Segmentation in 3D Point Cloud of Intra-oral Scans
1222 T-4-B-101 Interactive deep editing framework for medical image segmentation
1223 T-5-F-346 A Prior Learning Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging
1227 T-5-F-355 Reconstructing High-Quality Diffusion MRI Data from Orthogonal Slice-Undersampled Data Using Graph Convolutional Neural Networks
1231 M-2-M-267 CoCa-GAN: Common-feature-learning-based Context-aware Generative Adversarial Network for Glioma Grading
1232 T-4-B-112 Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray
1235 M-2-M-273 Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brains
1242 M-2-M-282 Deep Probabilistic Modeling of Glioma Growth
1252 T-4-B-121 Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice
1255 T-4-B-125 Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images through Recurrent Attention
1257 W-8-M-266 Towards a first mixed-reality first person point of view needle navigation system
1262 T-4-B-130 CLCI-Net: Cross-Level Fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke
1263 M-2-M-288 An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms
1272 M-2-M-297 Graph Neural Network for Interpreting Task-fMRI Biomarkers
1283 M-2-M-303 Improved Prediction of Cognitive Outcomes via Globally Aligned Imaging Biomarker Enrichments Over Progressions
1288 M-1-M-292 GAN-Based Image Enrichment in Digital Pathology Boosts Segmentation Accuracy
1289 T-5-F-366 Model-based Convolutional De-Aliasing Network Learning for Parallel MR Imaging
1295 W-7-B-043 Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis
1296 M-2-M-312 Disease Knowledge Transfer across Neurodegenerative Diseases
1297 W-7-B-050 Deep Granular Feature-Label Distribution Learning for Neuroimaging-based Infant Age Prediction
1300 M-2-M-318 Automated Parcellation of the Cortex using Structural Connectome Harmonics
1302 W-7-B-059 A CNN-Based Framework for Statistical Assessment of Spinal Shape and Curvature in Whole-Body MRI Images of Large Populations
1303 T-4-B-137 Matwo-CapsNet: A Multi-Label Semantic Segmentation Capsules Network
1307 M-2-M-327 Probing Brain Micro-Architecture by Orientation Distribution Invariant Identification of Diffusion Compartments
1310 M-2-M-331 Characterizing Non-Gaussian Diffusion in Heterogeneously Oriented Tissue Microenvironments
1327 W-7-B-073 Automatic paraspinal muscle segmentation in patients with lumbar pathology using deep convolutional neural network
1340 W-9-M-275 Efficient Ultrasound Image Analysis Models with Sonographer Gaze Assisted Distillation
1346 M-1-M-299 Evidence Localization for Pathology Images using Weakly Supervised Learning
1349 T-4-B-145 Brain Segmentation from k-space with End-to-end Recurrent Attention Network
1354 W-7-B-082 Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics
1360 T-4-B-151 Integrating cross-modality hallucinated MR information with CT to aid mediastinal lung tumor segmentation
1362 W-9-M-286 Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers
1366 W-9-M-295 Virtual Cardiac Surgical Planning through Hemodynamics Simulation and Design Optimization of Fontan Grafts
1369 T-4-B-160 PAN: Projective Adversarial Network for Medical Image Segmentation
1371 M-2-M-336 Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators
1372 W-8-M-274 Automated Surgical Activity Recognition with One Labeled Sequence
1375 M-2-M-342 Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis
1381 T-4-M-165 Liver Segmentation in Magnetic Resonance Imaging via Mean Shape Fitting with Fully Convolutional Neural Networks
1382 T-5-F-373 Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
1387 T-4-M-170 Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
1394 W-7-B-088 Task Adaptive Metric Space for Medium-Shot Medical Image Classification
1419 W-9-M-305 Real-time 3D reconstruction of colonoscopic surfaces for determining missing regions
1421 M-1-M-308 Active Appearance Model Induced Generative Adversarial Networks for Controlled Data Augmentation
1424 T-5-F-379 Isotropic MRI Super-Resolution Reconstruction with Multi-Scale Gradient Field Prior
1427 T-5-F-393 Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks
1431 M-2-F-343


Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions
1434 M-2-F-352 Bridging Imaging, Genetics, and Diagnosis in a Coupled Low-Dimensional Framework
1438 M-1-M-313 Improving Nuclei/Gland Instance Segmentation in Histopathology Images by Full Resolution Neural Network and Spatial Constrained Loss
1446 W-9-M-316 MeshSNet: Deep Multi-Scale Mesh Feature Learning for End-to-End Tooth Labeling on 3D Dental Surfaces
1451 M-2-F-361 Identify Hierarchical Structures from Task-based fMRI Data via Hybrid Spatiotemporal Neural Architecture Search Net
1453 M-2-F-363 Identification of Abnormal Circuit Dynamics in Major Depressive Disorder via Multiscale Neural Modeling of Resting-state fMRI
1458 M-1-M-322 Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes
1460 T-4-M-175 Constrained Domain Adaptation for Segmentation
1471 W-8-M-287 ARAMIS: Augmented Reality Assistance for Minimally Invasive Surgery using a Head-Mounted Display
1472 T-5-F-402 Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets
1475 T-5-F-407 SWTV-ACE: Spatially Weighted Regularization based Attenuation Coefficient Estimation Method for Hepatic Steatosis Detection
1476 T-5-F-416 Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks
1483 M-2-F-370 Multiple Sclerosis Lesion Segmentation with Tiramisu and 2.5D Stacked Slices
1487 M-2-F-376 Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression
1488 T-4-M-181 Spatial Warping Network for 3D Segmentation of the Hippocampus in MR Images
1500 T-4-M-190 Automated detection and type classification of central venous catheters in chest X-rays
1502 W-7-B-097 DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning
1503 T-4-M-200 Whole Heart and Great Vessel Segmentation in Congenital Heart Disease using Deep Neural Networks and Graph Matching
1507 T-4-M-211 Neural Architecture Search for Adversarial Medical Image Segmentation
1512 T-4-M-220 Automatically Localizing a Large Set of Spatially Correlated Key Points: A Case Study in Spine Imaging
1513 T-4-M-230 Cardiac MRI Segmentation with Strong Anatomical Guarantees
1514 W-9-M-325 A deep regression model for seed localization in prostate brachytherapy
1522 M-2-F-385 Optimal experimental design for biophysical modelling in multidimensional diffusion MRI
1524 M-2-F-390 Fast Polynomial Approximation to Heat Diffusion in Manifolds
1525 W-9-M-338 Harmonic Balance Techniques in Cardiovascular Fluid Mechanics
1530 W-9-F-350 Fourier Spectral Dynamic Data Assimilation: Interlacing CFD with 4D Flow MRI
1531 W-8-M-296


Development of an Multi-objective Optimized Planning Method for Microwave Liver Tumor Ablation
1539 M-1-M-332 Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy
1541 M-2-F-399 Uncertainty-informed detection of epileptogenic brain malformations using Bayesian neural networks
1542 T-4-M-241 Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders
1547 T-5-F-421 Fused Detection of Retinal Biomarkers in OCT Volumes
1551 W-7-B-106 Deep Multi Label Classification in Affine Subspaces
1557 W-8-M-304 One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud
1566 M-1-F-347 Vessel-Net: Retinal Vessel Segmentation under Multi-path Supervision
1575 M-2-F-404 Intrinsic Patch-based Cortical Anatomical Parcellation using Graph Convolutional Neural Network on Surface Manifold
1579 T-4-M-250 Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data
1590 T-5-F-430 RCA-U-Net: Residual Channel Attention U-Net for Fast Tissue Quantification in Magnetic Resonance Fingerprinting
1596 M-2-F-413 Hierarchical parcellation of the cerebellum
1597 W-8-M-317 Towards Multiple Instance Learning and Hermann Weyl’s Discrepancy for Robust Image-Guided Bronchoscopic Intervention
1604 T-4-M-260 Harnessing 2D Networks and 3D Features for Automated Pancreas Segmentation from Volumetric CT Images
1606 W-8-M-326 A Novel Endoscopic Navigation System: Simultaneous Endoscope and Radial Ultrasound Probe Tracking Without External Trackers
1611 T-4-M-271 Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images
1617 T-4-M-280 Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks
1619 M-2-F-418


Interpretable Multimodality Embedding of Cerebral Cortex Using Attention Graph Network for Identifying Bipolar Disorder
1622 M-2-F-427 Joint Identification of Network Hub Nodes by Multivariate Graph Inference
1624 W-9-F-359 Generating Pareto optimal dose distributions for radiation therapy treatment planning
1632 W-7-B-116 Dynamic Spectral Convolution Networks with Assistant Task Training for Early MCI diagnosis
1635 M-2-F-434 Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
1640 W-9-F-368 Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function
1649 W-7-B-126 LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke
1653 T-4-M-290 Group-wise Graph Matching of Cortical Gyral Hinges
1657 M-1-F-356 Limited-Angle Diffuse Optical Tomography Image Reconstruction using Deep Learning
1664 T-4-M-301 CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion
1665 T-4-M-310 Multi-view Graph Matching of Cortical Landmarks
1666 M-2-E-437 Multi-layer temporal network analysis reveals increasing temporal reachability and spreadability in the first two years of life
1668 W-9-F-383 Fetal Pose Estimation in Volumetric MRI using 3D Convolution Neural Network
1678 W-7-B-133 Similarity steered generative adversarial network and adaptive transfer learning for malignancy characterization of hepatocellualr carcinoma
1683 W-8-M-337 Learning to Detect Collisions for Continuum Manipulators without a Prior Model
1695 W-7-B-142 INN: Inflated Neural Networks for IPMN Diagnosis
1699 M-2-E-442 Recurrent sub-volume analysis of head CT scans for the detection of intracranial hemorrhage
1708 W-7-B-148 Contextual Deep Regression Network for Volume Estimation in Orbital CT
1718 W-7-B-156 Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
1720 W-7-M-173 Pulmonary Vessel Segmentation based on Orthogonal Fused U-Net++ of Chest CT Images
1740 T-4-M-320 Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation
1741 W-7-M-186 Efficient Soft-Constrained Clustering for Group-Based Labeling
1745 M-1-F-374 CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels
1753 T-4-M-329 HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images
1764 T-5-E-440 Learned Full-sampling Reconstruction
1769 M-1-F-380 Deep Local-Global Refinement Network for Stent Analysis in IVOCT Images
1771 W-7-M-195 Uncertainty measurements for the reliable classification of mammograms
1772 W-7-M-204 Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation
1773 W-7-M-216 Adversarial Policy Gradient for Deep Learning Image Augmentation
1775 T-5-E-445 A Novel Loss Function Incorporating Imaging Acquisition Physics for PET Attenuation Map Generation using Deep Learning
1776 W-8-F-351 Continually Modeling Alzheimer’s Disease Progression via Deep Multi-Order Preserving Weight Consolidation
1794 M-1-F-394 Precise Separation of Adjacent Nuclei using a Siamese Neural Network
1814 M-1-F-403 Biological Age Estimated from Retinal Imaging: A Novel Biomarker of Aging
1815 T-4-M-334 Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks
1823 W-7-M-225 Decoding brain functional connectivity implicated in AD and MCI
1825 T-4-M-340 Deep Cascaded Attention Networks for Multi-task Brain Tumor Segmentation
1843 M-1-F-408 Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models
1849 T-5-E-450 Single Image Based Reconstruction of High Field-like MR Images
1850 T-4-F-345 Probabilistic Atlases to Enforce Topological Constraints
1851 W-8-F-360 Optimizing Clearance of Bézier Spline Trajectories for Minimally-Invasive Surgery
1861 W-7-M-234 Robust Cochlear Modiolar Axis Detection in CT
1863 T-4-F-354 Dual-Stream Pyramid Registration  Network
1868 T-5-E-455 Joint Reconstruction of PET + Parallel-MRI in a Bayesian Coupled-Dictionary MRF Framework
1871 T-5-E-460 A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement
1873 M-1-F-422 Multi-task learning of a deep K-nearest neighbour network for histopathological image classification and retrieval
1879 W-8-F-369 Deep Sequential Mosaicking of Fetoscopic Videos
1889 W-7-M-246 Siamese U-Net with Healthy Template for Accurate Segmentation of Intracranial Hemorrhage
1899 W-9-F-389 Towards whole placenta segmentation at late gestation using multi-view ultrasound images
1900 T-4-F-365 ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths
1916 W-7-M-255 Realistic Breast Mass Generation through BIRADS Category
1923 W-9-F-397 Gastric cancer detection from endoscopic images using synthesis by GAN
1927 T-4-F-372 Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy
1931 W-7-M-264 Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classfi cation
1934 W-7-M-276 Normal appearance autoencoder for lung cancer detection and segmentation
1935 M-1-E-451 Cell Tracking with Deep Learning for Cell Detection and Motion Estimation in Low-Frame-Rate
1936 W-7-M-285 Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss
1939 T-4-F-378 Tubular Structure Segmentation Using Spatial Fully Connected Network With Radial Distance Loss for 3D Medical Images
1951 M-2-E-447 Complete Fetal Head Compounding from Multi-View 3D Ultrasound
1957 W-7-M-294 Learning from Longitudinal Mammography Studies
1960 M-2-E-452 Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties
1964 T-4-F-387 Fine-Scale Vessel Extraction in Fundus Images by Registration with Fluorescein Angiography
1983 M-2-E-457 A Deep Learning Framework for Noise Component Detection from Resting-state Functional MRI
1985 T-4-F-392 A Joint 3D+2D Fully Convolutional Framework for Subcortical Segmentation
1987 W-7-M-306 Weakly Supervised Universal Fracture Detection in Pelvic X-rays
1993 M-2-E-462 Harmonization of Infant Cortical Thickness using Surface-to-Surface Cycle-Consistent Adversarial Networks
1995 M-1-E-456 Deep Multi-Instance Learning for survival prediction from Whole Slide Images
2004 W-7-M-315 A Comprehensive Framework for Accurate Classification of Pulmonary Nodules
2012 W-7-M-324 Adaptive Sparsity Regularization Based Collaborative Clustering for Cancer Prognosis
2013 W-9-F-411 Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery
2019 M-1-E-461 Combined Learning for Similar Tasks with Domain-Switching Networks
2024 W-8-F-384 A generative model of hyperelastic strain energy density functions for real-time simulation of brain tissue deformation
2026 W-7-F-349 Texture-based classification of significant stenosis in CCTA multi-view images of coronary arteries
2032 M-1-E-467 PlacentaNet: Automatic Morphological Characterization of Placenta Photos with Deep Learning
2041 W-7-F-358 A Surface-Theoretic Approach for Statistical Shape Modeling
2044 M-1-E-476 ConCORDe-Net: Cell Count Regularized Convolutional Neural Network for Cell Detection in Multiplex Immunohistochemistry Images
2055 T-5-E-468 Image data validation for medical systems
2059 W-7-F-367 How to learn from unlabeled volume data: Self-Supervised 3D Context Feature Learning
2061 T-4-F-401 Online atlasing using an iterative centroid
2066 W-8-F-398 Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images
2072 T-4-F-406 Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation
2076 W-7-F-382 Retinal Abnormalities Recognition Using Regional Multitask Learning
2083 T-4-F-415 Improved Placental Parameter Estimation Using Data-Driven Bayesian Modelling
2093 W-7-F-388 Refined Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants
2102 T-5-E-477 Multi-Stage Prediction Networks for Data Harmonization
2106 T-4-F-420 Unsupervised Quality Control of Image Segmentation based on Bayesian Learning
2108 M-2-E-471 Automated Lesion Detection by Regressing Intensity-Based Distance with a Neural Network
2117 T-5-E-486 3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images
2127 W-8-F-412 An Integrated Multi-Physics Finite Element Modeling Framework for Deep Brain Stimulation: Preliminary Study on Impact of Brain Shift on Neuronal Pathways
2132 M-1-E-485 Unsupervised Subtyping of Cholangiocarcinoma Using A Deep Clustering Convolutional Autoencoder
2135 W-8-F-417 Simulation of Balloon-Expandable Coronary Stent Apposition with Plastic Beam Elements
2147 T-4-F-429 U-ReSNet: Ultimate coupling of Registration and Segmentation with deep Nets
2148 T-5-E-495 Quantifying and Leveraging Classi fication Uncertainty for Chest Radiograph Assessment
2151 T-5-E-504 Linear Time Invariant Model based Motion Correction (LiMo-Moco) of Dynamic Radial Contrast Enhanced MRI
2154 M-1-E-496 Multiclass deep active learning for detecting red blood cell subtypes in brightfield microscopy images
2155 M-1-E-505 Whole-Sample Mapping of Cancerous and Benign Tissue Properties
2158 W-8-F-426 Using 3D Convolutional Neural Networks to learn spatiotemporal features for automatic surgical gesture recognition in video
2163 M-1-E-514 Accelerated ML-assisted Tumor Detection in High-Resolution Histopathology Images
2166 W-7-F-396 Semi-Supervised Learning by Disentangling and Self-Ensembling over Stochastic Latent Space
2173 W-8-F-433 Landmark-guided Deformable Image Registration for Supervised Autonomous Robotic Tumor Resection
2174 M-2-E-480 Deep white matter analysis: fast, consistent tractography segmentation across populations and dMRI acquisitions
2176 T-4-F-436 PHiSeg: Capturing Uncertainty in Medical Image Segmentation
2184 T-4-E-439 Generative adversarial network for segmentation of motion affected neonatal brain MRI
2185 T-4-E-444 Unsupervised Deformable Image Registration Using Cycle-Consistent CNN
2190 W-8-E-463 3D Modelling of the residual freezing for renal cryoablation simulation and prediction
2192 T-4-E-449 mlVIRNET: Multilevel Variational Image Registration Network
2199 T-4-E-454 Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
2207 T-5-E-513 Deep Variational Networks with Exponential Weighting for Learning Computed Tomography
2225 T-4-E-459 Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images
2226 M-2-E-492 Early Development of Infant Brain Complex Network
2227 T-4-E-469 Curriculum semi-supervised segmentation
2229 W-9-F-425 Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization
2232 W-8-E-472 Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation
2237 T-4-E-478 Bronchial Cartilage Assessment with Model-Based GAN Regressor
2252 T-4-E-487 Fully convolutional boundary regression for retina OCT segmentation
2267 W-9-F-432 Attenuation Imaging with Pulse-Echo Ultrasound based on an Acoustic Reflector
2273 T-5-E-517 Cone-Beam Computed Tomography (CBCT) segmentation by adversarial learning domain adaptation
2274 M-1-E-516 Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework
2277 T-5-E-522 Medical-based Deep Curriculum Learning for Improved Fracture Classification
2279 W-7-F-410 A Deep Learning Design for improving Topology Coherence in Blood Vessel Segmentation
2281 T-4-E-494 Targeting Precision with Data Augmented Samples in Deep Learning
2283 T-4-E-503 Permutohedral Attention Module for Efficient Non-Local Neural Networks
2284 T-5-E-527 Model-based reconstruction for highly accelerated first-pass perfusion cardiac MRI
2289 W-8-E-481 Physics-based Deep Neural Network for Augmented Reality during Liver Surgery
2292 M-1-E-521 Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification
2294 W-8-E-491 Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training
2295 W-9-E-446 A Sparsely Distributed Intra-cardial Ultrasonic Array for Real-time Endocardial Mapping
2296 W-7-F-424 Learning Interpretable Features via Adversarially Robust Optimization
2297 W-7-F-431 Adaptive image-feature learning for disease classification using inductive graph networks
2314 T-4-E-512 Spectral CT based training dataset generation and augmentation for conventional CT vascular segmentation
2315 W-7-E-441 Spatial-Frequency Non-Local Convolutional LSTM Network for pRCC classification
2318 W-7-E-465 Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data
2319 W-7-E-474 Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation
2329 W-7-E-483 STructural Rectal Atlas Deformation (StRAD) features for characterizing intra- and peri-wall chemoradiation response on MRI
2332 W-7-E-489 Response Estimation through Spatially Oriented Neural Network and Texture Ensemble (RESONATE)
2352 W-9-E-464 An unsupervised domain adaptation approach to classification of stem cell-derived cardiomyocytes
2361 M-2-E-501 Fast and Scalable Optimal Transport for Brain Tractograms
2367 T-4-E-518 A Soft STAPLE Algorithm Combined with Anatomical Knowledge
2371 W-9-E-473 Deep Learning based Metal Artifacts Reduction in post-operative Cochlear Implant CT Imaging
2378 M-2-E-510 A matched filter decomposition of fMRI into resting and task components
2384 M-2-E-515 Cortical Surface Parcellation using Spherical Convolutional Neural Networks
2397 W-8-E-500 Conditional Segmentation in Lieu of Image Registration
2406 M-2-E-520 Topographic Filtering of Tractograms as Vector Field Flows
2413 T-4-E-523 Volumetric Attention for 3D Medical Image Segmentation and Detection
2417 M-2-E-525 Learned attention maps for 3D CNN prediction of future disease progression from patient images
2439 W-7-E-498 Adversarial regression training for visualizing the progression of chronic obstructive pulmonary disease with chest x-rays
2443 W-9-E-482 Semi-autonomous Robotic Anastomoses of Vaginal Cuffs using Marker Enhanced 3D Imaging and Path Planning
2455 W-9-E-490 Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model
2457 W-7-E-507 Dual-view Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms
2461 T-5-E-532 Hybrid Generative Adversarial Networks for Deep MR to CT Synthesis using Unpaired Data
2489 M-2-E-530 Unified Modeling of Imputation, Forecasting, and Prediction for AD Progression
2495 W-8-E-509 Investigating the role of VR in a simulation-based medical planning system for coronary interventions
2552 M-2-E-535 Surface-Based Spatial Pyramid Matching of Cortical Regions for Analysis of Cognitive Performance
2558 M-1-E-526 Coidentification of group-level hole structures in brain networks via Hodge Laplacian
2560 T-4-E-528 Segmentation of Vessels in Ultra High Frequency Ultrasound Sequences using Contextual Memory
2563 W-9-E-499 Deep Learning-based Universal Beamformer for Ultrasound Imaging
2564 T-4-E-533 Resource_Optimized_Neural_Architecture_Search_for_3D_Medical_Image_Segmentation
2569 M-1-E-531 Diverse Multiple Prediction on Neural Image Reconstruction
2587 M-2-E-540 HR-CAM: Precise Localization of pathology using multi-level learning in CNNs
2601 W-9-E-508 Doubly Weak Supervision of Deep Learning Models for Head CT
2628 T-4-E-538 Improving Multi-Atlas Segmentation by Convolutional Neural Network Based Patch Error Estimation
2632 T-5-E-537 Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs
2635 M-1-E-536 Local and Global Consistency Regularized Mean Teacher for Semi-supervised Nuclei Classification

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