Medical Imaging

Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations WACV 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis NeurIPS 2022 Synthetic Generation of Face Videos With Plethysmograph Physiology CVPR 2022 Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations CVPR 2022 Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow CVPR 2022 Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis WACV 2022 Towards Low-Cost and Efficient Malaria Detection CVPR 2022 Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022 UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-Wise Perspective with Transformer AAAI 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022 VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification ACL 2022 What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 X-MIR: EXplainable Medical Image Retrieval WACV 2022 3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management CVPR 2021 4D Hyperspectral Photoacoustic Data Restoration With Reliability Analysis CVPR 2021 A Self-Boosting Framework for Automated Radiographic Report Generation CVPR 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation NeurIPS 2021 Automated Generation of Accurate & Fluent Medical X-ray Reports EMNLP 2021 Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021 Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization CVPR 2021 Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021