Time-critical Modeling and Rendering: Geometry-based and Image-based Approaches

A Novel Macro Particle Method for Compressible Flows: Graphics and Fluid Dynamics Applications

Collaborative Virtual Environment for Web-based Medical Education

Fuzzifications of Choquet Integral and Their Applications on Data Mining

Realtime Techniques for Surgical Simulations

Computational Techniques for Statistical Morphometric Analysis of 3D MRI Data of Human Skull and Brain

Texture Aware Approaches Enhancing Visual Appearance

Key Techniques for Realistic, Interactive and Collaborative Virtual Surgery

Unsupervised Learning with High-dimensional Samples

Robust MR-TRUS Fusion for Image-guided Prostate Interventions

Towards Intelligent Diagnosis: Deep Learning for Biomarker Detection and Semantic Parsing from Medical Images

Meshless Approximation Methods for Medical Simulation and Fluid Animation

Heterogeneous Modeling for Statistical Learning with Bayesian Nonparametric Approaches

Computational Methods for 3D Mesh and 2D Image Layer Separations

Statistical Learning for Sample-limited High-dimensional Data

Analyzing High-dimensional Medical Images with Deep Learning

Towards AI-empowered Healthcare: Medical Image Analysis with Data-Efficient Deep Learning

Deep Learning for Ultrasound Image Analysis: From Feasibility to Robustness

Towards Intelligent Surgery: Dynamic Surgical Video Analysis with Deep Learning

Maximizing the Data Utilization Efficiency in Medical Imaging Diagnosis: from Full Supervision to Weak Supervision

Shadow Detection and Removal with Deep Learning

Deep Learning Approaches for 3D Point Cloud Analysis and Applications

Key Techniques of Radiofrequency Ablation Surgery Planning for Liver Tumors

Balancing Accuracy and Fairness in Recommender Systems: From Offline to Online Algorithms

Novel Techniques to Enhance Selection and Typing Tasks in VR Environment

Weakly Supervised Deep Learning for Large-scale Medical Image Analysis

Large Scale Pathological Whole-Slide Image Analysis via Efficient Deep Learning

Enhancing Robustness of Deep Neural Networks for Analyzing Heterogeneous Medical Images

A Study on Deep Neural Networks Trained with Noisy Labels

Deep Learning for Surgical Video Analysis: From Recognition to Prediction

Towards Cost-effective Medical Image Analysis: From Active Learning, Semi-Supervised Learning to Cross-Domain Learning

Deep Model Generalization for Medical Image Analysis

Efficient Learning for High Dimensional Medical Image Computing: from Micro to Macro

3D Point Cloud Analysis via Deep Learning

Towards Data-efficient Cardiac Image Analysis: From Cross-domain Learning to Domain-incremental Learning

Multi-center Medical Image Computing with Robust Federated Learning and Beyond

Understanding and Learning From Imperfect Data for Medical Image Diagnosis

Exploring Video Correspondence for Efficient Cognitive Intelligence in Robotic Surgery

High Performance Computer Simulated Bronchoscopy with Interactive Navigation

Interactive Illumination and Navigation Control in an Image based Environment

Reconstruction and Analysis of 4D Heart Motion from Tagged MR Images