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Publications in Computer Vision

Population Shrinkage of Covariance (PoSCE) for Better Individual Brain Functional-Connectivity Estimation

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2019English

An Atlas-Based Geometry Pipeline for Cardiac Hermite Model Construction and Diffusion Tensor Reorientation

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2012English

Evaluating Reinforcement Learning Agents for Anatomical Landmark Detection

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2019English

Characterization of U-Shape Streamline Fibers: Methods and Applications

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2014English

Cross Contrast Multi-Channel Image Registration Using Image Synthesis for MR Brain Images

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2017English

Construction of 4D High-Definition Cortical Surface Atlases of Infants: Methods and Applications

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2015English

Training Recurrent Neural Networks Robust to Incomplete Data: Application to Alzheimer’s Disease Progression Modeling

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2019English

Probabilistic Guidance for Catheter Tip Motion in Cardiac Ablation Procedures

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2018English

Shape Analysis of Hypertrophic and Hypertensive Heart Disease Using MRI-based 3D Surface Models of Left Ventricular Geometry

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2016English

Learning and Combining Image Neighborhoods Using Random Forests for Neonatal Brain Disease Classification

Medical Image Analysis
Nuclear MedicineComputer GraphicsPattern RecognitionUltrasound TechnologyRadiologicalHealth InformaticsComputer VisionRadiologyComputer-Aided DesignImaging
2017English

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