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Jay HeContact: post.orange@gmail.com |
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SummaryI am Computer Science Research Engineer, with expertise in Mathematical Modeling, Machine Learning, Algorithm Development, and Data Analysis. My experience extends to Robotics, Control Systems, and System Optimization. I received my PhD in Electrical and Systems Engineering from the University of Pennsylvania. My research focuses on Cyber-physical Systems, specifically modeling electrophysiological behaviors of hearts experiencing arrhythmias. This work aims to assist physicians in performing more precise ablation surgeries. |
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Atrial Fibrillation Ablation Challenges |
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A heart with atrial fibrillation experiences irregular electrical activations, leading to inefficient blood pumping. Ablation is the most common treatment. |
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Patient-specific Digital Heart for Arrhythmia Ablation |
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Develop heart models to simulate patient-specific electrical activation behaviors, derive the discrete form the heart model equations for programming, show arrhythmia simulation examples, patient-specific parameter tuning, and validation with patient data. |
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Myocardial Fiber Effects on Arrhythmia Patterns |
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Myocardial fiber data is not available for clinical arrhythmia ablation. We would like to find a way to compensate for the lack of fiber data. |
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Clinical Data Processing and Arrhythmia Source Detection |
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Describe the tools, user interfaces, and algorithms we developed for processing clinical data. |
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Atrial Fibrillation Statistical Activation Mapping |
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Under construction. |
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Handwritten Signature Verification |
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Under construction. |
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Robotics and Electronics |
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Under construction. |
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