Wen-Yang Chu

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digital health virtual patients digital twins clinical trials simulation machine learning ai saas simulated trials cardiac database medtech medical equipment manufacturing medical device development clinical trials simulation anatomical simulations regulatory compliance fda digital evidence 3d visualization risk reduction cost efficiency in silico testing patient-specific modeling device optimization statistical shape models vascular pathways navigation implants testing device performance simulation platform ai-driven healthcare understanding patient anatomies anatomical variability demographic diversity pathological conditions digital trial planning evidence-based design patient cohort analysis virtual environment development advanced statistical analysis device fit testing compliance report generation medical imaging data integration interactive implantation surgical planning simulation virtual testing plan long-term device performance target population simulations real clinical data validation simulations automated device positioning immersive vr applications regulatory submission support clinical evidence iteration loop reduction cost-effective testing smart healthcare solutions clinical data validation medical engineering health wellness & fitness information technology & services health care hospital & health care artificial intelligence computer software medical devices