Peiying Ruan

Title: Peiying Ruan and Machine-Learning Innovation in Oxygen Therapy Prediction.

Introduction

Peiying Ruan is an inventor associated with Tokyo, Japan, and Nvidia Corporation. Her patent work concerns applying machine learning to medical imaging and clinical information to support treatment prediction for patients with COVID-19.

Latest Patents

Ruan is associated with 1 patent: “Machine-learning techniques for oxygen therapy prediction using medical imaging data and clinical metadata.” The invention describes systems and techniques for training neural networks with medical imaging data and clinical metadata, or using trained networks to make predictions. In at least one embodiment, circuitry trains a neural network to predict treatment for a patient suspected of having or confirmed to have COVID-19.

Career Highlights

Ruan’s listed work connects machine-learning methods with medical data and potential treatment decisions. Her patent identifies Nvidia Corporation as her company.

Collaborations

Daguang Xu is identified as Ruan’s coworker. The available information does not specify further details about their collaboration.

Conclusion

Peiying Ruan’s patent highlights an application of neural networks to oxygen therapy prediction, using medical imaging and clinical metadata to inform treatment-related assessments.