Yun Liu

Title: Innovations by Inventor Yun Liu

Introduction

Yun Liu is a prominent inventor based in Mountain View, CA, known for his significant contributions to the field of artificial intelligence and medical diagnostics. With a total of five patents to his name, Liu has developed innovative technologies that enhance the prediction and diagnosis of various health conditions.

Latest Patents

One of Liu's latest patents focuses on the "Artificial intelligence prediction of prostate cancer outcomes." This method involves receiving an image of prostate tissue and assigning Gleason pattern values to regions within the image using an AI model. The model is trained to identify Gleason patterns on a patch-by-patch basis, determining relative areal proportions of these patterns and assigning a risk score or risk group value based on the analysis.

Another notable patent is the "Deep learning system for differential diagnosis of skin diseases." This system utilizes a machine-learned classification model to analyze images of a patient's skin. It determines embeddings for these images and combines them to create a unified representation. The model then classifies the skin condition by processing this representation, identifying potential skin conditions from a range of possibilities.

Career Highlights

Throughout his career, Yun Liu has worked with leading companies in the tech and healthcare sectors, including Google Inc. and Verily Life Sciences LLC. His work has significantly impacted the development of AI applications in medical diagnostics, showcasing his expertise in both technology and healthcare.

Collaborations

Liu has collaborated with notable professionals in his field, including Martin Christian Stumpe and Lily Peng. These collaborations have further enriched his work and contributed to the advancement of innovative solutions in medical technology.

Conclusion

Yun Liu's contributions to artificial intelligence and medical diagnostics exemplify the power of innovation in improving healthcare outcomes. His patents reflect a commitment to leveraging technology for better health solutions, making him a noteworthy figure in the field of invention.