This inventor holds 7 USPTO granted patents and 4 EPO patents. Top assignees: Verily Life Sciences LLC, Google Inc.. Active years: 2021-2025.
Company Filing History:
Years Active: 2021-2025
Title: Innovations by Inventor Lily Peng
Introduction
Lily Peng is a prominent inventor based in Mountain View, CA (US). She has made significant contributions to the field of artificial intelligence and medical imaging, holding a total of 7 patents. Her work focuses on improving cancer diagnosis and treatment through innovative technologies.
Latest Patents
One of her latest patents involves the use of artificial intelligence to predict prostate cancer outcomes. This method includes receiving an image of prostate tissue and assigning Gleason pattern values to various regions within the image using an AI grading model. The model is trained to identify Gleason patterns on a patch-by-patch basis, determining the relative areal proportions of these patterns and assigning a risk score or risk group value based on the analysis.
Another notable patent is for virtual staining of tissue slide images. This machine learning predictor model generates predictions of how a tissue sample would appear if stained with a special stain, such as an IHC stain. The model is trained using thousands of aligned images, allowing it to predict special stain images for various tissue types. The predicted images can be displayed on pathology workstations, aiding in diagnosis.
Career Highlights
Lily has worked with leading companies in the tech and healthcare sectors, including Verily Life Sciences and Google. Her experience in these organizations has allowed her to develop cutting-edge technologies that bridge the gap between artificial intelligence and healthcare.
Collaborations
Throughout her career, Lily has collaborated with notable professionals in her field, including Martin Christian Stumpe and Philip H Nelson. These collaborations have further enhanced her innovative work and contributed to her success as an inventor.
Conclusion
Lily Peng's contributions to artificial intelligence and medical imaging are paving the way for advancements in cancer diagnosis and treatment. Her innovative patents reflect her commitment to improving healthcare through technology.