Location History:
- Portola Valley, CA (US) (2020)
- Palo Alto, CA (US) (2023 - 2024)
Company Filing History:
Years Active: 2020-2024
Title: Kira Whitehouse: Innovator in Digital Imaging and Machine Learning
Introduction
Kira Whitehouse is a prominent inventor based in Portola Valley, California. She has made significant contributions to the fields of digital imaging and machine learning, holding a total of four patents. Her work focuses on improving diagnostic processes in medical imaging through innovative technological solutions.
Latest Patents
One of Kira's latest patents is titled "Distinguishing artifacts from pathological features in digital images." This patent introduces approaches to assess whether digital features detected in images are representative of artifacts that can obscure actual pathologies. The diagnostic platform she developed characterizes each digital feature based on its likelihood of being an artifact, such as those caused by improper illumination or physical elements adhered to the imaging lens. Another notable patent is "Validating a machine learning model after deployment." This patent emphasizes the importance of validating machine learning models used in medical diagnosis post-deployment to reduce misdiagnoses. The validation processes she presented monitor the performance of these models and help identify low-performing models, allowing for timely improvements.
Career Highlights
Kira has worked with leading companies in the tech and healthcare sectors, including Verily Life Sciences LLC and Google Inc. Her experience in these organizations has allowed her to develop and refine her innovative ideas, contributing to advancements in medical technology.
Collaborations
Kira has collaborated with notable professionals in her field, including Peter Wubbels and Tyler Rhodes. These collaborations have further enhanced her work and expanded the impact of her inventions.
Conclusion
Kira Whitehouse is a trailblazer in the realm of digital imaging and machine learning, with a focus on improving medical diagnostics. Her innovative patents and collaborations reflect her commitment to advancing technology for better healthcare outcomes.