Company Filing History:
Years Active: 2024-2025
Title: Elektra Efstratiou Alivisatos: Innovator in Machine Learning Diagnostics
Introduction
Elektra Efstratiou Alivisatos is a prominent inventor based in Cambridge, MA (US). She has made significant contributions to the field of machine learning diagnostics, particularly in the healthcare sector. With a total of 2 patents, her work focuses on improving diagnostic accuracy based on skin tone.
Latest Patents
Elektra's latest patents involve innovative systems and methods for determining a diagnosis based on a patient's base skin tone. In one embodiment, the system receives a base skin tone image of a patient and generates a calibrated image using a reference calibration profile. This calibrated image helps in determining the patient's base skin tone. The system also receives a concern image of a portion of the patient's skin and selects a set of machine learning diagnostic models tailored to the patient's skin tone. Each model is trained to analyze the concern image and provide a diagnosis of the patient's condition.
Career Highlights
Elektra is currently associated with Digital Diagnostics Inc., where she applies her expertise in machine learning to enhance diagnostic processes. Her innovative approach has the potential to revolutionize how skin conditions are diagnosed, making it more accurate and accessible.
Collaborations
Elektra collaborates with talented individuals such as Elliot Swart and Joseph Ferrante, contributing to a dynamic team focused on advancing healthcare technology.
Conclusion
Elektra Efstratiou Alivisatos stands out as a leading inventor in the realm of machine learning diagnostics. Her work not only showcases her innovative spirit but also highlights the importance of inclusivity in medical technology.