This inventor holds 1 USPTO granted patent. Top assignee: Flatiron Health, Inc.. Active years: 2024.
Company Filing History:
Years Active: 2024
Title: Innovator Spotlight: Sarina Dass and Her Contributions to Machine Learning in Clinical Records
Introduction: Sarina Dass, an accomplished inventor based in New York, NY, has made significant strides in the field of healthcare technology. With her pioneering work in machine learning, she addresses the complex challenge of extracting clinical variable values from clinical record data.
Latest Patents: Sarina holds a notable patent titled "Machine Learning Extraction of Clinical Variable Values for Subjects from Clinical Record Data." This innovative patent outlines advanced techniques that employ machine learning to automatically extract clinical variable values for subjects from their clinical records. The process involves designating certain clinical variables as hybrid variables, which can be assigned values through predictions made by a trained machine learning model. The model processes clinical record data to produce a predicted hybrid variable value along with an associated confidence score. If the confidence score is sufficiently high, the hybrid variable's value is set to this predicted value, significantly enhancing the accuracy of clinical data extraction.
Career Highlights: Sarina is currently employed at Flatiron Health, Inc., a company dedicated to improving cancer care through technology. Her work at Flatiron Health contributes to the integration of data science and healthcare, fostering innovations that make a meaningful impact on patient outcomes.
Collaborations: Throughout her career, Sarina has collaborated with talented individuals such as Jeremy Canfield and Nisha Singh. These collaborations have played a crucial role in advancing her projects and extending the reach of her innovations in the healthcare sector.
Conclusion: Sarina Dass exemplifies the potential of innovation in healthcare through her patent and work with machine learning. By addressing the challenges of clinical data extraction, she not only contributes to the advancement of medical technology but also paves the way for more efficient and accurate healthcare delivery. Her contributions underscore the critical role of inventors in shaping the future of healthcare.