Supriya Kapur

Supriya Kapur is a prominent inventor based in New York, NY, known for her significant contributions to the field of medical imaging and biomarker analysis. With a total of nine patents to her name, she has made remarkable strides in utilizing machine learning to enhance the processing of electronic images for medical purposes.

Latest Patents

Among her latest patents are groundbreaking systems and methods for processing electronic images to infer biomarkers. These innovations involve receiving a target electronic image corresponding to a tissue sample from a patient. By applying a machine learning system, her methods identify regions of interest within the specimen and determine the expression levels, categories, and presence of biomarkers such as the epithelial growth factor receptor (EGFR) and DNA mismatch repair (MMR) deficiency. The machine learning system is trained using a variety of images, including human tissue and algorithmically generated images, to accurately predict the presence of biomarkers.

Career Highlights

Supriya Kapur is currently associated with Paige.ai, Inc., where she continues to develop advanced technologies in the realm of medical imaging. Her work focuses on improving diagnostic processes through innovative image analysis techniques.

Collaborations

Supriya collaborates with notable professionals in her field, including Christopher Kanan and Thomas Fuchs, who contribute to her research and development efforts.

Conclusion

Supriya Kapur's work exemplifies the intersection of technology and healthcare, showcasing how innovations in image processing can lead to significant advancements in medical diagnostics. Her contributions are paving the way for future developments in the field.

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