Dr. Smriti Prathapan Profile

Dr. Smriti Prathapan

at U.S. Food and Drug Administration

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Publications (2)

Proceedings Article | 3 April 2024 Presentation + Paper

Quantifying input data drift in medical machine learning models by detecting change-points in time-series data

Smriti Prathapan, Ravi Samala, Nathan Hadjiyski, Pierre-François D’Haese, Fabien Maldonado, Phuong Nguyen, Yelena Yesha, Berkman Sahiner

Proceedings Volume 12927, 129270E (2024) https://doi.org/10.1117/12.3008771

KEYWORDS: Data modeling, Artificial intelligence, Performance modeling, Mammography, Machine learning, Computer simulations, Tunable filters, Solid modeling, Education and training, Detection theory

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Proceedings Article | 18 May 2020 Presentation + Paper

Astor: A compute framework for scalable distributed big data processing

Smriti Prathapan, Navid Golpayegani, Bryan Wyatt, Milton Halem, John Dorband, Jon Trantham, Chris Markey

Proceedings Volume 11395, 113950O (2020) https://doi.org/10.1117/12.2558811

KEYWORDS: Data storage, Advanced distributed simulations, Data processing, Computer programming, Computing systems, Databases, Data centers, Computer architecture, Data communications, On-screen displays

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