Search Results for author: Syed Rakin Ahmed

Found 3 papers, 0 papers with code

Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data

no code implementations28 Aug 2023 Guillermo Lorenzo, Syed Rakin Ahmed, David A. Hormuth II, Brenna Vaughn, Jayashree Kalpathy-Cramer, Luis Solorio, Thomas E. Yankeelov, Hector Gomez

Despite the remarkable advances in cancer diagnosis, treatment, and management that have occurred over the past decade, malignant tumors remain a major public health problem.

Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction

no code implementations12 Jul 2022 Charles Lu, Syed Rakin Ahmed, Praveer Singh, Jayashree Kalpathy-Cramer

Estimating the test performance of software AI-based medical devices under distribution shifts is crucial for evaluating the safety, efficiency, and usability prior to clinical deployment.

Conformal Prediction

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