A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT

no code implementations • 9 Feb 2021 • Hojjat Salehinejad, Jumpei Kitamura, Noah Ditkofsky, Amy Lin, Aditya Bharatha, Suradech Suthiphosuwan, Hui-Ming Lin, Jefferson R. Wilson, Muhammad Mamdani, Errol Colak

An ML model was trained using 21, 784 scans from the RSNA Intracranial Hemorrhage CT dataset while generalizability was evaluated using an external validation dataset obtained from our busy trauma and neurosurgical center.

BIG-bench Machine Learning Computed Tomography (CT) +1