Hierarchical Deep Learning Ensemble to Automate the Classification of Breast Cancer Pathology Reports by ICD-O Topography

no code implementations • 28 Aug 2020 • Waheeda Saib, David Sengeh, Gcininwe Dlamini, Elvira Singh

Like most global cancer registries, the National Cancer Registry in South Africa employs expert human coders to label pathology reports using appropriate International Classification of Disease for Oncology (ICD-O) codes spanning 42 different cancer types.

Classification General Classification

Investigating similarities and differences between South African and Sierra Leonean school outcomes using Machine Learning

no code implementations • 22 Apr 2020 • Henry Wandera, Vukosi Marivate, David Sengeh

Available or adequate information to inform decision making for resource allocation in support of school improvement is a critical issue globally.

BIG-bench Machine Learning Decision Making