Medical Knowledge-Guided Deep Learning for Imbalanced Medical Image Classification

no code implementations • 20 Nov 2021 • Long Gao, Chang Liu, Dooman Arefan, Ashok Panigrahy, Margarita L. Zuley, Shandong Wu

To address this challenge, we propose a medical-knowledge-guided one-class classification approach that leverages domain-specific knowledge of classification tasks to boost the model's performance.

Image Classification Medical Image Classification +1