About this document
NPPE 1 DLGenAI by haaaarssssh is a document available to read on EtoBox.
The document outlines the objective of developing an automated deep learning system for detecting thoracic pathologies from chest X-ray images, classifying them into one of 20 possible classes. Key challenges include class imbalance and asymmetric misclassification costs, where false negatives are heavily penalized. The evaluation metric is a macro-averaged asymmetric cost function to ensure fair performance across all classes, particularly for rare diseases.
- Author
- haaaarssssh
- Language
- EN