Systems BiologyFrontiers in Cellular and Infection MicrobiologyPeer-reviewed
Harnessing Interpretable Deep Learning to Predict Resistance in Klebsiella pneumoniae
Nicolas da Matta Freire Araujo, Márcia da Silva Chagas, Mateus Fernandes Santos…·Fabrício Alves Barbosa da Silva
This paper introduces DeepMDC, a deep learning model for predicting antimicrobial resistance in Klebsiella pneumoniae using whole-genome data, achieving strong performance and providing interpretable insights into resistance mechanisms.