Mukunthan Tharmakulasingam
Postgraduate Research Student
Academic and research departments
Centre for Vision, Speech and Signal Processing (CVSSP), Department of Electrical and Electronic Engineering, Faculty of Engineering and Physical Sciences.My research project
Efficient machine learning algorithms for predicting antimicrobial resistance
This study proposes different machine learning algorithms to understand the data, elucidate the patterns and improve the decision-making process to predict antimicrobial resistance from genomic sequence data. Different methods are applied to overcome the practical challenges such as multiple AMRs for a single genomics sequence, missing labels, gene annotation complexity and genomic sequence size.