I am a Ph.D. student at the National University of Singapore in the School of Computing. At the same time, I am a full-time researcher at A*STAR Bioinformatics Institute in Computer Vision and Pattern Discovery for Bioimages Group.
I am interested in developing (i) novel machine learning models and (ii) machine learning-based information systems for digital histopathology and integrative multi-omics to support diagnostic and therapeutic decision-making in cancer. Currently, I focus on the intersection of digital histopathology and genomics in cancer research. Specifically, my current research is to develop novel machine learning models that predict genomics features from digital histopathology images.
National University of Singapore (Aug 2017 - Present)
Ph.D. in Computer Science
Thesis: Novel Multiple Instance Learning Models for Digital Histopathology
Thesis Advisors: Hwee Kuan Lee and Wing-Kin Sung
Middle East Technical University (Sep 2013 - Sep 2016)
M.S. in Electrical and Electronics Engineering
Thesis: Metastasis Detection and Localization in Lymph Nodes by Using Convolutional Neural Networks
Thesis Advisor: Uğur Halıcı
Middle East Technical University (Sep 2008 - Jun 2013)
B.S. in Electrical and Electronics Engineering
B.S. in Industrial Engineering - Double Major