Project title
A Bioinformatics Framework and Deep Learning Model for Radiogenomics in Cancer
Supervisory Team
Principal Supervisor: Dr Shivashankar Hiriyur Nagaraj
Associate Supervisor: Dr Sivakumaran Theru Arumugam
Mentoring Supervisor: Professor Derek Richard
Project description
Through his PhD-research in Radiogenomics, Shrey has developed a robust AI-based software for effective integration of radiomic/imaging and omics data for cancer patients that has a potential to be validated and utilized in a clinical setting for effective monitoring, diagnosis, and treatment of cancer. The software has been tested through Glioblastoma Multiforme and Non-Small cell Lung cancer datasets so far and is currently being tested on other cancer types as well. A web application for this software is ready to be released soon to public to enable testing through cancer datasets globally. This would help craft a great knowledgebase for imaging-genomics datasets, thereby aiding the advancement of precision medicine for betterment of patients worldwide.
Short Biography
Shrey Sukhadia has been leading clinical bioinformatics efforts at top tier hospitals in United States, such as Dartmouth-Hitchcock Medical Center, Phoenix Children’s Hospital and Hospital of the University of Pennsylvania. He is currently pursuing a PhD in Bioinformatics at Nagaraj lab at Queensland University of Technology, Brisbane, Australia and has a master’s degree in Bioinformatics from University of the Sciences in Philadelphia, USA. His expertise includes Genomic data analysis, Precision Medicine, Statistics, Artificial intelligence, Imaging-genomics, Transcriptomics, Copy number alterations, Protein structure predictions and protein-protein docking, and Software Engineering.
Education
2012 Master of Science from the University of the Sciences, Philadelphia, USA
2009 Bachelor of Engineering in Biotechnology from Visvesvaraya Technological University, India