Selected Research Projects
On-going Projects
- Multi-instance, Multi-task Learning for Cancer Histopathology Images
- Graduate Research Internship Project(s)
- Supervisor(s):
- Dr. Lee Hwee Kuan (Head of Research Division), Bioinformatics Institute, A*STAR, Singapore
- Tianyi Zhang (Research Officer), Bioinformatics Institute, A*STAR, Singapore
- Deep Geometric Framework to Predict Antibody-Antigen Binding Affinity
- Undergraduate Thesis Project [Thesis]
- Note: Thesis completed, research paper to be submitted
- Supervisor(s):
- Dr. Subodha Charles (Senior Lecturer), University of Moratuwa, Sri Lanka
- Dr. Aravinda Munasinghe (Senior Research Scientist), Pfizer Inc., USA
- Dr. Kaushalya Madhawa (AI Scientist), University of Tokyo, Japan
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Past Projects
- Patchwise Localization of Neovascularization in Fundus Images Using Transfer Learning
- Self-initiated, Undergraduate Research Internship Project [Report]
- Advisor:
- Shashika Munasingha (Doctoral Candidate), Auckland Bioengineering Institute, New Zealand
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- Feature-Fused Parallel Deep Learning Model for Generalized Synthetic Image Detection [IEEE VIPCUP 2022]
- Research Competition [Report]
- Our method was placed in the Top 5 solutions
- Advisor(s):
- Dr. Chamira Edussooriya (Senior Lecturer), University of Moratuwa, Sri Lanka
- Jathushan Rajasegaran (PhD Student), BAIR, University of California, Berkeley, USA
- Parasitic Egg Detection and Classification in Microscopic Images
- Research Competition [Preliminary Report for ICIP 2022 Grand Challenge]
- Advisor:
- Dr Rukshani Liyanaarachchi (Senior Lecturer), University of Moratuwa, Sri Lanka
- CAMSAT: Paediatric Anaesthesia Monitoring System
- Self-initiated Undergraduate Research [Report]
- Won the 1st runners-up award at the SPARK Challenge 2021/22 - Climate Change-oriented Innovation Competition, Organized by the University of Moratuwa, Sri Lanka
- Analysis of a Vibrotactile P300 Brain-Computer Interface Dataset from a Patient with Locked-in Syndrome
- Virtual Hackathon, Spring School, G.tec Medical Engineering GmbH (2022) [Presentation][Github]
- Collaborator:
- Samuel Louviot (PhD Student), University of Lorraine, France
