Research Themes
Medical Imaging Informatics
Modeling and Simulating Alzheimer's Disease(AD)
Simulating longitudinal brain MRIs with atrophy in AD using a biophysical model of brain deformation
Details ...
Inner bladder wall mosaicing
Mosaicing the pathways for detecting the polyps and transurethral resectioning procedure
Details ...
Diabetic retinopathy
Automatic detection of microaneurysm (pre-proliferative stage) and exudates (proliferative stage)
Details ...
Automatic Conjunctival Provocation Test
Computer-aided diagnosis for assessment of allergic rhinitis or rhinoconjunctivitis by measuring the relative redness of sclera under application of allergen solution.
Details ...
Brain Tumor Prognostication
Prognostication of brain tumor patients using machine learning
Details ...
Multimodal MRI of brain tumor and PET/CT images of lung cancer
Multimodal imaging biomarker for decision support system
Details ...Computer Vision and Robotics
Robot-Assisted Surgery
Automatic Tool Landmark Detection for Stereo Vision in Robot-Assisted Retinal Surgery
Details ...
3D Motion Trajectory Segmentation and Dynamic Object Recognition for Autonomus Driving
Details ...
Indoor Navigation of Mobile Robots
Navigation based on Visual Memory and Image-Based Visual Servoing.
Details ...
Non-Rigid 3D Reconstruction
Inextensible Non-Rigid Structure-from-Motion by Second-Order Cone Programming
Details ...
Natural Language Processing, Speech Recognition
Neuroscience, Computational Neuroscience, Visual Perception
Statistical modeling, Bayesian latent variable, Causal modeling
Looking to expand in the following fields (non-exclusive, open to suggestions)!
Bioinformatics
- Computational Molecular Biology
- Genetics
Computational Agriculture, Ecology and Climate Change
- E.g. OpenAg, Weeding with laser
- Machine Learning based image analysis of satellite/drone captured images of land
Theoretical Computer Science
- Computing and maths related research
- Physics
Security in Digital World
- Cybersecurity
- Security in E-governance, E-business
Computational Social Science and Governance
- Modeling and simulating human society at multiple scales
- E.g. Linked Democracy
AI and Society
- Bias, equality, and diversity in AI
- Potential impact of AI in global socio-politics, economy and human ethics and values