Highlighted Research Projects

Here are some of our current and past works. For more details, check here.

Human Brain Aging Model

Medical AR and VR

Explainable Artificial Intelligence

Deep Learning for Medical Imaging

AI for Interventional Ultrasound

Lifelong Machine Learning

Subcortical Structures Segmentation

Human Brain Structures Segmentation

Brain MR Image Registration

Sulcal Region Extraction

Optic Disk and Cup Segmentation

Retinal Cysts Segmentation

Computer Aided Diagnosis

Inverse Problems: Reconstruction

Histopathology Image Analysis

Retinal Image Synthesis

Retinal Layer Segmentation from OCT

OCT Image Denoising

AI for Obstetric Ultrasound

Vessel Juntion Classification

Shape Template Generation

Retinal Fluid Segmentation

Cardiac Motion Analysis

Retinal Neovascularization Detection

Retinal Vessel Segmentation

Diffusion Weighted Image Analysis

Detection and Classification of Stroke

Content Based Image Retrieval

Fundus Foveal Localization

Microcalcification Detection

Echocardiogram Segmentation

Multimodal Image Registration

Fundus Imaging with Smartphone

Intensity Standardization in Brain MRI

Glaucoma Classification

Motion in Perfusion Weighted MRI

Peri-papillary Atrophy & RNFL Defect

Domain Knowledge & Enhancement

Depth-based Cup Segmentation

Recurrent Active Contour Evolution Net

Early Detection of Diabetic Retinopathy

Robust Matching of Multimodal Images

Assessment of Macular Edema

Sparsity & Crowdsourced Annotations

Image Mosaicing & Neonatal Images

Perception of Medical Images

Assistive Technologies

Hexagonal Image Processing

Fingerprint Denoising & Inpainting

Magnification of Small Motion

Segmentation of Exudates

Angio-OCT & Glaucoma Assessment

Capillary Non-Perfusion Extraction

Image Adaptive Wavelets

Video Colorization

Script Identification in Documents

Mobile Robotics