PROJECTS
I have worked on several projects where we either proposed new medical image analysis techniques to solve challenging problems or we developed fully automated image processing pipelines to obtain imaging biomarkers that are used in clinical studies.
Latest Projects
Modeling Spatial Distribution of Emphysema Patterns in Volumetric CTs of COPD Patients:
- Classification of Lung Regions into Patterns of Emphysema Progression Levels
- Aorta Segmentation and Aortic Calcification Detection
- Aorta Morphology Measures
3-D/4-D Segmentation of Structures in CT Images for Radiotherapy Planning:
- Knowledge based Esophagus Segmentation with Global-Local Shape Model and Spatial Model
Towards Automated Analysis of Confocal Microscopy Images of Human Skin for Early Cancer Detection:
- Hybrid Sequential Segmentation and Locally Smooth Classification Approach to Detect Dermal Epidermal Junction