Intelligent Analysis of Brain Images
- Speakers: Dr. Sushmita Mitra, Indian Statistical Institute
The focus of this talk will be on image analysis, related to brain tumor MRIs (gliomas) – involving intelligent decision-making. It will encompass segmentation, classification, feature extraction & selection; with an objective to provide improved diagnosis, prognosis and treatment planning towards tumor management.
Beginning with an introduction to the nuances of MRI, we will introduce a fast localization and detection algorithm involving saliency, followed by a single seed delineation technique for the tumor. Next a neuro-fuzzy radiomic feature selection and classification model will be presented. Finally we will describe a couple of deep learning based approaches for the detection, classification, segmentation, and survival prediction in glioma patients.