Triad-Net

• Lesional volume is a powerful and commonly used biomarker in Brain MRI analysis and interpretation.
• Volume estimation is usually carried out through image segmentation, relying on Deep Convolutional Neural Networks (CNNs) trained on an annotated database, comprising both images and their corresponding manual delineations.
• To help clinicians focus on the more subtle regions, we propose to associate quantitative Predictive Intervals (PIs) for Volume estimations.
• It is made out of a Research paper which was published around 23rd September.
• What we tried to do is to take a step towards improvement and use up a New Pooling Technique called Stochastic Pooling(from yet another paper published around 2013).
• All the Research Papers that are used are added in this Repo for Reference.