Pranav P

Experience

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  Uppsala University

  Feb 2023 - Dec 2023

  Master Thesis Student

  Prediction of Brain Age using Conventional Machine Learning and Neural NetworksI have worked on the following: (i) Implementing a command-line executable brain age prediction pipeline with Machine learning and Deep learning techniques using ScikitLearn and PyTorch. (ii) Implementing Ensemble Neural Network Models to improve and optimize the BrainAge prediction pipeline. (iii) Implementing gradCAM, Saliency Maps and other XAI algorithms on a custom convolutional neural network to understand its training process for the brain age prediction and using the insights to improve the prediction pipeline. Show less