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Principal Investigator  
Principal Investigator's Name: Djesse Dirckx
Institution: Radboud University
Department: Institute for Computing and Information Sciences
Proposed Analysis: The planned research is part of the master research internship I'm conducting at the data science research group of Radboud University which investigates ways to predict cognitive decline in an early stage using computational models (such as machine learning). I would like to use the ADNI dataset for analysing the neural network (called MATCH-Net) for dynamic predictions in dynamic survival analysis described in "Dynamic prediction in clinical survival analysis using temporal convolutional networks" [1] which makes use of the ADNI dataset. During this internship, I am going to implement the network and reproduce the experiments described in this paper using the ADNI dataset. 1. Jarrett, D., Yoon, J., & van der Schaar, M. (2019). Dynamic prediction in clinical survival analysis using temporal convolutional networks. IEEE journal of biomedical and health informatics, 24(2), 424–436.
Additional Investigators