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Principal Investigator  
Principal Investigator's Name: Donal McLaughlin
Institution: University College London
Department: Physics and Astronomy
Country:
Proposed Analysis: Group disease progression modelling project (at UCL Data Intensive Science CDT) on identifying the importance of different biomarkers for the diagnosis and progression of Alzheimer disease. We will explore the usability of different temporal/ sequential ML methods for this purpose. The methods are: Hidden Markov Models, Conditional Random Fields and Recurrent Neural Networks, Markov point processes.
Additional Investigators  
Investigator's Name: Max Hipperson
Proposed Analysis: Research project on identifying the importance of different biomarkers for the diagnosis and progression of Alzheimer disease. We will explore the usability of different temporal/ sequential ML methods for this purpose. The methods are: Hidden Markov Models, Conditional Random Fields and Recurrent Neural Networks, Markov point processes.
Investigator's Name: Samuel Wright
Proposed Analysis: Research project on identifying the importance of different biomarkers for the diagnosis and progression of Alzheimer disease. We will explore the usability of different temporal/ sequential ML methods for this purpose. The methods are: Hidden Markov Models, Conditional Random Fields and Recurrent Neural Networks, Markov point processes.