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Magali Perquin

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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Scholarly Papers (1)

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Comparison of Deep Neural Networks and Regularised Cox Regression Models in the Prediction of Neurodegenerative Diseases in the General Older Population

Number of pages: 21 Posted: 01 Mar 2022
Gloria A. Aguayo, Lu Zhang, Michel Vaillant, Moses Ngari, Magali Perquin, Valerie Moran, Laetitia Huart, Rejko Krüger, Francisco Azuaje, Cyril Ferdynus and Guy Fagherazzi
Luxembourg Institute of Health (LIH) - Deep Digital Phenotyping Research Unit, Luxembourg Institute of Health (LIH) - Deep Digital Phenotyping Research Unit, Luxembourg Institute of Health (LIH) - Department of Population Health, Childhood Acute Illness and Nutrition Network, affiliation not provided to SSRN, affiliation not provided to SSRN, Health Directorate, Luxembourg, Luxembourg Institute of Health (LIH), affiliation not provided to SSRN, Reunion University Hospital Center and Luxembourg Institute of Health (LIH) - Deep Digital Phenotyping Research Unit
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Abstract:

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Parkinson Disease, Alzheimer Disease, Dementia, General Population, Cohort Study, Prediction, Neurocognitive diseases, Deep Neural Networks, Cox Models, Machine Learning, Tabular Data, Transformers