Sha** a data-driven era in dementia care pathway through computational neurology approaches

KF Wong-Lin, PL McClean, N McCombe, D Kaur… - BMC medicine, 2020 - Springer
Background Dementia is caused by a variety of neurodegenerative diseases and is
associated with a decline in memory and other cognitive abilities, while inflicting an …

Practical strategies for extreme missing data imputation in dementia diagnosis

N McCombe, S Liu, X Ding, G Prasad… - IEEE journal of …, 2021 - ieeexplore.ieee.org
Accurate computational models for clinical decision support systems require clean and
reliable data but, in clinical practice, data are often incomplete. Hence, missing data could …

Alzheimer's disease assessments optimized for diagnostic accuracy and administration time

N Mccombe, X Ding, G Prasad… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Objective: Despite the potential of machine learning techniques to improve dementia
diagnostic processes, research outcomes are often not readily translated to or adopted in …

Accuracy-time optimisation with cost-sensitive feature selection for Alzheimer's disease diagnosis

N McCombe, X Ding, G Prasad, P Gillespie, DP Finn… - medRxiv, 2021 - medrxiv.org
Objective Despite the potential of machine learning techniques to improve dementia
diagnostic processes, research outcomes are often not readily translated to or adopted in …

[PDF][PDF] La Computación Neuronal frente a la Enfermedad de Alzheimer: Un camino hacia la Calidad de Vida

CPS Araujo, ISP de la Real, AC de Ciencias - rac-ciencias.org
El Cerebro es el resultado de una optimización evolutiva de las propiedades elementales
de las neuronas. Se trata de una maravilla biológica capaz de controlar las acciones del …