Medical aid system for Alzheimer's diagnosis using machine learning

Date

2021

Authors

Urtasun Urra, Jon

Publisher

Acceso abierto / Sarbide irekia
Trabajo Fin de Grado / Gradu Amaierako Lana

Project identifier

Abstract

Artificial Intelligence (AI), and precisely Machine Learning (ML), has been proved to be a considerably useful method in a wide variety of fields. One of the fields that has improved more is the computer vision. Computers can now apply ML techniques in order to solve tasks, such as image classification, which were inconceivable in the past. This led into a huge impact on the medicine field, which has increasingly ameliorated over the recent years. The purpose of this project is to prove whether ML techniques are able to successfully diagnose Alzheimer’s disease or not.

Description

Keywords

Alzheimer, Machine learning, MRI, Dataset, Convolutional neural network, SVM

Department

Faculty/School

Escuela Técnica Superior de Ingeniería Industrial, Informática y de Telecomunicación / Industria, Informatika eta Telekomunikazio Ingeniaritzako Goi Mailako Eskola Teknikoa

Degree

Graduado o Graduada en Ingeniería Informática por la Universidad Pública de Navarra, Informatika Ingeniaritzako Graduatua Nafarroako Unibertsitate Publikoan

Doctorate program

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