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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