BRADFER, M. Julien (2021) Classification des maladies à corps de Lewy à l’aide de Deep Learning PRE - Research Project, ENSTA.

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Abstract

Lewy bodies are characteristic of certain neurodegenerative diseases, such as Parkinson’s or Alzheimer’s disease, but also dementia with Lewy bodies, which is much less well known but just as common in the population. As such, it is difficult to differentiate from other diseases and to diagnose by doctors. The use of Deep Learning can help diagnose these diseases from brain scans using a welltrained artificial neural network. But to train it requires a large amount of data, and 3-dimensional brain scans remain rare and expensive. Transfer Learning is one of the solutions to this problem. It consists in recovering a neural network already trained on a sufficient number of data and modifying it so that it adapts to our context

Item Type:Thesis (PRE - Research Project)
Uncontrolled Keywords:Deep Learning, Neural Network, Transfer Learning, Lewy Body Dementia, Brain scans
Subjects:Information and Communication Sciences and Technologies
Mathematics and Applications
ID Code:8606
Deposited By:julien Bradfer
Deposited On:06 oct. 2023 15:56
Dernière modification:06 oct. 2023 15:56

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