Improved Alzheimer’s Disease Detection by MRI Using Multimodal Machine Learning Algorithms

Adult-onset dementia disorders represent a challenge for modern medicine. Alzheimer’s disease (AD) represents the most diffused form of adult-onset dementias. For half a century, the diagnosis of AD was based on clinical and exclusion criteria, with an accuracy of 85%, which did not allow for a defi...

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Vydáno v:	Diagnostics (Basel) Ročník 11; číslo 11; s. 2103
Hlavní autoři:	Battineni, Gopi, Hossain, Mohmmad Amran, Chintalapudi, Nalini, Traini, Enea, Dhulipalla, Venkata Rao, Ramasamy, Mariappan, Amenta, Francesco
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 13.11.2021 MDPI
Témata:	Accuracy Algorithms Alzheimer's disease AUROC Biomarkers Classification Datasets Deep learning Dementia Machine learning Magnetic resonance imaging Medical imaging Neuropsychology Patients prediction
ISSN:	2075-4418, 2075-4418
On-line přístup:	Získat plný text
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