Comparative analysis of machine learning algorithms for multi-syndrome classification of neurodegenerative syndromes

IMPORTANCE: The entry of artificial intelligence into medicine is pending. Several methods have been used for the predictions of structured neuroimaging data, yet nobody compared them in this context. OBJECTIVE: Multi-class prediction is key for building computational aid systems for differential di...

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Detalles Bibliográficos
Autores principales: Lampe, Leonie, Niehaus, Sebastian, Huppertz, Hans-Jürgen, Merola, Alberto, Reinelt, Janis, Mueller, Karsten, Anderl-Straub, Sarah, Fassbender, Klaus, Fliessbach, Klaus, Jahn, Holger, Kornhuber, Johannes, Lauer, Martin, Prudlo, Johannes, Schneider, Anja, Synofzik, Matthis, Danek, Adrian, Diehl-Schmid, Janine, Otto, Markus, Villringer, Arno, Egger, Karl, Hattingen, Elke, Hilker-Roggendorf, Rüdiger, Schnitzler, Alfons, Südmeyer, Martin, Oertel, Wolfgang, Kassubek, Jan, Höglinger, Günter, Schroeter, Matthias L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9066923/
https://www.ncbi.nlm.nih.gov/pubmed/35505442
http://dx.doi.org/10.1186/s13195-022-00983-z

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