Ellipsoid clustering machine: a front line to aid in disease diagnosis - DOI: 10.3395/reciis.v1i2.Sup.101en

Ellipsoid clustering machine: a front line to aid in disease diagnosis - DOI: 10.3395/reciis.v1i2.Sup.101en

This study presents a new machine learning strategy to address the disease diagnosis classification problem that comprises an unknown number of disease classes. This is exemplified by a software called Ellipsoid Clustering Machine (ECM) that identifies conserved regions in mass spectrometry proteomi...

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Bibliographic Details
Main Authors: Paulo Costa Carvalho, Juliana de Saldanha da Gama Fischer, Valmir C. Barbosa, Maria da Glória da Costa Carvalho, Wim Degrave, Gilberto Barbosa Domont
Format: Article
Language:English
Published: Instituto de Comunicação e Informação Científica e Tecnológica em Saúde (Icict) da Fundação Oswaldo Cruz (Fiocruz) 2007-12-01
Series:RECIIS
Subjects:
Mass spectrometry
machine learning
pattern recognition
clustering
Hodgkin’s disease
proteomics
Online Access:http://www.reciis.cict.fiocruz.br/index.php/reciis/article/view/101/114

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