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

• Main Authors: Paulo Costa Carvalho (Author), Juliana de Saldanha da Gama Fischer (Author), Valmir C. Barbosa (Author), Maria da Glória da Costa Carvalho (Author), Wim Degrave (Author), Gilberto Barbosa Domont (Author)
• Format: Book
• Published: Instituto de Comunicação e Informação Científica e Tecnológica em Saúde (Icict) da Fundação Oswaldo Cruz (Fiocruz), 2007-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...