M

M. MAILLARD

Last name: M. MAILLARD

1996 (v1)

Publication

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Objective evaluation of two markers of HIV-1 infection (p24 antigen concentration and CD4+ cell counts) by a self organizing neural network.

GIACOMINI, MAURO RUGGIERO, CARMELINA VARNIER, OLIVIERO

The aim of the present work is to obtain groups of patients with similar profiles of p24 antigen concentration and of CD4+ cell counts. These two markers were chosen because their evaluation represents a significant step in the clinical follow up of HIV-1 infected subjects. The detection methods for p24 antigen concentration and for CD4+ cell...

Uploaded on: April 14, 2023
1997 (v1)

Publication

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Application of neural networks to the follow-up of AIDS patients.

GIACOMINI, MAURO RUGGIERO, CARMELINA VARNIER, OLIVIERO

The present work aims to obtain groups of patients with similar profiles of p24 antigen concentration and of CD4+ cell counts. These two markers were chosen because their evaluation represents a significant step in the clinical follow up of HIV-1 infected subjects. The classifications were obtained by a Kohonen neural net trained in three ways:...

Uploaded on: March 31, 2023
1995 (v1)

Publication

Metadata-only

Unsupervised neural network as a tool for the3 objective evaluation of two markers of HIV-1 infection (p24 antigen and CD4+ cell)

VARNIER, OLIVIERO GIACOMINI, MAURO RUGGIERO, CARMELINA

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Uploaded on: March 31, 2023