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Listar por palabra clave "Multivariate image analysis"

Mostrando ítems 1-6 de 6

Application of multivariate image analysis for on-line monitoring of a freeze-drying process for pharmaceutical products in vials

Colucci, D.; Prats-Montalbán, José Manuel; Fisore, D.; Ferrer, Alberto (Elsevier, 2019)

[EN] A new Process Analytical Technology (PAT) has been developed and tested for on-line process monitoring of a vacuum freeze-drying process. The sensor uses an infrared camera to obtain thermal images of the ongoing ...
Application of Multivariate Image Analysis to Thermal Images for in line Monitoring of the Freeze-Drying Process

Colucci, Domenico; Prats-Montalban, José; Fissore, Davide; Ferrer Riquelme, Alberto (Editorial Universitat Politècnica de València, 2018-09-07)

[EN] A new Process Analytical Technology (PAT) has been developed and tested for on-line process monitoring of a vacuum freeze-drying process. The sensor uses an infrared camera to obtain thermal images of the ongoing ...
Coupling 2D-wavelet decomposition and multivariate image analysis (2D WT-MIA)

Li Vigni, Mario; Prats-Montalbán, José Manuel; Ferrer, Alberto; Cocchi, Marina (John Wiley & Sons, 2018)

[EN] The use of 2D discrete wavelet transform in the feature enhancement phase of multivariate image analysis is discussed and implemented in a comparative way with respect to previous publications. In the proposed approach, ...
Multivariate image analysis: a review with applications

Prats-Montalbán, José Manuel; De Juan, A.; Ferrer Riquelme, Alberto José (Elsevier, 2011-05)

[EN] Nowadays, image analysis is becoming more important because of its ability to perform fast and non-invasive low-cost analysis on products and processes. Image analysis is a wide denomination that encloses classical ...
PLS: A versatile tool for industrial process improvement and optimization

Ferrer, Alberto; Aguado García, Daniel; Vidal-Puig, Santiago; Prats-Montalbán, José Manuel; Zarzo Castelló, Manuel (John Wiley & Sons, 2008-12)

[EN] Modern industrial processes are characterized by acquiring massive amounts of highly collinear data. In this context, partial least-squares (PLS) regression, if wisely used, can become a strategic tool for process ...
Prostate functional magnetic resonance image analysis using multivariate curve resolution methods

Prats-Montalbán, José Manuel; Sanz Requena, Roberto; Marti Bonmati, Luis; Ferrer, Alberto (Wiley, 2014-08)

This paper discusses the potential of Multivariate Curve Resolution (MCR) models to extract physiological dynamics behaviors from Dynamic Contrast Enhanced Magnetic Resonance (DCE-MR) Imaging prostate perfusion studies for ...