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Browsing by Author "Signol, François"

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A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation

Perez-Benito, Francisco Javier; Signol, François; Perez-Cortes, Juan-Carlos; Fuster Bagetto, Alejandro; Pollan, Marina; Pérez-Gómez, Beatriz; Salas-Trejo, Dolores; Casals, Maria; Martínez, Inmaculada; Llobet Azpitarte, Rafael (Elsevier, 2020-10)

[EN] Background and Objective: Breast cancer is the most frequent cancer in women. The Spanish healthcare network established population-based screening programs in all Autonomous Communities, where mammograms of asymptomatic ...
Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts

Pérez-Benito, Francisco Javier; Signol, François; Perez-Cortes, Juan-Carlos; Pollán, Marina; Perez-Gómez, Beatriz; Salas-Trejo, Dolores; Casals, María; Martinez, Inmaculada; Llobet Azpitarte, Rafael (Elsevier, 2019-08)

[EN] Background The breast dense tissue percentage on digital mammograms is one of the most commonly used markers for breast cancer risk estimation. Geometric features of dense tissue over the breast and the presence of ...
Sistema de ayuda a la diagnosis y prognosis de diferentes enfermedades aplicando técnicas de Machine Learning

Costa Rosa, Javier (Universitat Politècnica de València, 2018-09-10)

[ES] Este trabajo está centrado en el desarrollo de una herramienta web de ayuda a personal médico, proporcionándoles la posibilidad de realizar distintos tipos de predicciones sobre determinadas enfermedades, incrementando ...

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Browsing by Author "Signol, François"

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Browsing by Author "Signol, François"