Active Informed Consent to Boost the Application of Machine Learning in Medicine

no code implementations • 27 Sep 2022 • Marco Gerardi, Katarzyna Barud, Marie-Catherine Wagner, Nikolaus Forgo, Francesca Fallucchi, Noemi Scarpato, Fiorella Guadagni, Fabio Massimo Zanzotto

In this paper, we present Active Informed Consent (AIC) as a novel hybrid legal-technological tool to foster the gathering of a large amount of data for machine learning.

When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey

no code implementations • 1 Oct 2020 • Antonio-Jesús Banegas-Luna, Jorge Peña-García, Adrian Iftene, Fiorella Guadagni, Patrizia Ferroni, Noemi Scarpato, Fabio Massimo Zanzotto, Andrés Bueno-Crespo, Horacio Pérez-Sánchez

Among the most challenging targets of interest in medicine are cancer diagnosis and therapies but, to start this revolution, software tools need to be adapted to cover the new requirements.

BIG-bench Machine Learning

Application of a Semantic Search Algorithm to Semi-Automatic GUI Generation

no code implementations • LREC 2012 • Maria Teresa Pazienza, Noemi Scarpato, Arm Stellato, o

Submission of this graph is however not trivial as while a list of keywords of interest can be provided by any user, the formulation of semantic queries is not easy as well.

Information Retrieval