Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Lancia, Giacomo"'
Autor:
Lancia, Giacomo, Spitoni, Cristian
This manuscript proposes a novel methodology for developing an interpretable prediction model for irregular Electrocardiogram (ECG) classification, using features extracted by a 1-D Deconvolutional Neural Network (1-D DNN). Given the increasing preva
Externí odkaz:
http://arxiv.org/abs/2410.12059
Autor:
Lancia, Giacomo, Durastanti, Claudio, Spitoni, Cristian, De Benedictis, Ilaria, Sciortino, Antonio, Cirillo, Emilio N. M., Ledda, Mario, Lisi, Antonella, Convertino, Annalisa, Mussi, Valentina
An early detection of different tumor subtypes is crucial for an effective guidance to personalized therapy. While much efforts focus on decoding the sequence of DNA basis to detect the genetic mutations related to cancer, it is becoming clear that p
Externí odkaz:
http://arxiv.org/abs/2302.08918
We present a novel methodology for integrating high resolution longitudinal data with the dynamic prediction capabilities of survival models. The aim is two-fold: to improve the predictive power while maintaining interpretability of the models. To go
Externí odkaz:
http://arxiv.org/abs/2301.11146
Publikováno v:
In Physica A: Statistical Mechanics and its Applications 15 November 2024 654
Autor:
Lancia, Giacomo
Deep Learning (DL) and Artificial Intelligence (AI) are nowadays one of the most used tools to analyze massive and complex data sets. Despite being very flexible and powerful, Artificial Neural Networks (ANN) are often denoted as "black-box" methods;
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______101::25b3ebdbfeffa545e70e55b3a4b5eba0
https://dspace.library.uu.nl/handle/1874/428262
https://dspace.library.uu.nl/handle/1874/428262
Autor:
Lancia G; Mathematical Institute, Utrecht University, Budapestlaan 6, 3584 CD, Utrecht, The Netherlands., Durastanti C; Department of Basic and Applied Sciences for Engineering, Sapienza University of Rome, via A. Scarpa 16, 00161, Rome, Italy. claudio.durastanti@uniroma1.it., Spitoni C; Mathematical Institute, Utrecht University, Budapestlaan 6, 3584 CD, Utrecht, The Netherlands., De Benedictis I; Department of Basic and Applied Sciences for Engineering, Sapienza University of Rome, via A. Scarpa 16, 00161, Rome, Italy., Sciortino A; Institute for Microelectronics and Microsystems, CNR, via del Fosso del Cavaliere, 100, Rome, Italy., Cirillo ENM; Department of Basic and Applied Sciences for Engineering, Sapienza University of Rome, via A. Scarpa 16, 00161, Rome, Italy., Ledda M; Institute of Translational Pharmacology, CNR, via del Fosso del Cavaliere, 100, Rome, Italy., Lisi A; Institute of Translational Pharmacology, CNR, via del Fosso del Cavaliere, 100, Rome, Italy., Convertino A; Institute for Microelectronics and Microsystems, CNR, via del Fosso del Cavaliere, 100, Rome, Italy., Mussi V; Institute for Microelectronics and Microsystems, CNR, via del Fosso del Cavaliere, 100, Rome, Italy.
Publikováno v:
Scientific reports [Sci Rep] 2023 Jul 14; Vol. 13 (1), pp. 11370. Date of Electronic Publication: 2023 Jul 14.