Zobrazeno 1 - 10
of 706
pro vyhledávání: '"An, Domnich"'
Autor:
Domnich, Marharyta, Valja, Julius, Veski, Rasmus Moorits, Magnifico, Giacomo, Tulver, Kadi, Barbu, Eduard, Vicente, Raul
As machine learning models evolve, maintaining transparency demands more human-centric explainable AI techniques. Counterfactual explanations, with roots in human reasoning, identify the minimal input changes needed to obtain a given output and, henc
Externí odkaz:
http://arxiv.org/abs/2410.21131
This study presents insights gathered from surveys and discussions with specialists in three domains, aiming to find essential elements for a universal explanation framework that could be applied to these and other similar use cases. The insights are
Externí odkaz:
http://arxiv.org/abs/2405.11958
Publikováno v:
In: Longo, L., Lapuschkin, S., Seifert, C. (eds) Explainable Artificial Intelligence. xAI 2024. Communications in Computer and Information Science, vol 2155. Springer, Cham
Deep learning is dramatically transforming the field of medical imaging and radiology, enabling the identification of pathologies in medical images, including computed tomography (CT) and X-ray scans. However, the performance of deep learning models,
Externí odkaz:
http://arxiv.org/abs/2404.12832
Autor:
Domnich, Marharyta, Vicente, Raul
Publikováno v:
In: Longo, L., Lapuschkin, S., Seifert, C. (eds) Explainable Artificial Intelligence. xAI 2024. Communications in Computer and Information Science, vol 2155. Springer, Cham
A pressing issue in the adoption of AI models is the increasing demand for more human-centric explanations of their predictions. To advance towards more human-centric explanations, understanding how humans produce and select explanations has been ben
Externí odkaz:
http://arxiv.org/abs/2404.12810
Publikováno v:
Успехи физики металлов, Vol 25, Iss 3, Pp 459-481 (2024)
The works in the field of radiation materials science of target materials of neutron sources based on the subcritical assemblies controlled by linear accelerators of electrons or protons, so-called accelerator driven systems (ADS), are reviewed. Now,
Externí odkaz:
https://doaj.org/article/ddec28fe6569479395ca009d1ed5d01b
Autor:
Chiara de Waure, Elisabetta Alti, Vincenzo Baldo, Paolo Bonanni, Michele Conversano, Alberto Fedele, Giovanni Gabutti, Roberto Ieraci, Francesco Landi, Raffaele Landolfi, Andrea Orsi, Caterina Rizzo, Alessandro Rossi, Alberto Villani, Francesco Vitale, Alexander Domnich
Publikováno v:
Expert Review of Vaccines, Vol 23, Iss 1, Pp 636-644 (2024)
Background Protection provided by seasonal influenza vaccination (SIV) may be measured against numerous outcomes, and their heterogeneity may hamper decision-making. The aim of this study was to explore outcomes used for estimation of SIV efficacy/ef
Externí odkaz:
https://doaj.org/article/af29b931bae5401585e11c274e9da787
Autor:
Alexander Domnich, Andrea Orsi, Alessio Signori, Maria Chironna, Ilaria Manini, Christian Napoli, Caterina Rizzo, Donatella Panatto, Giancarlo Icardi
Publikováno v:
Expert Review of Vaccines, Vol 23, Iss 1, Pp 380-388 (2024)
ABSTRACTBackground The question of whether influenza vaccine effectiveness (VE) wanes over the winter season is still open and some contradictory findings have been reported. This study investigated the possible decline in protection provided by the
Externí odkaz:
https://doaj.org/article/dcf5a37333104a38a449436d90f527af
Autor:
Alexander Domnich, Francesco Lapi, Andrea Orsi, Ignazio Grattagliano, Alessandro Rossi, Claudio Cricelli, Giancarlo Icardi
Publikováno v:
BMC Health Services Research, Vol 24, Iss 1, Pp 1-8 (2024)
Abstract Background Seasonal influenza vaccination coverage in Italian older adults is insufficient and well below the minimum target of 75%. In Italy, most influenza vaccine doses are administered by general practitioners (GPs), whose number has bee
Externí odkaz:
https://doaj.org/article/656209a061ab44a083cee681d006d252
Autor:
Alexander Domnich, Giancarlo Icardi, Donatella Panatto, Marianna Scarpaleggia, Carlo-Simone Trombetta, Matilde Ogliastro, Federica Stefanelli, Bianca Bruzzone, Andrea Orsi
Publikováno v:
International Journal of Infectious Diseases, Vol 147, Iss , Pp 107202- (2024)
ABSTRACT: Objectives: In order to support policymakers in allocating resources, we aimed to assess vaccine effectiveness (VE) of inactivated influenza vaccines (IIVs) available for Italian adults in the 2023/2024 season. Methods: A hospital-based tes
Externí odkaz:
https://doaj.org/article/5368a0f73dd448c8b156157cc0a7c644
Autor:
Francesco Lapi, Ettore Marconi, Alexander Domnich, Iacopo Cricelli, Alessandro Rossi, Ignazio Grattagliano, Giancarlo Icardi, Claudio Cricelli
Publikováno v:
Infectious Disease Reports, Vol 16, Iss 2, Pp 260-268 (2024)
Background: There are algorithms to predict the risk of SARS-CoV-2-related complications. Given the spread of anti-COVID vaccination, which sensibly modified the burden of risk of the infection, these tools need to be re-calibrated. Therefore, we upd
Externí odkaz:
https://doaj.org/article/2bc900a2ff6f440093d101ed52a64b0e