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pro vyhledávání: '"Cutillo A"'
The independence assumption is a useful tool to increase the tractability of one's modelling framework. However, this assumption does not match reality; failing to take dependencies into account can cause models to fail dramatically. The field of mul
Externí odkaz:
http://arxiv.org/abs/2408.02393
Gaussian graphical models can be used to extract conditional dependencies between the features of the dataset. This is often done by making an independence assumption about the samples, but this assumption is rarely satisfied in reality. However, sta
Externí odkaz:
http://arxiv.org/abs/2407.19892
Introduction: Cases of throat cancer are rising worldwide. With survival decreasing significantly at later stages, early detection is vital. Artificial intelligence (AI) and machine learning (ML) have the potential to detect throat cancer from patien
Externí odkaz:
http://arxiv.org/abs/2307.09230
Autor:
Alberto Mateo-Urdiales, Massimo Fabiani, Flavia Mayer, Chiara Sacco, Valeria Belleudi, Roberto Da Cas, Emmanouil Alexandros Fotakis, Luigi De Angelis, Maria Cutillo, Daniele Petrone, Cristina Morciano, Andrea Cannone, Martina Del Manso, Flavia Riccardo, Antonino Bella, Franscesca Menniti-Ippolito, Patrizio Pezzotti, Stefania Spila Alegiani, Marco Massari
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-9 (2024)
Abstract Background As of 2024, vaccination remains the main mitigation measure against COVID-19, but there are contradictory results on whether people living with HIV (PLWH) are less protected by vaccines than people living without HIV (PLWoH). In t
Externí odkaz:
https://doaj.org/article/3b97203e8fe14c1c9fd69fbb450cfb64
This paper introduces the Gaussian multi-Graphical Model, a model to construct sparse graph representations of matrix- and tensor-variate data. We generalize prior work in this area by simultaneously learning this representation across several tensor
Externí odkaz:
http://arxiv.org/abs/2211.02920
Autor:
Georgette Tanner, Rhiannon Barrow, Shoaib Ajaib, Muna Al-Jabri, Nazia Ahmed, Steven Pollock, Martina Finetti, Nora Rippaus, Alexander F. Bruns, Khaja Syed, James A. Poulter, Laura Matthews, Thomas Hughes, Erica Wilson, Colin Johnson, Frederick S. Varn, Anke Brüning-Richardson, Catherine Hogg, Alastair Droop, Arief Gusnanto, Matthew A. Care, Luisa Cutillo, David R. Westhead, Susan C. Short, Michael D. Jenkinson, Andrew Brodbelt, Aruna Chakrabarty, Azzam Ismail, Roel G. W. Verhaak, Lucy F. Stead
Publikováno v:
Genome Biology, Vol 25, Iss 1, Pp 1-29 (2024)
Abstract Background Glioblastoma (GBM) brain tumors lacking IDH1 mutations (IDHwt) have the worst prognosis of all brain neoplasms. Patients receive surgery and chemoradiotherapy but tumors almost always fatally recur. Results Using RNA sequencing da
Externí odkaz:
https://doaj.org/article/190c474079fc465a883fccd59c89b7b7
Autor:
Gianni Cutillo, Silvia Masnada, Gaetan Lesca, Dorothée Ville, Patrizia Accorsi, Lucio Giordano, Anna Pichiecchio, Marialuisa Valente, Paola Borrelli, Ottavia Eleonora Ferraro, Pierangelo Veggiotti
Publikováno v:
Epilepsia Open, Vol 9, Iss 1, Pp 106-121 (2024)
Abstract Objective Adenylosuccinate lyase (ADSL) deficiency is a rare inherited metabolic disorder with a wide phenotypic presentation, classically grouped into three types (neonatal, type I, and type II). We aim to better delineate the pathological
Externí odkaz:
https://doaj.org/article/824525d7bb3b493c91fbe235e276060d
Autor:
Richard Zhiming Fu, Oliver Cottrell, Luisa Cutillo, Andrew Rowntree, Zsolt Zador, Heiko Wurdak, Nancy Papalopulu, Elli Marinopoulou
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract Quiescence, a reversible state of cell-cycle arrest, is an important state during both normal development and cancer progression. For example, in glioblastoma (GBM) quiescent glioblastoma stem cells (GSCs) play an important role in re-establ
Externí odkaz:
https://doaj.org/article/56dfffda789b46aeb5080b706c1a7b7b
Autor:
A. Bassi de Toni, G. Culicchia, A. Del Casale, M. Tinè, A. V. Vallerga, L. Cutillo, S. Bernardi, I. Bilotta, A. Fattorini, R. D’Alessio, D. De Felici, M. Pompili, G. Angeletti
Publikováno v:
European Psychiatry, Vol 67, Pp S159-S159 (2024)
Introduction Peripartum mental disorders (PPMD) are characterized by heterogeneous psychopathological symptoms related to specific personality traits, which are only taken into account by a few preventive and therapeutic strategies. Traumatic experie
Externí odkaz:
https://doaj.org/article/e59873255f4c4f8290590e531e8d60b9
Classically, statistical datasets have a larger number of data points than features ($n > p$). The standard model of classical statistics caters for the case where data points are considered conditionally independent given the parameters. However, fo
Externí odkaz:
http://arxiv.org/abs/2203.07912