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pro vyhledávání: '"Garbi A"'
Simplicity bias poses a significant challenge in neural networks, often leading models to favor simpler solutions and inadvertently learn decision rules influenced by spurious correlations. This results in biased models with diminished generalizabili
Externí odkaz:
http://arxiv.org/abs/2411.00711
Continual Learning (CL) is crucial for enabling networks to dynamically adapt as they learn new tasks sequentially, accommodating new data and classes without catastrophic forgetting. Diverging from conventional perspectives on CL, our paper introduc
Externí odkaz:
http://arxiv.org/abs/2407.08609
Skin lesion segmentation (SLS) plays an important role in skin lesion analysis. Vision transformers (ViTs) are considered an auspicious solution for SLS, but they require more training data compared to convolutional neural networks (CNNs) due to thei
Externí odkaz:
http://arxiv.org/abs/2307.13897
Despite its clinical utility, medical image segmentation (MIS) remains a daunting task due to images' inherent complexity and variability. Vision transformers (ViTs) have recently emerged as a promising solution to improve MIS; however, they require
Externí odkaz:
http://arxiv.org/abs/2307.02100
Autor:
Ricardo Eccard da Silva, Maria Rita Carvalho Garbi Novaes, Cesar de Oliveira, Dirce Bellezi Guilhem
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background Tools for assessing a country’s capacity in the face of public health emergencies must be reviewed, as they were not predictive of the COVID-19 pandemic. Social cohesion and risk communication, which are related to trust in gove
Externí odkaz:
https://doaj.org/article/7953eb56678545ad8b45334c8ffaff83
Autor:
R. Mohindra, L. E. Dobson, D. Schlosshan, P. Khan, B. Campbell, M. Garbi, B. Chambers, J. B. Chambers
Publikováno v:
Echo Research and Practice, Vol 11, Iss 1, Pp 1-10 (2024)
Abstract Background Outpatient care for patients with heart valve disease (HVD) is best provided by valve clinics delivered by specialists. Modern day practice in the United Kingdom (UK) is currently poorly understood and has not been evaluated for n
Externí odkaz:
https://doaj.org/article/ebdc4296cce24635b3d65833fce34049
Deep learning models have achieved great success in automating skin lesion diagnosis. However, the ethnic disparity in these models' predictions, where lesions on darker skin types are usually underrepresented and have lower diagnosis accuracy, recei
Externí odkaz:
http://arxiv.org/abs/2208.10013
Autor:
Rossella Delle Donne, Rosa Iannucci, Laura Rinaldi, Luca Roberto, Maria A. Oliva, Emanuela Senatore, Domenica Borzacchiello, Luca Lignitto, Giorgio Giurato, Francesca Rizzo, Assunta Sellitto, Francesco Chiuso, Salvatore Castaldo, Giovanni Scala, Virginia Campani, Valeria Nele, Giuseppe De Rosa, Chiara D’Ambrosio, Corrado Garbi, Andrea Scaloni, Alessandro Weisz, Concetta Ambrosino, Antonella Arcella, Antonio Feliciello
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-2 (2024)
Externí odkaz:
https://doaj.org/article/a14f3f9dce584d7c973233667759e674
Autor:
Oberkircher, Lara M., Scheiding, Victoria M., Rafeld, H. Linda, Hanssen, Eric, Hansen, Jan N., Fleischmann, Markus J., Kessler, Nina, Pitsch, David, Wachten, Dagmar, Kastenmüller, Wolfgang, Brown, Andrew S., Hartland, Elizabeth L., van Driel, Ian R., Ng, Garrett Z., Garbi, Natalio
Publikováno v:
In Mucosal Immunology October 2024 17(5):777-792
Downregulation of praja2 restrains endocytosis and boosts tyrosine kinase receptors in kidney cancer
Autor:
Laura Rinaldi, Francesco Chiuso, Emanuela Senatore, Domenica Borzacchiello, Luca Lignitto, Rosa Iannucci, Rossella Delle Donne, Mariano Fuggi, Carla Reale, Filomena Russo, Nicola Antonino Russo, Giorgio Giurato, Francesca Rizzo, Assunta Sellitto, Michele Santangelo, Davide De Biase, Orlando Paciello, Chiara D’Ambrosio, Stefano Amente, Corrado Garbi, Emiliano Dalla, Andrea Scaloni, Alessandro Weisz, Concetta Ambrosino, Luigi Insabato, Antonio Feliciello
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-15 (2024)
Abstract Clear cell renal cell carcinoma (ccRCC) is the most common kidney cancer in the adult population. Late diagnosis, resistance to therapeutics and recurrence of metastatic lesions account for the highest mortality rate among kidney cancer pati
Externí odkaz:
https://doaj.org/article/9d16140add05426185224d8f68ffc708