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Your search keyword '"Patane, D."' showing total 2 results
Start Over Author "Patane, D." Publisher elsevier
2 results on '"Patane, D."'

1. Machine learning for the identification of scaling laws and dynamical systems directly from data in fusion

Author

Murari, A, Vega, J, Mazon, D, Patane, D., Vagliasindi, G, Arena, P., Martin, Nigel, Martin, N.F., Ratta, G., Caloone, V., JET-EFDA, ., Murari, A, Vega, J, Mazon, D, Patane, D., Vagliasindi, G, Arena, P., Martin, Nigel, Martin, N.F., Ratta, G., Caloone, V., and JET-EFDA, .

Abstract

Original methods to extract equations directly from experimental signals are presented. These techniques have been applied first to the determination of scaling laws for the threshold between the L and H mode of confinement in Tokamaks. The required equations can be extracted from the weights of neural networks and the separating hyperplane of Support Vector Machines. More powerful tools are required for the identification of differential equations directly from the time series of the signals. To this end, recurrent neural networks have proved to be very effective to properly identify ordinary differential equations and have been applied to the coupling between sawteeth and ELMs.

Published
2010

2. Liver metastases from lung cancer: is surgical resection justified?

Author

Di Carlo I, Grasso G, Patane' D, Russello D, and Latteri F

Subjects
Adenocarcinoma surgery, Aged, Biopsy, Needle, Female, Follow-Up Studies, Humans, Immunohistochemistry, Liver Neoplasms pathology, Lung Neoplasms surgery, Neoplasm Staging, Pneumonectomy methods, Risk Assessment, Tomography, X-Ray Computed, Treatment Outcome, Adenocarcinoma secondary, Hepatectomy methods, Liver Neoplasms secondary, Liver Neoplasms surgery, Lung Neoplasms pathology
Abstract

Resection of the liver for metastatic lesions has largely been done for secondary colorectal or neuroendocrine tumors, and there is little information of its value for other lesions. Recent improvements in hepatic surgery have made resection of metastases a safe procedure and it should certainly be considered whenever there is an isolated lesion. We report the case of a successful resection of an isolated secondary hepatic lesion from a lung primary tumor, which was resected approximately 4 years beforehand. A review of the literature demonstrates that although early reports of similar procedures were not favorable, more recent reports reinforce the value of an aggressive approach in favorable cases.

Published
2003
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