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Crohn's disease is one type of inflammatory bowel disease whose incidence is currently increasing, subject to relapse and disabling, with unknown etiology, and usually diagnosed between the second and third decade of life. The aim of this work is to develop a Bayesian network tool to predict disabling and reoperation in patients with Crohn's disease subject to early surgery or immunosuppressors intake...
Time series forecasting represents a critical factor, mainly in the industrial sector, in order to assure the proper operation of the manufacturing processes. In this work, a classical ANFIS forecasting scheme is enhanced by the proposal of a dynamics boosting strategy. First, the objective signal is decomposed by means of the Empirical Mode to highlight the main characteristics functions. Next, the...
Background: The hierarchical prognosis and risk factors in patients with CKD is less well studied. Methods: 272 CKD patients were investigated. Markov model including six states [CKD1, CKD2, CKD3, CKD4, CKD5 as well as death/ end-stage renal disease (ESRD)] were established. Results: The mean follow-up was 2.0 years. The mean duration in state CKD1, CKD2, CKD3, CKD4 and CKD5 were 8.4 years, 5.8 years,...
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