[PDF] Top 20 Usefulness of Bayesian networks in epidemiological studies

... consisting of a set V of discrete random variables (features) and a joint probability distribution ...ture of the causal network) be a directed acyclic graph (DAG), whose set of vertices has a ... See full document

... Research studies in automation of diagnosis in the RAN of cellular networks have been focused on alarm correlation [193, 84, 192, ...88]. In current cellular ... See full document

... ability of the brain to maintain its functionality when facing ageing or brain damage ...one of the several factors related to the enhancement or maintenance of such a cognitive reserve ... See full document

... Abstract: In the current economic, social and political environment, society demands a greater variety of outcomes from the public logistics sector, such as efficiency, efficiency of managed ... See full document

... genus in Bromelioideae subfamily (Luther, ...region of southeastern Brazil (Smith and Downs, 1979) and few small natural populations are currently found, since it is threatened by habitat loss and ... See full document

... born in states in Mexico where cases of human fasciola had been ...aims of the study were explained and an invitation to participate was ...group of the pupil, were provided for each ... See full document

... consistency of the Center for Epidemiologic Studies Depression Scale (CES- D-R) in Mexican ...samples of middle-school students from Mexico ...assessment of depressive symptoms ... See full document

... Since nodes in model 1 do not know which of their respective neighbors are closer to the sink, the decisions at node i in this model will be based on the energy estimation at any of the [r] ... See full document

... validation of the model for users between 26 to 35 years old and 36 to 45 years old, whereas no significant relations were extracted from the analysis of users between 18 and 25 years old, most probably due ... See full document

... state of world resistance of nosocomial patho- gens, and of those appearing in community, is monitored by different surveillance programs, among which is the SENTRY program incorporating ... See full document

... the usefulness as diagnostic markers of five miRNAs (miR-17-5p, miR-21, miR-106a, miR-106b and let-7a) in plasma from 69 patients and 30 healthy ...analysis of individual ROC curves ... See full document

... introduce Bayesian Networks (BNs) in this frame- work to model the spatial and temporal dependencies among the dif- ferent stations using a directed acyclic ...distributions of the desired ... See full document

... prevalence of waterborne zoonotic risks are subject to geographical, climatic, and socioeconomic ...Outbreaks of some diseases, such as cryptosporidiosis, may be regional. In addition, the incidence ... See full document

... as in-patients and had a reduction in both acute and post-acute levels of neuroleptic ...Quality of Life Scores (QOS) and significantly less negative symptoms at ...DUP of 1–6 ...or ... See full document

... task. In multi-dimensional BN classifiers, the multi-valued decision functions have to be found by a global maximum search over the possible classes ...employment of the same arguments used in this ... See full document

... involved in bra- in development and the etiology of cancer; The GRM8 gene, encoding a glutamate receptor, involved in neu- rodevelopmental disorders such as attention deficit hyperactivity and ... See full document

... neuronal networks. On the other hand, an important aspect in the inductive learning is to obtain a model that represents the knowledge domain that is accessible for the user, it is particularly important to ... See full document

... Epidemiological studies have shown changes in upper digestive diagnosis in recent ...especially in developed countries, consisting in a diminution of duodenal peptic ... See full document

... La eficacia de las intervenciones no farmacológi­ cas sobre la disfunción del paciente con TDAH se ha evaluado pobremente. En relación con las tera­ pias cognitivo­conductuales o psicosociales, se han aportado efectos ... See full document

... Second, a clustering algorithm was run on the Bayesian networks to find groups of experts with similar behaviors, and a representative Bayesian network was induced for each cluster of [r] ... See full document