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- Dieta de 600 calorias por dia cardapio
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- What foods should i stay away from if i want to lose weight
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Join a health class near you. Technical University of Madrid, Madrid. Technical University of Madrid, Madrid. University Hospital La Paz, Madrid. In order to develop a personalized physical activity program, a physician sport medicine specialistassessed these morbidly obese adults, at baseline and there-after every 3 months. The initial goal was to determine their physical condition and identify any potential anatomic limitations, which these patients may suffer. In subsequent visits the physician with the support of a physical therapist, developed a personalized specific physical activity program for each patient, taking into account their general health status, physical condition and physical activity preferences.
The goal was to slowly initiate these patients into a more active life style. We analyzed the following battery of psychometric and quality of life tests: Hamilton Depression scale. We took advantage of data mining 12 analysis to process the large Weight loss programs compare of data obtained through Weight loss programs compare different questionnaires mentioned above, in an effort to identify specific answering patterns which could potentially be helpful to more accurate predict which patients would dropout from this type of life style interventions.
We carried out an analysis of the data to extract adequate models and patterns by using WEKA data mining software. We established a Classification by J48 Graph functionality creating decision and predictive training tree models. J48 is an open source java implementation of the C4. The same process was used to analyze each test provided to patients.
We selected two kinds of tests: dimensional tests e. Sf and test with atomic testing questions e. The tests that provided dimensional results were used Weight loss programs compare perform principal components dimensions analysis by using the R-project software and the package Data Analysis functions to analyze Ecological and Environmental data in the framework of Euclidean Exploratory methods ade4 14—17 Weight loss programs compare multivariate descriptive statistical analysis.
We included 60 patients 43 women Most of them the large majority had basic studies Table 1. Table 2 shows the anthropometric baseline data of all the patients included in the life style intervention weight loss program.
Changes in weight and BMI: completers vs. The completer patients at 12 month had lost Completers vs. The rate of decline in the patients attending our intensive interdisciplinary weight loss program was Weight loss programs compare patients completed the Plutchik's questionnaire at baseline.
In fact, 14 patients were dropout in one year and Weight loss programs compare continued the study. The algorithm J48Graph rated: 12 A. In particular in Plutchik's questionnaire results show that:. Twenty-seven patients classified by J48Graph Leaf B. Eight patients classified by J48Graph Leaf C. That question is essential for predicting NO dropout in the training prediction tree. Six patients classified by J48Graph Leaf A. Ten patients classified by J48Graph Leaf B.
J48Graph was no misclassification. Four patients classified by J48Graph Leaf C. Sixteen patients classified by J48Graph Leaf D. In the correlation matrix performed our data did not show Weight loss programs compare correlations between age, sex, marital status gender Weight loss programs compare study level with dropout.
As a final result of this detailed review Weight loss programs compare the analysis realized, we noted that in question 7 of the Plutchik test, depending on the patient's response, the analysis classifies it as predisposed to drop out of the program.
Our data show that the rate of dropout in the patients attending an intensive life style intervention weight loss program was This elevated number of patients who did not complete the weight loss program, is in agreement with previous studies in the literature and, it is a major limiting factor for the ultimate success of these weight loss interventions. This analysis Weight loss programs compare of the establishment of decision trees, taking into account the answers reported by the patients to the different items of these questionnaires.
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