4 articles for “Diabetes Risk Assessment”

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Research ArticleOpen accessIn the keywordsDeep Sense: Deep Learning for Early Staging the Onset of Diabetes Emanating Recognition of Activity PatternsMohammed Shamsul Alam, Erfanul Hoque Bahadur, Md Fokrul Islam Khan et al.This study presents a comprehensive framework for Human Activity Recognition (HAR) using smartphone sensor data, with a specific focus on identifying activities associated with diabetic risk factors. We investigate the efficacy of two deep learning architectures (Long Short-Term Memory (LSTM) networks and Graph Convolutional Networks (GCNs)) for activity recognition under conditions of limited training data. To address data scarcity, we … …Journal of Computer Science, Vol. 21, Issue 10 · 15 Dec 2025 · 2,268 accessesView PDF Cite

Research ArticleOpen accessIn the abstractApplying Information Theory Analysis for the Solution of Biomedical Data Processing ProblemsDavid Blokh, Ilia StamblerThe use of information-theoretical methods can be highly valuable for the solution of biomedical data processing problems. Some of the problems that can be solved by those methods include: The assessment of the influence of diagnostic parameters, biomarkers and risk factors, on the emergence of disease; the discretization of diagnostic parameters; the analysis of a combined influence of a group … …Current Research in Bioinformatics, Vol. 3, Issue 1 · 13 Jan 2015 · 9,631 accessesView PDF Cite

Research ArticleOpen accessIn the abstractModel Development for Health Promotion in the Elderly Participating in CommunitiesSupat Jampawai, Somporn Pothinam, Manop Kanato et al.Problem statement: The problem of the research derives from a lack of research study to develop the suitable model for health promotion in the elderly and examine factors concerning the health promotion in the elderly. This research aimed to study and develop suitable health promotion model for elderly participating in communities and examine factors related to the health promotion of … …American Journal of Applied Sciences, Vol. 8, Issue 9 · 30 Jul 2011 · 7,463 accessesView PDF Cite

Research ArticleOpen accessAll words, across the recordAssessment of Cardio-Metabolic Risk Factors among Young Adult FemalesSwati Dhruv, Uma Iyer, Kusum BhattProblem statement: Over the past two decades there has been a striking increase in the number of people with metabolic syndrome in developing countries. The current study was thus undertaken to map the prevalence of Metabolic Syndrome (MS) and to assess the cardio-metabolic risk factors among young adult females (n = 1303) aged 18-26y from four girls hostel of the … …American Journal of Infectious Diseases, Vol. 8, Issue 1 · 23 Feb 2012 · 7,874 accessesView PDF Cite