AIMC Topic: Rural Population
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Data-driven and interpretable machine-learning modeling to explore the fine-scale environmental determinants of malaria vectors biting rates in rural Burkina Faso.
Parasites & vectors
Jun 29, 2021
BACKGROUND: Improving the knowledge and understanding of the environmental determinants of malaria vector abundance at fine spatiotemporal scales is essential to design locally tailored vector control intervention. This work is aimed at exploring the...
Use of artificial intelligence on Electroencephalogram (EEG) waveforms to predict failure in early school grades in children from a rural cohort in Pakistan.
PloS one
Feb 8, 2021
Universal primary education is critical for individual academic growth and overall adult productivity of nations. Estimates indicate that 25% of 59 million primary age out of school children drop out and early grade failure is one of the factors. An ...
Mapping and Discriminating Rural Settlements Using Gaofen-2 Images and a Fully Convolutional Network.
Sensors (Basel, Switzerland)
Oct 25, 2020
New ongoing rural construction has resulted in an extensive mixture of new settlements with old ones in the rural areas of China. Understanding the spatial characteristic of these rural settlements is of crucial importance as it provides essential in...
Machine-learned modeling of PM exposures in rural Lao PDR.
The Science of the total environment
Apr 18, 2019
This study presents a machine-learning-enhanced method of modeling PM personal exposures in a data-scarce, rural, solid fuel use context. Data collected during a cookstove (Africa Clean Energy (ACE)-1 solar-battery-powered stove) intervention program...
BP neural network prediction model for suicide attempt among Chinese rural residents.
Journal of affective disorders
Dec 27, 2018
OBJECTIVE: This study aimed to establish and assess the Back Propagation Neural Network (BPNN) prediction model for suicide attempt, so as to improve the individual prediction accuracy.
Surveys and Questionnaires
Adolescent
Child
Logistic Models
Rural Population
Middle Aged
Suicide, Attempted
Case-Control Studies
China
Social Support
Self Concept
Asian People
Adaptation, Psychological
Depressive Disorder
Impulsive Behavior
Humans
Neural Networks, Computer
Female
Risk Factors
Young Adult
Adult
Sensitivity and Specificity
Male
Serum vitamin D deficiency and vitamin D receptor gene polymorphism are associated with increased risk of cardiovascular disease in a Chinese rural population.
Nutrition research (New York, N.Y.)
Sep 13, 2018
Several studies have reported a conflicting association between vitamin D deficiency, vitamin D receptor (VDR) polymorphism, and the risk of cardiovascular disease (CVD). We hypothesized that serum 25(OH)D concentrations and single nucleotide polymor...
Management practices associated with strongylid parasite prevalence on horse farms in rural counties of Kentucky.
Veterinary parasitology, regional studies and reports
Aug 23, 2018
Anthelmintic resistance among cyathostomin parasites is a wide-spread problem. The parasite control guidelines written by the American Association of Equine Practitioners (AAEP) encourages the preservation of anthelmintic efficacy by reducing treatme...
Prevalence and possible factors associated with anaemia, and vitamin B and folate deficiencies in women of reproductive age in Pakistan: analysis of national-level secondary survey data.
BMJ open
Dec 22, 2017
OBJECTIVE: To determine the prevalence and possible factors associated with anaemia, and vitamin B and folate deficiencies in women of reproductive age (WRA) in Pakistan.
Egg Excretion does not Increase after Exercise: Implications for Diagnostic Testing.
The American journal of tropical medicine and hygiene
Dec 14, 2017
Children are frequently invited to exercise before micturition, as it is believed that this activity will result in higher egg excretion, and hence, increases sensitivity of microscopic diagnoses. However, the evidence of this recommendation is scan...
Evaluating the usability of an interactive, bi-lingual, touchscreen-enabled breastfeeding educational programme: application of Nielson's heuristics.
Journal of innovation in health informatics
Mar 5, 2015
The study purpose was to conduct heuristic evaluation of an interactive, bilingual touchscreen-enabled breastfeeding educational programme for Hispanic women living in rural settings in Nebraska. Three raters conducted the evaluation during May 2013 ...
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