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Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
Loading articles data…
Readable research linked to original sources
Browse normalized, publication-ready research with direct links to its evidence and source.
5 articles
Newest firstBackgroundDepressive symptoms among reproductive-aged women represent a major public health concern in low- and middle-income countries, yet systematic screening remains limited. In most population survey datasets, the low prevalence of depression results in severe class imbalance, which challenges conventional machine learning models. Therefore, we develop and evaluate a bagging-based ensemble machine learning fr…
Open article record in new tab ↗An estimated 1.9 million stillbirths and 2.3 million neonatal deaths occurred globally in 2023, disproportionately clustered in sub-Saharan Africa and South Asia. We aimed to determine the frequency of delays in illness recognition, healthcare seeking, and healthcare receipt among cases of stillbirth neonatal death, to characterize the most common delays, and to describe the frequency of antenatal care visits prec…
Open article record in new tab ↗The Mirzapur Health and Demographic Surveillance System (MHDSS), established in 2007 in Tangail, Bangladesh, systematically monitors population and health dynamics across 10 unions, covering 316,628 individuals as of 2022. It collects longitudinal data on vital events, including births, deaths, migrations, and immunizations, every four months, with socio-economic updates every five years. Unique to the MHDSS is it…
Open article record in new tab ↗BackgroundAssessing the quality of antenatal care (ANC) is imperative for improving care provisions during pregnancy to ensure the health of mother and baby. In Bangladesh, there is a dearth of research on the quality of ANC using nationally representative data to understand its levels and determinants. The current study aims to assess the quality of ANC and identify the sociodemographic factors associated with th…
Open article record in new tab ↗BackgroundAlthough Bangladesh has made significant improvements in maternal, neonatal, and child health, the disparity between rich and poor remains a matter for concern. ObjectiveThe study aimed to increase coverage of women in seeking skilled maternal healthcare services while minimizing inequity gap among different socioeconomic groups. Methodsicddr, b implemented an integrated maternal and neonatal health (MNH…