Assessing risk factors for malnutrition among women in Bangladesh and forecasting malnutrition using machine learning approaches

被引:0
作者
Estiyak Ahmed Turjo
Md. Habibur Rahman
机构
[1] Jahangirnagar University,Department of Statistics and Data Science
来源
BMC Nutrition | / 10卷
关键词
Malnutrition; Machine learning; Cross validation; Bangladesh;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 192 条
  • [1] Black RE(2013)Maternal and child undernutrition and overweight in low-income and middle-income countries Lancet. 382 427-451
  • [2] Victora CG(2022)Application of machine learning based algorithm for prediction of malnutrition among women in Bangladesh Int J Cogn Comput Eng. 3 46-57
  • [3] Walker SP(2019)Factors responsible for non-communicable diseases among Bangladeshi adults Biomed J Sci Tech Res. 20 14742-14748
  • [4] Bhutta ZA(2018)Obesity and loss of disease-free years owing to major non-communicable diseases: a multicohort study Lancet Public health. 3 490-497
  • [5] Christian P(2021)Sociodemographic risk factors of being underweight among ever-married Bangladeshi women of reproductive age: a multilevel analysis Asia Pac J Public Health. 33 220-226
  • [6] De Onis M(2018)Prevalence of underweight, overweight and obesity and their associated risk factors in Nepalese adults: Data from a Nationwide Survey, 2016 PLoS ONE. 13 0205912-10
  • [7] Islam MM(2020)The effect of underweight on female and male reproduction Metabolism. 107 154229-630
  • [8] Rahman MJ(2017)Maternal undernutrition and excessive body weight and risk of birth and health outcomes Arch Public Health. 75 1-8
  • [9] Islam MM(2019)Effect of maternal obesity on pregnancy outcomes in women delivering singleton babies: a historical cohort study J Perinat Med. 47 625-12
  • [10] Roy DC(2021)Impact of the nutritional status of children with congenital heart diseases on the early post-operative outcome Egypt Pediatr Assoc Gaz. 69 1-11