Predicting the risk of diabetic retinopathy using explainable machine learning algorithms

Authors: Islam, Md. Merajul, Rahman, Md. Jahanur, Rabby, Md. Symun, Alam, Md. Jahangir, Pollob, S.M. Ashikul Islam, Ahmed, N.A.M. Faisal, Tawabunnahar, Most., Roy, Dulal Chandra, Shin, Junpil, Maniruzzaman, Md.

Source: In Diabetes & Metabolic Syndrome: Clinical Research & Reviews December 2023 17(12)

Risk Factors Identification and Prediction of Anemia among Women inBangladesh using Machine Learning Techniques

Authors: Islam, Md. Merajul, Rahman, Md. Jahanur, Roy, Dulal Chandra, Islam, Md. Moidul, Tawabunnahar, Most., Ahmed, N.A.M. Faisal, Maniruzzaman, Md.

Source: Current women's health reviews. 18(1):118-133

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100144598109.0x000001&indx=1&recIds=ETOCvdc_100144598109.0x000001

Exploring the achievements and forecasting of SDG 3 using machine learning algorithms: Bangladesh perspective.

Authors: Molla, Md. Maeen, Hossain, Md. Sifat, Ali, Md. Ayub, Islam, Md. Raqibul, Sultana, Mst. Papia, Roy, Dulal Chandra

Source: PLoS ONE; 3/4/2025, Vol. 20 Issue 3, p1-15, 15p

Subject Terms: RECURRENT neural networks, STANDARD deviations, TIME series analysis, AKAIKE information criterion, DEATH rate

Application of machine learning based algorithm for prediction of malnutrition among women in Bangladesh

Authors: Islam, Md. Merajul, Rahman, Md. Jahanur, Islam, Md Moidul, Roy, Dulal Chandra, Ahmed, N.A.M. Faisal, Hussain, Sadiq, Amanullah, Md, Abedin, Md. Menhazul, Maniruzzaman, Md.

Source: In International Journal of Cognitive Computing in Engineering June 2022 3:46-57

Prediction of undernutrition and identification of its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.

Authors: Islam, Md. Merajul, Kibria, Nobab Md. Shoukot Jahan, Kumar, Sujit, Roy, Dulal Chandra, Karim, Md. Rezaul

Source: PLoS ONE; 12/6/2024, Vol. 19 Issue 12, p1-22, 22p

Subject Terms: ARTIFICIAL neural networks, MACHINE learning, BIRTH order, VITAMIN A, DEMOGRAPHIC surveys, LOGISTIC regression analysis, MALNUTRITION in children

Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia.

Authors: Islam, Md. Merajul, Alam, Md. Jahangir, Maniruzzaman, Md, Ahmed, N. A. M. Faisal, Ali, Md Sujan, Rahman, Md. Jahanur, Roy, Dulal Chandra

Source: PLoS ONE; 8/24/2023, Vol. 18 Issue 8, p1-20, 20p

Subject Terms: MACHINE learning, FEATURE selection, BODY mass index, BOOSTING algorithms, RANDOM forest algorithms, EARLY death, NASAL cannula

Geographic Terms: ETHIOPIA

Socioeconomic inequality in the prevalence of low birth weight and its associated determinants in Bangladesh.

Authors: Alam, Md. Jahangir, Islam, Md. Merajul, Maniruzzaman, Md., Ahmed, N. A. M. Faisal, Tawabunnahar, Most., Rahman, Md. Jahanur, Roy, Dulal Chandra, Mydam, Janardhan

Source: PLoS ONE; 10/27/2022, Vol. 17 Issue 10, p1-18, 18p

Subject Terms: LOW birth weight, LOGISTIC regression analysis, POOR families, EQUALITY, MATERNAL age, MORTALITY risk factors

Geographic Terms: BANGLADESH

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