Md. Merajul Islam
(Assistant Professor)Department:
Statistics
Faculty:
Faculty of Science and Engineering
Email:
merajul.stat@jkkniu.edu.bd
Phone:
01518437726
Social Profile:
Research Interests:
Education
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Experience
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Research Activities
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Resources
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Publication
| Sl. | Author/s | Title | Publisher | Type | Publication Date | Attachment |
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| 1 | Md. Merajul Islam , Md. Maniruzzaman; Md. Jahanur Rahman; Md. Al Mehedi Hasan; Jungpil Shin | Risk prediction of diabetic nephropathy using machine learning techniques: A pilot study with secondary data | Diabetes & Metabolic Syndrome: Clinical Research & Reviews | Article | 11 Sep 2021 |
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| 2 | Md. Merajul Islam , Tonmoy Kumar Roy; Md. Shoebuj Zaman; Ashikul Islam Pollob; Md. Asadujjaman; Md. Menhazul Abedin; Md. Maniruzzaman | Comparative Analysis of Hypertension Stages Prevalence and Associated Factors in Bangladesh: Evidence From BDHS 2017–18 and 2022 | The Journal of Clinical Hypertension | Article | 01 Aug 2026 |
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| 3 | Md. Merajul Islam , Rahman, M.J.; Rabby, M.S.; Alam, M.J.; Pollob, S.M.A.I.; Ahmed, N.A.M.F.; Tawabunnahar, M.; Roy, D.C.; Shin, J.; Maniruzzaman, M. | Predicting the risk of diabetic retinopathy using explainable machine learning algorithms | Diabetes and Metabolic Syndrome Clinical Research and Reviews | Article | 12 Jul 2023 |
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| 4 | Md. Merajul Islam , Mostakim Mia; Shanti Akter; Takyeatun Nesa Sraboni; Mst Tawabunnahar; Md. Maniruzamman; Md. Golam Hossain | Predicting short birth intervals in Bangladesh using stacked machine learning and SHAP explainability: evidence from BDHS 2022 | Reproductive Health | Article | 29 MAy 2026 |
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| 5 | Md. Merajul Islam , Hanti Akter; Mst Tawabunnahar; Sumona Chowdhury; Jannatul Takyeatun Nesa; Md Golam Hossain | Prevalence and potential risk factors of short birth interval among reproductive-aged women in Bangladesh: a population-based cross-sectional study | BMJ Open | Article | 10 April 2026 |
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| 6 | Md. Merajul Islam , M.; Shoukot Jahan Kibria, N.Md.; Kumar, S.; Roy, D.C.; Karim, Md.R. | Prediction of undernutrition and identification of its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms | PLOS ONE | Article | 24 March 2024 |
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| 7 | Md. Merajul Islam , M.; Shoukot Jahan Kibria, N.Md.; Kumar, S.; Roy, D.C.; Karim, Md.R. | Prediction of undernutrition and identification of its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms | PLOS ONE | Article | 24 March 2024 |
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| 8 | Md. Merajul Islam , Md. Jahanur Rahman; Md. Menhazul Abedin; Benojir Ahammed; Mohammad Ali; N.A.M Faisal Ahmed; Md. Maniruzzaman | Identification of the risk factors of type 2 diabetes and its prediction using machine learning techniques | Health Systems | Article | 04 March 2023 |
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| 9 | Md. Merajul Islam , Tahidur Rahman; Mamunar Rashid; Yeasin Arafat; Md Fahim; Papia Sultana | Prevalence and associated factors of undernutrition among children under the age of 5 years: a cross-sectional study in riverbank erosion areas of Bangladesh | BMJ Open | Article | 28 02 2026 |
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| 10 | Md. Merajul Islam , M.; Kumar, S.; Salam, Md.A.; Roy, D.C.; Karim, Md.R. | Cardiovascular risk prediction and influencing predictors identification among Bangladeshi individuals using machine learning algorithms and association rule mining | PLOS ONE | Article | 12 Aug 2025 |
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| 11 | Md. Merajul Islam , Salam, Md.A.; Islam, S.; Uddin, Md.M.; Shraboni, T.R.; Das, A..; Karim, Md.R. | Identifying influential determinants of women's empowerment in Bangladesh using machine learning algorithms | Plos One | Article | 30 Jun 2025 |
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| 12 | Md. Merajul Islam , Salam, M.A.; Karim, M.R. | Machine learning algorithms for predicting and identifying the influencing predictors of antenatal care visits among women in Bangladesh: Evidence from BDHS 2022 data | PLOS ONE | Publication | 30 May 2025 |
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| 13 | Md. Merajul Islam , Salam, M.A. M.; Karim, M.R. | Risk factors and co-occurring patterns of low birth weight in Bangladesh: Insights from logistic regression and association rule mining | Plos Global Public Health | Article | 30 March 2025 |
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| 14 | Md. Merajul Islam , Jahangir Alam; Sujit Kumar; Ariful Islam; Muhammad Robin Khan; Symun Rabby; N.A.M. Faisal Ahmed; Dulal Chandra Roy | Development and validation of a nomogram model for predicting the risk of hypertension in Bangladesh | Heliyon | Article | 13 Nov 2024 |
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| 15 | Md. Merajul Islam , Md. Jahangir Alam; Md Maniruzzaman; N. A. M. Faisal Ahmed; Md Sujan Ali; Md. Jahanur Rahman; Dulal Chandra Roy | Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia | PLOS ONE | Article | 24 Augst 2023 |
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| 16 | DR. MD. SUJAN ALI (SHEIKH SUJAN ALI ), Md. Merajul Islam | Predicting the risk of hypertension using machine learning algorithms: A cross sectional study in Ethiopia | PLoS ONE (Q2 Journal, SCIE, Impact Factor 2.8) | Article | 2023 |
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| 17 | Md. Merajul Islam , Arifur Rahman; Md Shahidul Islam; N.A.M. Faisal Ahmed | Students’ perceptions of online learning in higher secondary education in Bangladesh during COVID-19 pandemic | Social Sciences & Humanities Open | Article | 30 March 2023 |
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| 18 | Md. Merajul Islam , Md. Jahangir Alam; Md. Maniruzzaman; N. A. M. Faisal Ahmed; Most. Tawabunnahar; Md. Jahanur Rahman; Dulal Chandra Roy; Janardhan Mydam | Socioeconomic inequality in the prevalence of low birth weight and its associated determinants in Bangladesh | PLOS ONE | Publication | 27 Oct 2022 |
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| 19 | Md. Merajul Islam , Md. Jahanur Rahman; Md Moidul Islam; Dulal Chandra Roy; N.A.M. Faisal Ahmed; Sadiq Hussain; Md Amanullah; Md. Menhazul Abedin; Md. Maniruzzaman | Application of machine learning based algorithm for prediction of malnutrition among women in Bangladesh | International Journal of Cognitive Computing in Engineering | Article | 30 july 2022 |
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| 20 | Md. Merajul Islam , S. M. Ashikul Islam Pollob; Md. Menhazul Abedin; Md. Touhidul Islam; Md. Maniruzzaman | Predicting risks of low birth weight in Bangladesh with machine learning | PLOS ONE | Article | 22 May 2022 |
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| 21 | Md. Merajul Islam , Md. Jahanur Rahman; Dulal Chandra Roy; Md. Moidul Islam; Most. Tawabunnahar; N.A.M. Faisal Ahmed; Md. Maniruzzaman | Risk Factors Identification and Prediction of Anemia among Women in Bangladesh using Machine Learning Techniques | Current Women s Health Reviews | Article | 22 Feb 2022 |
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| 22 | Md. Merajul Islam , Md. Jahanur Rahman; Dulal Chandra Roy; Most. Tawabunnahar; Rubaiyat Jahan; N.A.M.Faisal Ahmed; Md. Maniruzzaman | Machine learning algorithm for characterizing risks of hypertension, at an early stage in Bangladesh | Diabetes & Metabolic Syndrome: Clinical Research & Reviews | Article | 20 May 2021 |
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| 23 | Md. Merajul Islam , Md. Jahangir Alam; Fee Faysal Ahmed; Md. Mehedi Hasan; Md. Nurul Haque Mollah | Improved Prediction of Protein-Protein Interaction Mapping on Homo Sapiens by Using Amino Acid Sequence Features in a Supervised Learning Framework | Protein & Peptide Letters | Article | 21 Jan 2021 |
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| 24 | Md.Jahanur Rahman; Dulal Chandra Roy; Md. Maniruzzaman, Md. Merajul Islam | Automated detection and classification of diabetes disease based on Bangladesh demographic and health survey data, 2011 using machine learning approach | Diabetes & Metabolic Syndrome: Clinical Research & Reviews | Article | 11 May 2020 |
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