Address:

    Room No.: Stat-3161, Statistics Discipline, Kabi Jibananda Das Academic Building, Khulna University, Khulna-9208, Bangladesh.

    Email:

    monir.stat91@gmail.com

    Contact:

    +8801737095565

    Personal Webpage:
    click here

Md. Maniruzzaman

Lecturer

Research Interest:

Public Health, Time Series Analysis, Bioinformatics, Bio-statistics, Machine Learning, Data Mining, and Image Analysis.

Education

  • M.Sc. in Statistics, University of Rajshahi.
  • B.Sc. in Statistics, University of Rajshahi.

Bio

I graduated with B.Sc. in Statistics from Department of Statistics, University of Rajshahi, Rajsahahi-6205, Bangladesh in 2013. In 2014, I completed the M.Sc. (Thesis) degree in Statistics from Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh. I completed the M.Sc. (Thesis) under the supervision of Dr. Mohammad Nasser, Professor, Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh. Title of my M.Sc. thesis was “A Study on Gaussian Process Based Regression and Classification.

 

I have presented papers in many conferences and published articles in a number of journals. Subject of the papers include Public health, Machine learning, and Bioinformatics (Microarray gene expression data). 

Experiences

  • Lecturer, Statistics Discipline, Khulna University, Khulna-9208, Bangladesh. September 4, 2018 to Present.
  • Biostatistician, JiVitA: Maternal and Child Health and Nutrition Project of John Hopkins University (Bangladesh) (JHU-B), Gaibandha, Bangladesh. April 16, 2017 to August 30 ,2018.

Publication

Book Chapter

  • Cuadrado-Godia, E., Maniruzzaman, M., Araki, T., Puvvula, A., Rahman, M. J., Saba, L & Omerzu, T. (2019). Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Vascular and Intravascular Imaging Trends, Analysis, and Challenges, Volume 2 (IOP Publishing Ltd). 8-1 to 8-32. https://doi.org/10.1088/2053-2563/ab0820ch8.

Journal

  •   Rokon, S, M., Jishan, M., Hassan, K., Biswas, B., Shuchi, T., Islam, R,S., Maniruzzaman, M., Abedin, M, M., (2019). Influencing Factors for Excessive Use of Facebook: A Case Study in Khulna University, Bangladesh. Journal of Research in Education, Science and Technology. 3 (2), 1-11. 
  • Rahman, S, M., Rahman, A, M., Maniruzzaman, M., Howlader, H, M., (2019). Prevalence of undernutrition in Bangladeshi children. Journal of Bioscience (Cambridge University Press), Accepted. 
  • Ahammed, B., Maniruzzaman, M., Kundu, S., Mahmud, A, J., Ferdausi, F., (2019). Prevalence and risk factors associated with tobacco smoking among adults in India: a nationally representative household survey. Family Medicine & Primary Care Review. 21 (4), 1-11  

  • Maniruzzaman, M., Rahman, M. J., Ahammed, B., Abedin, M. M., Suri, H. S., Biswas, M., & Suri, J. S. (2019). Statistical Characterization and Classification of Colon Microarray Gene Expression Data using Multiple Machine Learning Paradigms. Computer Methods and Programs in Biomedicine (Elsevier). 176, 173-196. https://doi.org/10.1016/j.cmpb.2019.04.008
  • Cuadrado-Godia, E., Jamthikar, A. D., Gupta, D., Khanna, N. N., Araki, T., Maniruzzaman, M., & Suri, H. S. (2019). Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Computers in Biology and Medicine (Elsevier). 108, 182-195.  doi.org/10.1016/j.compbiomed.2019.03.020.
  • Abedin, M. M, Maniruzzaman, M, Ali, M, Ahmed, F. N. A. M, Ahammed, B (2019). Assessing and Determining Potential Factors Associated with Vitamin A Supplementation in Bangladesh. Biometrics and Biostatistics (Juniper).  9 (1).
  • Maniruzzaman, M., Harman, S., Kumar, N., Abedin, M, M., Rahman, M.J., El-Baz, A., Bhoot, M., Teji, J. S., & Suri, J. S (2018). Risk factors of neonatal mortality and child mortality in Bangladesh. Journal of Global Health (Edinburgh University Global Health Society). 8 (1), 1-16. doi:10.7189/jogh.08.010421.
  • Maniruzzaman, M., Rahman, M. J., Al-MehediHasan, M., Suri, H. S., Abedin, M. M., El-Baz, A., & Suri, J. S. (2018). Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers. Journal of Medical Systems (Springer). 42(5), 92. https://doi.org/10.1007/s10916-018-0940-7.
  • Maniruzzaman, M., Rahman, M. J., Bhattacharjee, S. K., Rahman, S., Hoque, A., & Ali, A. (2017). Socio and Demographic Determinants of Neonatal Mortality in Bangladesh. International Journal of Engineering and Computer Science. 6(12), 22294-22301.
  • Cuadrado-Godia, E., Maniruzzaman, M., Araki, T., Puvvula, A., Rahman, M. J., Saba, L & Omerzu, T. (2018). Morphologic TPA (mTPA) and composite risk score for moderate carotid atherosclerotic plaque is strongly associated with HbA1c in diabetes cohort. Computers in Biology and Medicine (Elsevier).101, 128-145. doi.org/10.1016/j.compbiomed.2018.08.008.
  • Hasan M. M. Abedin, M. M., Maniruzzaman, M., Ahmed, N. A. M., Ali, M. (2018). Level of Awareness about HIV Transmission among Married Men in Bangladesh. International Journal of Engineering and Computer Science. 7 (10), 24351-24360.
  • Maniruzzaman, M., Kumar, N., Abedin, M. M., Islam, M. S., Suri, H. S., El-Baz, A. S., & Suri, J. S. (2017). Comparative Approaches for Classification of Diabetes Mellitus Data: Machine Learning ParadigmComputer Methods and Programs in Biomedicine (Elsevier). 152, 23-34, doi: 10.1016/j.cmpb.2017.09.004.


Conference 

  • Abedin, M. M., Maniruzzaman, M. M., Islam, S. M., Ali, M., Ahammed, B., & Ahmed, F. N.A.M., (2017). Comparative Study of Artificial Neural Network Regression and Classical regression. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. ISBN: 978-984-34-0996-6.
  • Maniruzzaman, M. M., Kumar, N., Abedin, M. M., Rahman, M.J., (2017). Liver Disease Prediction using Intelligent Techniques. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. ISBN: 978-984-34-0996-6.
  • Md. Menhazul Abedin, Md. Maniruzzaman, Md. Shaykhul Islam, Mohammad Ali, Benojir Ahammed and N.A.M. Faisal Ahmed (2017). Artificial Neural Network Regression. Proceedings of International Conference on Bioinformatics and Biostatistics for Agriculture, Health and Environment. 20-23 January, 2017.  ISBN: 978-984-34-0996-6. 
  • Islam, S.M., Md. Nazrul Islam Mondal, I. N. M., Islam, R. M., Abedin, M.M., & Maniruzzaman, M. M., (2015). Factor Related to the Occurrence of Diarrheal Disease among Under-Five Children in Bangladesh. Proceedings of First International Conference on Mathematics and its Application. 23 December 2015, organized by Mathematics Discipline, University of Khulna, Khulna-9208, Bangladesh.
  • Abedin, M. M., Mondal, I. N. M., Nasser, M., Islam, S. M., & Maniruzzaman, M., (2015). Misconception about HIV/AIDS Transmission among Married Men: A population based study in Bangladesh. Proceedings of First International Conference on Mathematics and its Application. 23 December, 2015,  organized by Mathematics Discipline, University of Khulna, Khulna-9208,  Bangladesh.

Participated in Workshop and Conference

I actively participated in the following workshops:

  •   ‘‘International  Workshop  on  Health  Statistics’ during  the  period  April  20-21, 2012, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •   Training on R Programming” during the period March 22-23, 2013, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •  Workshop on Mathematics for Machine Learningduring the period November 13-14, 2014, organized by the Statistical Learning Group, Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •   “Workshop on  Advanced R Programming” during the period June 5-6, 2015 , organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205  Bangladesh.
  • Training Program on R-Programming and Application of R-packages”, during the period June 20-30, 2015, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  • Training Program on C-Programming”, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •    National Workshop on Bioinformatics for Sustainable Development in Agriculture Health and Environment”, during the period August 30–31, 2016, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.
  •  “Interactive Data Analysis & Visualization” during the period September 1, 2016, organized by the Department of Statistics, University of Rajshahi, Rajshahi-6205, Bangladesh.

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