Prediction of Cesarean Childbirth using Ensemble Machine Learning Methods. - Nafiz Imtiaz Khan; Tahasin Mahmud; Muhammad Nazrul Islam; Sumaiya Nuha Mustafina (iiWAS, 2020)

Exploring Machine Learning Algorithms to Find the Best Features for Predicting Modes of Childbirth. - Muhammad Nazrul Islam; Tahasin Mahmud; Nafiz Imtiaz Khan; Sumaiya Nuha Mustafina; A. K. M. Najmul Islam (IEEE Access, 2021)

Sentiment Analysis on COVID-19 Vaccine Twitter Data using Neural Network Models. - Zannatul Ferdous; Rabeya Akhter; Anika Tahsin; Sumaiya Nuha Mustafina; Nuzhat Tabassum (ICCA, 2022)

A Machine Learning-Based System to Recommend Appropriate Military Training Program for a Soldier. - Md Tauhidur Rahman; Raquib Hasan Dewan; Md. Abdur Razzak; Sumaiya Nuha Mustafina; Muhammad Nazrul Islam (MIET (2), 2022)