Computer Science and Engineering

Ms. Sumaiya Nuha Mustafina

Research Interests

• Human Computer Interaction
• Machine Learning
• Deep Learning
• Bioinformatics

Educational Background

• Bachelor of Science (BSc), (CSE), Military Institute of Science and Technology, Mirpur 12.

Honors and Achievements

• MIST Merit Scholarship, Military Institute of Science and Technology (MIST), 2020
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2020
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2019
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2018
• MIST Dean’s List of honor, Military Institute of Science and Technology (MIST), Mirpur 12, Dhaka, 2017
• Board Scholarship, Dinajpur Board, 2016
• Board Scholarship, Dinajpur Board, 2014

Publications

1. A Machine Learning-Based System to Recommend Appropriate Military Training Program for a Soldier, MIET 2022, 2023.

1. Machine learning to predict pregnancy outcomes: a systematic review, synthesizing framework and future research agenda, BMC Pregnancy and Childbirth, 2022, BMC Pregnancy and Childbirth. URL
2. Exploring Machine Learning Algorithms to Find the Best Features for Predicting Modes of Childbirth, IEEE Access, 2020, IEEE.

1. Towards Developing an Automated Attendance Management System using Fingerprint Sensor, ETCCE, 2021, IEEE.
2. Prediction of Cesarean Childbirth using Ensemble Machine Learning Methods, iiWas2020, 2021.