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Sumaiya Binte Shahid

Lecturer — Department of Computer Science & Engineering

Sumaiya Binte Shahid

Lecturer - Department of Computer Science & Engineering

Email: sbinteshahid@gmail.com

Blood Group: A+

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Professional Summary

I am Sumaiya Binte Shahid, a Lecturer in the Department of Computer Science & Engineering at Bangladesh University of Business and Technology (BUBT). My research interests include Machine Learning, Computer Vision, Data Mining, and Healthcare Informatics. I am committed to excellence in teaching, research, and continuous professional development.

Education

Secondary School Certificate (SSC)

Major: Science

Institute: Dhaka

Passing Year: 2015

Higher Secondary Certificate (HSC)

Major: Science

Institute: Dhaka

Passing Year: 2017

Bachelor of Science (B.Sc. Hons)

Major: Information Technology

Institute: Jahangirnagar University

Passing Year: 2023

Master of Science (MSc)

Major: Information & Communication Technology

Institute: Jahangirnagar University

Passing Year: 2025

Academic Experience

Institute Department Position Year

Professional Experience

Institute Department Position Year

Journal Papers

Sumaiya Binte Shahid, Maleeha Kaikaus, Hasanul Kabir, Mohammad Abu Yousuf, A. K. M. Azad, A. S. Al-Moisheer, Naif Alotaibi, Salem A. Alyami et al., "Novel deep learning for multi-class classification of Alzheimer’s in disability using MRI datasets, " In: Frontiers in Bioinformatics, Volume 5 17 (2025-01-01) . https://doi.org/10.3389/fbinf.2025.1567219
Sumaiya Binte Shahid, Mohammad Abu Yousuf, Md. Biplob Hosen, Sabbir Ahmed, Mohammad Ali Moni, "Bias in Deep Learning Skin Cancer Detection: Parallel Residual Convolution Network Classification and Racial Bias Quantification: Skin Cancer Racial Bias, " In: ICCA '24: Proceedings of the 3rd International Conference on Computing Advancements, 8 (2025-01-01) . https://doi.org/10.1145/3723178.3723310
Sumaiya Binte Shahid; Bushra Akter; Md Biplob Hosen; Mehrin Anannya; Mohammad Abu Yousuf, "Assessing and Mitigating Intersectional Bias: A Multi-Domain Study on Race and Gender, " In: 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), 6 (2025-01-01) . 10.1109/COMPAS67506.2025.11381743
Shampa Banik; Sumaiya Binte Shahid; Maharin Afroj, "ColoNetBlock: Attention Enhanced CNN for Colorectal Cancer Classification with Visual Explanation, " In: 2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS), 6 (2025-01-01) . 10.1109/COMPAS67506.2025.11381868
Rubaiya Reza Sohana; Shakil Ahmed; Sumaiya Binte Shahid; Rashidul Hasan Hridoy, "Robust Blood Cell Detection and Counting Using Efficient Channel Attention-Integrated YOLOv10, " In: IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), 6 (2026-01-01) . 10.1109/WIECON-ECE69386.2025.11525973

Conference Papers

, "Bias in Skin Cancer Detection Parallel Residual Convolution Network Classification and Racial Bias", In: Proceedings of the 3rd International Conference on Computing Advancements - ICCA 2024, Kuratoli, Khilkhet, Dhaka 1229, Bangladesh , 2024-10-17 2024-10-24,
, "Bias in Skin Cancer Detection Parallel Residual Convolution Network Classification and Racial Bias", In: Proceedings of the 3rd International Conference on Computing Advancements - ICCA 2024, Kuratoli, Khilkhet, Dhaka 1229, Bangladesh , 2024-10-17 2024-10-24,

AWARDS AND RESEARCH GRANTS

Award Title Organization Award year Awardee Position Award Description
ICT Division Research Fellowship ICT Division, Bangladesh ICT Division, Bangladesh 2023-01-01 Research Fellow