Directory

Md Jaber Al Nahian, PhD Student

Grad Research Asst Fellowship, Faculty of Medicine & Dentistry - Radiology & Diagnostic Imaging Dept

Pronouns: He/Him

Contact Overview Publications

Contact

Grad Research Asst Fellowship, Faculty of Medicine & Dentistry - Radiology & Diagnostic Imaging Dept
Email
mdjabera@ualberta.ca
Phone
(368) 399-4949
Address
University Terrace
8303 112 St NW
Edmonton AB
T6G 2T4

Overview

Area of Study / Keywords

Computer Vision Deep Learning Medical Imagining Multimodal Foundation Model Explainable AI

Teaching

Teaching Experience — University of Calgary

Graduate Teaching Assistant

  • CPSC 331 – Data Structures and Algorithm Analysis — Winter 2024, Winter 2025, Spring 2025

    • Led weekly tutorial lectures reinforcing asymptotic analysis, recursion, trees/heaps, hashing, graphs, and sorting.

    • Designed and revised programming/problem-set assignments; created clear rubrics to ensure consistent marking.

    • Graded assignments and exams; maintained timely feedback and handled regrade requests.

    • Proctored midterms/finals and supported academic integrity procedures.

    • Held office hours for student advising and debugging support.

  • SENG 513 – Web-Based Systems — Fall 2024

    • Delivered tutorial mini-lectures on HTTP, REST, frontend/backend basics, and testing.

    • Supported assignment development (routing, sessions, APIs) and grading of projects/reports.

    • Provided code reviews and guidance on best practices and documentation.

  • CPSC 217 – Introduction to Python Programming — Fall 2023

    • Taught foundational Python (control flow, functions, data structures, file I/O).

    • Assisted with assignment design and autograder/rubric alignment; graded labs, quizzes, and exams.

    • Offered one-on-one help to new programmers during office hours and labs.

Featured Publications

Ultrasound-based AI for COVID-19 detection: a comprehensive review of public and private lung ultrasound datasets and studies

Abrar Morshed, Abdulla Al Shihab, Md Abrar Jahin, Md Jaber Al Nahian, Md Murad Hossain Sarker, Md Sharjis Ibne Wadud, Mohammad Istiaq Uddin, Muntequa Imtiaz Siraji, Nafisa Anjum, Sumiya Rajjab Shristy, Tanvin Rahman, Mahmuda Khatun, Md Rubel Dewan, Mosaddeq Hossain, Razia Sultana, Ripel Chakma, Sonet Barua Emon, Towhidul Islam, Mohammad Arafat Hussain

Multimedia Tools and Applications. 2025 April; 10.1007/s11042-025-20802-5

Agri-FM+: a Self-Supervised Foundation Model for Agricultural Vision

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2025 January; 10.1109/CVPRW67362.2025.00548

Early Detection and Classification of Fruit Leaf Diseases Using an Ensemble Approach Based on Transfer Learning

Lecture Notes in Networks and Systems. 2025 January; 10.1007/978-981-97-8090-7_24

An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla

Tapotosh Ghosh, Md. Hasan Al Banna, Md. Jaber Al Nahian, Mohammed Nasir Uddin, M. Shamim Kaiser, Mufti Mahmud

Expert Systems with Applications. 2023 March; 10.1016/j.eswa.2022.119007

A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health From Social Media Big Data

Md. Hasan Al Banna, Tapotosh Ghosh, Md. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Kazi Abu Taher, Mohammad Shahadat Hossain, Karl Andersson

IEEE Access. 2023 January; 10.1109/ACCESS.2023.3293857

VC-IDS: An Ensemble Learning Method based on Voting Classifier for Intrusion Detection System using Machine Learning Algorithms

2023 International Conference on Information and Communication Technology for Sustainable Development Icict4sd 2023 Proceedings. 2023 January; 10.1109/ICICT4SD59951.2023.10303594

Using Ensemble Approaches and Different Sampling Techniques to Handle Class Imbalance Challenges in Coronary Heart Disease Prediction

2023 International Conference on Information and Communication Technology for Sustainable Development Icict4sd 2023 Proceedings. 2023 January; 10.1109/ICICT4SD59951.2023.10303421

An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla

Expert Systems with Applications. 2023 January; 10.1016/j.eswa.2022.119007

Detection of Diabetes Using 1D Convolutional Neural Network from Short Time PPG Signal

2023 International Conference on Information and Communication Technology for Sustainable Development Icict4sd 2023 Proceedings. 2023 January; 10.1109/ICICT4SD59951.2023.10303575

A Hybrid Deep Learning Approach to Detect Bangla Social Media Hate Speech

Tapotosh Ghosh, Ashraf Alam Khan Chowdhury, Md. Hasan Al Banna, Md. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud

2022 January; 10.1007/978-981-19-2445-3_50

A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images

Tapotosh Ghosh, Md. Hasan Al Banna, Md. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Shaobao Li, Nelishia Pillay

2022 January; 10.1007/978-3-031-24801-6_20

Contactless Fall Detection for the Elderly

M. Jaber Al Nahian, Mehedi Hasan Raju, Zarin Tasnim, Mufti Mahmud, Md Atiqur Rahman Ahad, M Shamim Kaiser

Contactless Human Activity Analysis. 2021 March; 10.1007/978-3-030-68590-4_8

Social Group Optimized Machine-Learning Based Elderly Fall detection Approach Using Interdisciplinary Time-Series Features

2021 International Conference on Information and Communication Technology for Sustainable Development Icict4sd 2021 Proceedings. 2021 January; 10.1109/ICICT4SD50815.2021.9396919

Contactless Fall Detection for the Elderly

Intelligent Systems Reference Library. 2021 January; 10.1007/978-3-030-68590-4_8

Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction

IEEE Access. 2021 January; 10.1109/ACCESS.2021.3071400

Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features

Md. Jaber Al Nahian, Tapotosh Ghosh, Md. Hasan Al Banna, Mohammed A. Aseeri, Mohammed Nasir Uddin, Muhammad Raisuddin Ahmed, Mufti Mahmud, M. Shamim Kaiser

IEEE Access. 2021 January; 10.1109/ACCESS.2021.3056441

Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction

Md. Hasan Al Banna, Tapotosh Ghosh, Md. Jaber Al Nahian, Kazi Abu Taher, M. Shamim Kaiser, Mufti Mahmud, Mohammad Shahadat Hossain, Karl Andersson

IEEE Access. 2021 January; 10.1109/ACCESS.2021.3071400

An Attention-Based Mood Controlling Framework for Social Media Users

Tapotosh Ghosh, Md. Hasan Al Banna, Tazkia Mim Angona, Md. Jaber Al Nahian, Mohammed Nasir Uddin, M. Shamim Kaiser, Mufti Mahmud

2021 January; 10.1007/978-3-030-86993-9_23

Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder

M. Jaber Al Nahian, Tapotosh Ghosh, Mohammed Nasir Uddin, Md. Maynul Islam, Mufti Mahmud, M. Shamim Kaiser

2020 January; 10.1007/978-3-030-59277-6_25

Camera Model Identification using Deep CNN and Transfer Learning Approach

2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST). 2019 January; 10.1109/icrest.2019.8644194

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