ExploringFeatured
Computational Neuroimaging & Neuroscience
Exploring machine learning and computational modeling for neuroimaging and neuroscience, with an interest in understanding neural representations underlying cognition and emotion.
Md. Mehedi Hasan
AI × Healthcare × Neuroimaging × Research
Research
Research directions
ActiveFeatured
Healthcare AI & Medical Imaging
Developing machine learning and deep learning methods for medical image analysis, clinical decision support, and explainable healthcare AI.
ActiveFeatured
Bioinformatics & Graph-Based Learning
Graph and transformer architectures applied to biological interaction data. Evidenced by X-GNN, published at IEEE ICECTE 2026, on human protein–protein interaction prediction.
ActiveFeatured
Explainable AI
Making model decisions inspectable, which is a precondition for clinical use rather than an add-on. Evidenced by Grad-CAM in NeuroVision AI and RetinaVision AI, SHAP in the Parkinson's work, and "Explainable" in the title of the published paper.
Research methods
Methods I work with
Problem
- Problem Formulation
- Research Question
- Use-case Analysis
- Stakeholder / Domain Analysis
- Literature Review
- Research Gap Identification
Technical stack
Languages, frameworks and tools
AI / ML
- PyTorch
- Scikit-learn
- NumPy
- Pandas
- Matplotlib
Data
- MySQL
- PostgreSQL
- MS SQL Server
- Firebase
- Supabase
Engineering
- Python
- SQL
- C++
- Java
- JavaScript
Tools
- Docker
- Linux
- Google Colab
- Kaggle
- Anaconda
Projects
Selected projects
Medical AI / Medical ImagingFeaturedAug 2026
Cardio Vision AI
Multimodal Cardiovascular AI for Echocardiography, CCTA, and ECG
- Python
- PyTorch
- FastAPI
- +11 more
- Python
- PyTorch
- EfficientNet-B0
- +5 more
- Python
- PyTorch
- ResNet50
- +5 more
Experience
Research and engineering roles
Jan 2026 – PresentCurrent
Research Assistant
Advanced Machine Intelligence Research Lab (AMIRL) (opens in a new tab)
Education
Degrees
Jan 2022 – Dec 2025
Bachelor of Science in Engineering — Computer Science and Engineering
Bangladesh University of Business and Technology (BUBT)
CGPA3.82 / 4.00Jul 2018 – Mar 2020
Higher Secondary Certificate (H.S.C.)
Begum Sheikh Fazilatun Nessa Mujib Govt. College
GPA4.00 / 5.00Gatherings
Conferences, workshops and research events
Image 1 of 2
4 July 2026MeetingCommittee Member
IEEE Photonics Society Bangladesh Chapter Executive Committee Meeting
IEEE Photonics Society Bangladesh Chapter · Sky Lounge, Mirpur-1,Dhaka,Bangladesh
A productive evening with brilliant minds at the IEEE Photonics Society Bangladesh Chapter Executive Committee Meeting. The meeting brought…
Publications
Peer-reviewed work
Published2026
X-GNN: An Explainable Ensemble Graph–Transformer Framework for Human Protein–Protein Interaction Prediction
“X-GNN: An Explainable Ensemble Graph–Transformer Framework for Human Protein–Protein Interaction Prediction”, 2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), 2026.
Leadership & engagement
Roles and service
Apr 2026
Accommodation Chair & Session Moderator
Feb 2026 – PresentCurrent
Chief
IEEE Computer Society Bangladesh Chapter Team SPARK (opens in a new tab)
Jan 2024 – Dec 2025
Mentor
IEEE Computer Society Bangladesh Chapter
Recognition
Awards and honours
Oct 2025Scholarship
IEEE Computer Society Richard E. Merwin Student Scholarship 2025, Spring Cycle
Recipient
Get in touch
Open to research collaborations, PhD and MSc supervision enquiries, and applied AI work in healthcare.