Health Informatics Research Lab-HIRL

18/12/2025

Alhamdulillah!
By the grace of Almighty Allah (SWT), we are delighted to share that our research paper has been published for the first time in the prestigious Journal of IEEE Transactions on Artificial Intelligence. This marks a significant milestone for the Health Informatics Research Lab-HIRL (HIRL) and the Department of Computer Science & Engineering, DIU, Daffodil International University.
We sincerely acknowledge the invaluable contributions of Touhid Bhuiyan Sir (Professor, Washington University of Science and Technology - WUST University), our dedicated HIRL member and alumni Rko Shahed Hossain Khan (Founder & CEO of SkillChefs), Anika Tasnim Ritu (Department of Electrical and Electronic Engineering, Bangladesh Army University of Engineering & Technology), and all co-authors of this work.
Our heartfelt gratitude goes to Sheak Rashed Haider Noori Sir for his continuous inspiration, guidance, and support throughout this research journey.

📄 Paper Title:
Interpretable CNN-LSTM Framework for Multiclass Neuromuscular Disorder Classification Using Clinically Relevant EMG Features (https://ieeexplore.ieee.org/abstract/document/11275700)

This achievement reflects our collective commitment to advancing AI-driven healthcare research and clinically meaningful intelligent systems.
Please keep us in your prayers as we continue our efforts toward impactful research and innovation.
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19/09/2025

🎉 Big Congratulations to Saiful Islam🎉
Saiful, a Research Assistant at the Health Informatics Research Lab-HIRL, Department of Computer Science & Engineering, DIU, of Daffodil International University has achieved something amazing!
🎓 Right after completing his Bachelor's degree, Saiful received fully funded scholarship offers:
M.Sc in Data Science Program, Sapienza University of Rome
Shakil's dedication, academic excellence, and research contributions have paved the way for this outstanding success. We are proud to see our lab members reaching new heights globally.
Congratulations Saiful! Your journey is an inspiration to all aspiring researchers.

19/08/2025

🎉 Congratulations to Our Dean’s List Awardees! 🎉

The Health Informatics Research Lab (HIRL) proudly recognizes and celebrates the outstanding achievements of our students who have earned a place on the Dean’s List for Fall 2024 and Spring 2025 under the Faculty of Science and Information Technology (FSIT), Daffodil International University. 🌟

This honor is a reflection of your dedication, academic excellence, and commitment to advancing knowledge. We are delighted that your accomplishments are being acknowledged at the Dean’s List Award Ceremony.

We are confident that this milestone is only the beginning, and we look forward to seeing you achieve even greater success in your academic and professional journeys. 🚀✨

25/06/2025

Alhamdulillah! Our another research paper, "Framework for enhanced respiratory disease identification with clinical handcrafted features" is now published and available for open access in the Computers in Biology and Medicine, Elsevier!
This accomplishment highlights the dedication of our students and faculty. Heartfelt thanks to all the authors for their hard work in the Health Informatics Research Lab-HIRL Department of Computer Science & Engineering, DIU, at Daffodil International University. Thanks to all the authors for their outstanding efforts.
Check out the full article here:

18/06/2025

🎉 Big Congratulations to Rashik Shahriar Akash! 🎉

Rashik, a Research Assistant at the HHealth Informatics Research Lab-HIRL DDepartment of Computer Science & Engineering, DIUof DDaffodil International University has achieved something amazing!

🎓 Right after completing his Bachelor's degree, Rashik received two fully funded scholarship offers:

1. Ph.D. in Computer Science at Kennesaw State University, Georgia, USA🇺🇸
2. Erasmus Mundus Joint Master’s in Communications Engineering and Data Science (CODAS), CODAS Premium Scholarship, Europe 🇪🇺

Rashik's dedication, academic excellence, and research contributions have paved the way for this outstanding success. We are proud to see our lab members reaching new heights globally.

Congratulations Rashik! Your journey is an inspiration to all aspiring researchers.

21/05/2025

19/05/2025

📊 DIU Micro-Credentials Course: Applied Data Analytics Masterclass: Skyrocket Your Career in Data! 📊

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✅ Master data wrangling, visualization, and predictive modeling with real-world datasets.
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🚀 What You’ll Achieve:
⭐ Develop ML models for classification, regression, and forecasting.
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⭐ Unlock roles like Data Scientist, BI Analyst, or ML Engineer.

🗓 At a Glance:
📅 Starts: May 25, 2025
⏳ Duration: 40 Hours (2 classes/week)
🌐 Mode: Blended (Online Lectures + Live Labs + Projects)
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17/05/2025

🎉Congratulations, Samyo Acharja! 🎉
We are delighted to announce that Samyo Acharja esteemed Research Member of the Health Informatics Research Lab-HIRL Department of Computer Science & Engineering, DIU at Daffodil International University, has been awarded fully funded scholarships to pursue his PhD in Computer Science at Marquette University, USA! 🌟
Your dedication, hard work, and unwavering commitment to excellence have brought you to this incredible milestone. This achievement is a reflection of your passion for advancing computer science.

We wish you the best as you embark on this exciting new chapter of your academic journey. 🚀✨

The HIR Lab at DIU is immensely proud of your accomplishments and will continue to support you as you shine on the global stage.

15/05/2025

Alhamdulillah! Our other collaborative research paper, "OBoctNet: Enhancing Ophthalmic Biomarker Detection Through Active Learning and Explainable AI in Radiological Analysis" is now published and available for open access in the Congnitive Computation Journal, Springer!
This accomplishment highlights the dedication of our students and faculty. Heartfelt thanks to all the authors for their hard work in the Health Informatics Research Lab-HIRL Department of Computer Science & Engineering, DIU at Daffodil International University. Thanks to all the authors for their outstanding efforts.
Check out the full article here:

Optical coherence tomography (OCT) scanning is crucial for the diagnosis of widespread ophthalmic diseases. Traditionally, experts manually identify diseases and biomarkers from OCT scans. Recently, modern medical imaging practices have increasingly utilized deep learning techniques to speed up and....

25/04/2025

21/04/2025

Join us for an insightful session hosted by the Health Informatics Research Lab (HIRL) on the exciting topic:
"AI-Empowered Wearable and Portable Devices for Diagnosing and Monitoring Complex Diseases."

This seminar will also provide valuable guidance on Higher Study Opportunities in Australia, making it a must-attend for students and researchers interested in international academic and research pathways.

🎤 Keynote Speaker:
Dr. Mohammad Ali Moni

Professor, Washington University of Science and Technology (WUST)

Director, AI & Digital Health Technology Centre, Charles Sturt University

📅 Date: Tuesday, April 22, 2025
🕒 Time: 11:00 AM – 12:00 PM
📍 Venue: Kazi Nazrul Eduplex, 4th Floor, Library, Daffodil Smart City (DSC)

Don’t miss this opportunity to gain expert insights and explore new horizons in AI, healthcare, and higher education!