Health Informatics Research Lab-HIRL

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Health Informatics Research Lab (HIRL) is a research-focused lab at Daffodil International University, working on AI in healthcare, data science, and innovation.

On the joyous occasion of Eid-ul-Adha, the Health Informatics Research Lab-HIRL extends heartfelt greetings and warm wi...
27/05/2026

On the joyous occasion of Eid-ul-Adha, the Health Informatics Research Lab-HIRL extends heartfelt greetings and warm wishes to everyone. 🌙✨

May this sacred festival of sacrifice, faith, and compassion inspire us to embrace the values of humanity, gratitude, and togetherness in both our personal and professional lives.

As we celebrate Eid-ul-Adha, may our journeys be filled with peace, happiness, prosperity, and meaningful achievements. May this blessed occasion strengthen the bonds within our academic and research community and encourage us to continue striving for knowledge, innovation, and excellence.

Eid Mubarak to all respected faculty members, researchers, students, collaborators, and well-wishers of HIRL. Wishing you and your families a joyful, peaceful, and blessed Eid-ul-Adha. 🤍

The Health Informatics Research Lab-HIRL proudly organized a recognition and certificate awarding ceremony for the succe...
21/05/2026

The Health Informatics Research Lab-HIRL proudly organized a recognition and certificate awarding ceremony for the successful participants of the “Computer Vision” and “PythonX” Bootcamps.

Certificates were awarded to students who successfully completed the programs, while outstanding performers were specially recognized with gifts for their dedication, hard work, and exceptional performance throughout the bootcamp journey.

The event was honored by the presence of:

Dr. Sheak Rashed Haider Noori
Professor & Head, Department of CSE
Daffodil International University, Dhaka

Dr. Md Zahid Hasan
Associate Professor & Director, HIRL
Convener, Research Coordinators Committee – CSE
Daffodil International University, Dhaka

along with other respected faculty members of the Department of CSE, Daffodil International University.

Their inspiring words and continuous encouragement motivated students to pursue innovation, research excellence, and skill development in the fields of technology and artificial intelligence.

Congratulations to all participants and achievers for their remarkable accomplishments. Wishing everyone continued success in their future learning, research, and professional journey. 🚀

Successfully concluded Day–3 and the final session of the “Foundations of Research: A 3-Day Workshop for Research Assist...
21/05/2026

Successfully concluded Day–3 and the final session of the “Foundations of Research: A 3-Day Workshop for Research Assistants” organized by the Health Informatics Research Lab-HIRL under the Department of Computer Science & Engineering, DIU.

The final session, “From Implementation to Research Paper Writing,” focused on transforming research ideas and project implementations into well-structured academic publications. Participants gained valuable insights into research documentation, paper structuring, writing strategies, and the overall publication process.

The session was conducted by
Md. Assaduzzaman Sir
Assistant Professor, Department of CSE
Member, Research Coordinators Committee
Daffodil International University.

His practical guidance and research-oriented discussion provided participants with a clear understanding of bridging the gap between implementation and impactful research publication.

With the successful completion of all three sessions, the workshop has created an inspiring platform for aspiring researchers to strengthen their foundations in academic research, methodology development, and scholarly writing.

We extend our sincere appreciation to all respected speakers, faculty members, organizers, and participants for making this workshop impactful, engaging, and successful.

Another insightful and engaging session successfully completed at the “Foundations of Research: A 3-Day Workshop for Res...
14/05/2026

Another insightful and engaging session successfully completed at the “Foundations of Research: A 3-Day Workshop for Research Assistants” organized by the Health Informatics Research Lab-HIRL.

Day 2 of the workshop focused on “Research Methodology Development,” where participants gained valuable knowledge on designing effective research methodologies, structuring research workflows, and understanding essential practices for conducting quality academic research.

The session was conducted by
Md. Hasan Imam Bijoy Sir
Lecturer, Daffodil International University, Dhaka, and
Research Assistant at MINDS Group, Purdue University, USA.

His practical insights, research experiences, and interactive discussions provided participants with a deeper understanding of modern research practices and methodology development.

The workshop continues to inspire aspiring researchers by creating a collaborative learning environment focused on academic excellence, innovation, and research growth.

We extend our heartfelt appreciation to all participants for their active engagement and enthusiasm throughout the session, which made Day 2 both interactive and impactful.

Looking forward to the final session and continuing this inspiring journey of research and innovation.

Celebrating Research, Innovation, and Achievement ✨The Health Informatics Research Lab-HIRL proudly organized the “Datas...
13/05/2026

Celebrating Research, Innovation, and Achievement ✨

The Health Informatics Research Lab-HIRL proudly organized the “Dataset Publication Recognition Ceremony” to celebrate the successful publication of multiple research datasets by our talented students on Figshare.

A total of 7 datasets have been successfully published, reflecting the dedication, research excellence, and collaborative efforts of our students and mentors in advancing open research and data-driven innovation.
The ceremony honored the student authors for their remarkable contributions while also acknowledging the continuous guidance and inspiration provided by our respected faculty members.

We were deeply honored by the gracious presence of:
Professor Dr. Md. Fokhray Hossain Sir
Dean & Professor, Faculty of Science and Information Technology
Daffodil International University

Dr. Sheak Rashed Haider Noori Sir
Professor & Head, Department of CSE
Daffodil International University

Dr. Md Zahid Hasan Sir
Associate Professor & Director, Health Informatics Research Lab (HIRL)

Their encouragement and support continue to inspire young researchers toward impactful academic and research contributions.

đź“Ś Published Datasets:
🔹 KUB-StoneX — Kidney-Ureter-Bladder X-ray Dataset with Expert Stone Segmentations & Radiomic Features
🔹 DentIRO — Multi-Class Single-Tooth Intraoral Radiograph Dataset for Automated Dental Diagnosis
🔹 FD3611 — Multi-Class Color Fundus Image Dataset for Retinal Disease Classification
🔹 SSMCH-ECG — Validated 12-Lead Paper-Based ECG Image Dataset for Cardiac Abnormality Detection
🔹 OrthoFrac-XR — Multimodal High-Resolution X-ray Dataset for Bone Fracture Detection & Localization
🔹 BDCXR-3257 — Chest Radiography Dataset with Multi-Etiological Pneumonia Labels
🔹 TriHemo-MCV — Hemoglobin-MCV-Based Tri-Class Dataset for Anemia & Compensated Microcytosis

đź”— Explore all published datasets here:
https://hirl.daffodilvarsity.edu.bd/dataset/

Congratulations to all student researchers and mentors on this significant achievement. Here’s to many more milestones in research and innovation ahead! 🚀

A remarkable beginning to the “Foundations of Research: A 3-Day Workshop for Research Assistants”, organized by the DIU ...
13/05/2026

A remarkable beginning to the “Foundations of Research: A 3-Day Workshop for Research Assistants”, organized by the DIU Health Informatics Research Lab (HIRL). ✨

Day 1 of the workshop featured an insightful session on “Introduction to Research Paper, Domain Selection & Literature Searching,” where participants explored the fundamentals of academic research, effective literature search techniques, and strategies for identifying impactful research domains.

The session was moderated by Dr. Md. Zahid Hasan, Associate Professor & Director, HIRL, and Convener, Research Coordinators Committee, Department of CSE.

The session was conducted by Md. Mizanur Rahman, Lecturer (Senior Scale), Department of CSE, and Member, Research Coordinators Committee. His valuable insights, practical guidance, and engaging discussions made the session highly informative, interactive, and inspiring for all participants.

We extend our sincere appreciation to the respected speakers and participants for their enthusiastic participation and active engagement in making the session a great success.

Looking forward to the upcoming sessions and an inspiring journey of learning, research, and innovation ahead.

Alhamdulillah! 🌸We are grateful to share our latest research publication titled:📄 “A Decision Support System for Ovarian...
08/05/2026

Alhamdulillah! 🌸

We are grateful to share our latest research publication titled:

📄 “A Decision Support System for Ovarian Cancer Classification Using Clinical Features from Ultrasound Imaging”

Ovarian cancer remains one of the most challenging cancers for women, where early and accurate diagnosis can make a life-changing difference. In this work, we proposed an automated Decision Support System (DSS) that helps classify ovarian tumors into normal, abnormal, benign, and malignant categories using ultrasound imaging and machine learning techniques.

✨ Our proposed system achieved an outstanding classification accuracy of 97.92%, showing promising potential to support healthcare professionals in faster and more reliable clinical decision-making.

This research highlights:
🔹 Clinical feature extraction from ultrasound images
🔹 Intelligent regional mapping techniques
🔹 Machine learning–based classification
🔹 Improved diagnostic support for ovarian tumor analysis

We sincerely thank everyone who supported and inspired us throughout this journey. May this work contribute positively to the healthcare and research community. 🤍

đź“– Read the full paper here:
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11506353

🎉 Heartfelt Congratulations to Mst. Sazia Tahosin! 🎉We’re delighted to share that Mst. Sazia Tahosin, a proud Research A...
06/05/2026

🎉 Heartfelt Congratulations to Mst. Sazia Tahosin! 🎉

We’re delighted to share that Mst. Sazia Tahosin, a proud Research Associate of Health Informatics Research Lab-HIRL, Department of Computer Science & Engineering, DIU, Daffodil International University, has been awarded a fully funded Master of Research (MRes) scholarship in Computer Science at the University of Southern Queensland, Australia 🇦🇺. She has received the prestigious UniSQ International Stipend Research Scholarship along with the UniSQ International Fees Research Scholarship, recognizing her academic excellence and strong research potential.

Sazia’s achievement reflects her dedication, perseverance, and passion for advancing in the field of Computer Science. Securing such a competitive, fully funded research opportunity is a significant milestone and a testament to her commitment to academic and research excellence.

This success is also a proud moment for the Health Informatics Research Lab-HIRL and Department of Computer Science & Engineering, DIU, highlighting how a strong research culture and continuous mentorship can empower students to reach global academic platforms.

✨ Congratulations, Sazia! Wishing you a successful and inspiring journey ahead, may your research bring impactful contributions and continued growth in your academic career.

🎉 Welcoming Our New Research Assistants | HIRL 2026Congratulations and a warm welcome to our newly appointed Research As...
22/04/2026

🎉 Welcoming Our New Research Assistants | HIRL 2026
Congratulations and a warm welcome to our newly appointed Research Assistants at Health Informatics Research Lab-HIRL . Your dedication, potential, and passion for research have clearly distinguished you throughout the selection process.
Following the appointments, we held a collaborative session with the entire lab and our new RAs to align our vision, discuss future plans, and outline the key initiatives for the year ahead.
With fresh perspectives and a shared commitment to excellence, we look forward to a meaningful journey of innovation, continuous learning, and impactful research.

📢 RA Viva Completed – Slot A | HIRL 2026The Slot A viva session for the Research Assistant (RA) position at the Health I...
21/04/2026

📢 RA Viva Completed – Slot A | HIRL 2026

The Slot A viva session for the Research Assistant (RA) position at the Health Informatics Research Lab-HIRL, Daffodil International University (DIU), has been successfully concluded.

We were pleased to observe a strong level of enthusiasm and research orientation among the candidates, who showcased their competencies in technical knowledge, analytical thinking, and communication skills.

đź‘Ź We extend our sincere thanks to all participants for their dedication and effort. Our heartfelt appreciation also goes to the respected evaluators for their time, professionalism, and valuable assessments.

đź“Ś Shortlisted candidates will be contacted shortly regarding the next stages of the selection process.

20/04/2026

Alhamdulillah! Our another research paper, "An Integrated Meta-Learning and Explainable Analytics Approach for Clinical Thyroid Disease Classification" is now published and available for open access in the Healthcare Analytics Journal, Elsevier!
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:

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CSE, Daffodil International University
Dhaka
1243

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+8801672580748

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