صفحة
MIHIS Research Group
Research Group for Machine Intelligence in Healthcare and Information and Security
Research Interest
1. Machine Intelligence for Information Security:
- Deep Learning in Biometrics
- Biometrics: Heart (ECG/PPG), Brain (EEG), Fingerprint
- Quantum Biometrics
- Liveness Detection, Presentation Attack Detection
- Multimodal Fusion
- Cryptographic Key Generation from Biometrics
- Biometric Encryption and watermarking
- Biometrics based Digital Signature and Currency
2. Machine Intelligence for Healthcare:
- Deep Learning for ECG/PPG/EEG Signal Analysis and Classification
- Arrhythmia Detection
- Atrial Fibrillation Detection and Screening
- Health informatics
Team members
1. Members
- Dr. Md Saiful Islam, Associate Professor, Department of Computer Science - Lead
- Dr. Saad Al-Ahamadi, Associate Professor, Department of Computer Science
- Dr. M Abdullah-Al-Wadud, Associate Professor, Department of Software Engineering
- Dr. Rami M. Jomma, Researcher
2. International Collaborators
- Dr. Ashad Kabir, Senior Lecturer, Charles Sturt University, Australia
- Dr. Md. Abdul Awal, Professor, Electronics and Communication Engineering Discipline, Khulna University, Bangladesh
4. Research Students
- Dalal Alduwaila
- Mona Alsaleem
- Hend Alshaya
- Awabed Aljibreen
- Malak Almarshad
- Manal Alrawis
Funded Projects
- Machine-Learning Techniques and their Applications to Healthcare, Security, and Analytics, Deanship of Scientific Research, King Saud University, Role: PI, Project ID: RG-1441-394, SAR 150000, Status: Running
- Enhancing Security of Fingerprint Biometrics with Heartbeat Signal for Unattended Applications, Funding: National Science, Technology and Innovation Plan (NSTIP project funded by KACST), Role: Co-PI, Project ID 13-INF2168-02-R, SAR 599960, Status: Running
Selected Publications
- N. Hasan, M.S. Islam, W. Chen, M.A. Kabir, S. Al-Ahmadi, “Encryption Based Image Watermarking Algorithm in 2DWT-DCT Domains”, Sensors 2021, 21, 5540. https://doi.org/10.3390/s21165540
- D.A. AlDuwaile, M.S. Islam, "Using Convolutional Neural Network and a Single Heartbeat for ECG Biometric Recognition", Entropy 23 (6), 2021.
- R. Kushol, M.H. Kabir, M. Abdullah-Al-Wadud, M.S. Islam, “Retinal Blood Vessel Segmentation from Fundus Image Using an Efficient Multiscale Directional Representation Technique Bendlets”, Mathematical Biosciences and Engineering, 17(6) 2020.
- R.M. Jomaa, H. Mathkour, Y. Bazi, M.S. Islam, “End-to-End Deep Learning Fusion of Fingerprint and Electrocardiogram Signals for Presentation Attack Detection”, Sensors, 20(7), 2020.
- R.U. Haque, M.F. Mridha, M.A. Hamid, M. Abdullah-Al-Wadud, M. S. Islam, “Bengali Stop Word and Phrase Detection Mechanism”. Arab J Sci Eng 45, pp. 3355–3368, 2020.
- SK Saha, SM Islam, M Abdullah-AL-Wadud, and M.S. Islam, “Multiomics Analysis Reveals that GLS and GLS2 Differentially Modulate the Clinical Outcomes of Cancer”, Journal of clinical medicine, 8(3), 2019