List of Publications
Book, Journals and Conference Proceedings
Book
Noor Hasmiza Harun, Naszariah Mohd Noor & Mohd Zubir Suboh (2018). Pysiological Measurement and Maintenance of Medical Devices: Laboratory Workbook. Universiti Kuala Lumpur Publishing. ISBN: 978-967-14749-8-3
Journals
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Mohd Zubir Suboh, Rosmina Jaafar,Nazrul Anuar Nayan, Noor Hasmiza Harun, Mohd Syawal Faizal Mohamad, Hamzaini Abdul Hamid (2023). TCTAP A-080 A Comprehensive Analysis on Severity of Stenosis Detection in Coronary Arteries Using Synchronized Electrocardiogram and Photoplethysmogram. J Am Coll Cardiol (Supplement), Vol. 81, No. 16, pp. 553. DOI:https://doi.org/10.1016/j.jacc.2023.03.109
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Mohd Zubir Suboh, Rosmina Jaafar,Nazrul Anuar Nayan, Noor Hasmiza Harun, Mohd Syawal Faizal Mohamad (2022). Analysis on Four Derivatives Waveforms of Photoplethysmogram (PPG) for Fiducial Point Detection. Frontiers in Public Health, Vol. 10, No. 920946, pp. 1-12. DOI: 10.3389/fpubh.2022.920946
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Nayan Nazrul Anuar, Jie Yi Choon, Suboh Mohd Zubir, Mazlan Nur-Fadhilah, Periyasamy Petrick, Abdul Rahim Muhammad Yusuf Zawir, Shah Shamsul Azhar (2022). COVID-19 Prediction With Machine Learning Technique From Extracted Features of Photoplethysmogram Morphology. Frontiers in Public Health, Vol. 10. No. 920849, pp. 1-11. DOI=10.3389/fpubh.2022.920849
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Mohd Zubir Suboh, Nazrul Anuar Nayan, Noraidatulakma Abdullah, Nurul Ain Mhd Yusof, Mariatul Akma Hamid, Azwa Shawani Kamalul Arinfin, Syakila Mohd Abd Daud, Mohd Arman Kamaruddin, Rosmina Jaafar, Rahman Jamal (2022). Cardiovascular Disease Prediction Among the Malaysian Cohort Participants Using Electrocardiogram. Computers, Materials & Continua, Vol.71, No.1, 2022, pp.1111-1132. DOI: 10.32604/cmc.2022.022123
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Hafifah Ab Hamid, Nazrul Anuar Nayan, Mohd Zubir Suboh, Nurin Izzati Mohamad Azizul, Mohamad Nazhan Mohd Nizar, Amilia Aminuddin, Saharuddin Ahmad, Mohd Shahrir Mohamed Said (2022). Hyperuricemia Prediction Using Photoplethysmogram and Arteriograph. Computers, Materials & Continua, Vol.71, No.1, 2022, pp.287-304, DOI: 10.32604/cmc.2022.021987
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Mohd Zubir Suboh, Rosmina Jaafar,Nazrul Anuar Nayan, Noor Hasmiza Harun (2020). Shannon Energy Application for Detection of ECG R-peak using Bandpass Filter and Stockwell Transform Methods. Advances in Electrical and Computer Engineering, 20(3), 41–48. DOI: 10.4316/aece.2020.03005
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Nazrul Anuar Nayan, Hafifah Ab Hamid, Mohd Zubir Suboh, Rosmina Jaafar, Noraidatulakma Abdullah, Nurul Ain Mhd Yusof, Mariatul Akma Hamid, Nur Farawahida Zubiri, Azwa Shawani Kamalul Arifin, Syakila Mohd Abd Daud, Mohd Arman Kamaruddin, Rahman A Jamal (2020). Cardiovascular Disease Prediction from Electrocardiogram by Using Machine Learning. International Journal of Online and Biomedical Engineering (iJOE), Vol. 16, No. 07, pp. 34. DOI: 10.3991/ijoe.v16i07.13569
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Mohd Zubir Suboh, Rosmina Jaafar,Nazrul Anuar Nayan, Noor Hasmiza Harun (2019). ECG-based Detection and Prediction Models of Sudden Cardiac Death: Current Performances and New Perspectives on Signal Processing Techniques. International. Journal of Online and Biomedical Engineering (iJOE), Vol 15, No. 15, December 2019, pp. 110-126. DOI: 10.3991/ijoe.v15i15.11688
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Mohd Azlan Abu, Syazwani Rosleesham, Mohd Zubir Suboh, Mohd Syazwan Md Yid, Zainudin Kornain, Nurul Fauzani Jamaluddin (2020). Classification of EMG signal for multiple hand gestures based on neural network. Indonesian Journal of Electrical Engineering and Computer Science, Vol. 17, No. 1, January 2020, pp. 256-263. DOI: 10.11591/ijeecs.v17.i1.pp256-263
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Mohd Zubir Suboh, Muhyi Yaakop, Mohd Shaiful Aziz Rashid Ali, Mohd Yusoff Mashor, Abdul Rahman Mohd Saad, Mohd Azlan Abu, Mohd Syazwan Md Yid, Aizat Faiz Ramli (2019). Portable Heart Valve Disease Screening Device using Electronic Stethoscope. Indonesian Journal of Electrical Engineering and Computer Science, Vol. 15, No. 1, July 2019, pp. 122-132. DOI: 10.11591/ijeecs.v15.i1.pp122-132.
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Mohd Zubir Suboh, Mohd Syazwan Md Yid, Muhyi Yaakob, Mohd Shaiful Aziz Rashid Ali (2014). Improving Classification Accuracy of Heart Sound Signals Using Hierarchical MLP Network. International Journal of Advanced Computer Science and Applications(IJACSA), Volume 5, Issue 1, pp. 24-31. DOI: 10.14569/ijacsa.2014.050104
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Mohd Azlan Abu, Siti Fatimah Nordin, Mohd Zubir Suboh, Mohd Syazwan Md Yid & Aizat Faiz Ramli (2018). Design and Development of Home Security Systems based on Internet of Things Via Favoriot Platform. International Journal of Applied Engineering Research, Volume 13, Number 2 (2018) pp. 1253-1260.
Conference Proceedings
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Azwani Awang, Nazrul Anuar Nayan, Nik Ruzyanei Nik Jaafar, Mohd Zubir Suboh, Khairul Anuar A Rahman, Siti Nor Ashikin Ismail. (2022). Machine Learning Approach on Photoplethysmogram Morphology for Psychiatric Disorders Prediction. 2022 5th International Conference on Communications, Signal Processing, and their Applications (ICCSPA), Cairo, Egypt, 2022, pp. 1-10, DOI:10.1109/ICCSPA55860.2022.10019188.
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Hafifah Ab Hamid, Nazrul Anuar Nayan, Mohd Zubir Suboh, Amalia Aminuddin (2020). Second Derivatives of Photoplethysmogram for Hyperuricemia Classification using Artificial Neural Network. 2020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), pp. 494–498, 9398786. DOI: 10.1109/IECBES48179.2021.9398786
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Nazrul Anuar Nayan, Hafifah Ab Hamid, Mohd Zubir Suboh, Nurliyana Muhammad Aminaldin, Nurin Izzati Mohamad Azizul, Mohamad Nazhan Mohd Nizar (2021). Machine learning application for classifying serum uric acid level with photoplethysmogram. 2020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), pp. 522–527, 9398763. DOI: 10.1109/IECBES48179.2021.9398763
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Mohd Syazwan Md Yid, Mohd Zubir Suboh, Mohd Azlan Abu, Muhyi Yaakop, Izwan Aref Abd Malik, Hazwani Azharm(2018). Development of Wireless Arm Switch EMG Control System for Rehabilitation. AIP Conference Proceedings 2129, 020118:1-9. DOI: 10.1063/1.5118126
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Mohd Zubir Suboh, Muhyi Yaakop, Mohd Syazwan Md Yid, Mohd Azlan Abu, Imran Mohammad Sofi (2017). Heart Valve Disease Screening System - PC Based. Proc. of the International Conference on Engineering Technologies and Technopreneurship (ICE2T 2017). DOI: 10.1109/ice2t.2017.8215968
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Mohd Azlan Abu, Muhamad Farhan Mohamad Jalil, Aizat Faiz Ramli, Hafiz Basarudin, Mohamad Ismail Sulaiman, Mohd Zubir Suboh & Fairuz Izzudin Romli (2017). Smart Parking Systems by using ESPresso Lite 2.0. Proc. of the International Conference on Engineering Technologies and Technopreneurship (ICE2T 2017). DOI: 10.1109/ice2t.2017.8215970
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Muhyi Yaakob, Izwan Arief Adul Malik, Mohd Zubir Suboh Aizat Faiz Ramli & Mohd Azlan Abu (2017). Bluetooth 5.0 throughput comparison for internet of thing usability a survey. Proc. of the International Conference on Engineering Technologies and Technopreneurship (ICE2T 2017). DOI: 10.1109/ice2t.2017.8215995
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Mohd Zubir Suboh, Muhammad Naufal Mansor, Ahmad Kadri Junoh, Wan Suhana Wan Daud, Wan Zuki Azman Wan Muhamad, Azrini Idris (2015). A robust correlation method to detect heterogeneous heart valve symptoms. AIP Conference Proceedings 1660, 090053 (2015). DOI: 10.1063/1.4926642
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Mohd Zubir Suboh, Muhyi Yaakop, Mohd Syazwan Md Yid & Mohammad Hendra Che Morad (2014). Segmentation of Heart Sound Signals into Cycles based on Peak Intervals Pattern. 4th International Conference on Engineering Technology and Technopreneuship (ICE2T). DOI: 10.1109/ice2t.2014.7006266
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Hadi H.M., Mashor M.Y., Suboh M.Z., & Mohamed M. S. Classification of heart sound signal based on S-Transform and neural network. 10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010, pp. 189-192. DOI: 10.1109/isspa.2010.5605543
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Suboh M.Z., Mashor M.Y., Saad A.R.M. & Mohamed M.S. (2008). Classification of heart valve diseases using correlation analysis. 5th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2008, Mexico, pp. 173-176. DOI: 10.1109/ICEEE.2008.4723402