Projects per year
Personal profile
Research interests
Sami Azam is currently a senior lecturer and researcher with the College of Engineering and IT, Charles Darwin University, Australia. His research expertise includes machine learning, artificial intelligence, deep learning, advanced signal processing and image analysis. Applications include the classification, detection and modelling of a bio signals, such as electroencephalogram (EEG), electrocardiogram (ECG), and acceleration plethysmogram (APG) as well as medical image analysis for skin cancer detection, breast cancer detection and early diagnosis of diabetic and cardiovascular disease. He has also applied machine learning and other artificial intelligence techniques to detect and classify a range of cyber security threats.
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Network
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2021 Rainmaker Start-up: ARC Industry Transformation Training Centre - Advanced Manufacturing
Krishnan, K., Elumalai, N. K., Thennadil, S., Shanmugam, B., Azam, S. & Yeo, C.
7/10/21 → 31/01/23
Project: Research
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Cyber Territory Skills Hub
schwellnus, T., Alazab, M., Azam, S., Shanmugam, B., Thomson, S. & Hamilton, M.
8/03/23 → 14/08/25
Project: Research
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Rainmaker Start-up: Creating a permanent and verifiable digital identity using block chain technology
Shanmugam, B., Azam, S. & Mathur, D.
4/10/19 → 30/11/20
Project: Research
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A Lightweight Robust Deep Learning Model Gained High Accuracy in Classifying a Wide Range of Diabetic Retinopathy Images
Raiaan, M. A. K., Fatema, K., Khan, I. U., Azam, S., Rashid, M. R. U., Mukta, M. S. H., Jonkman, M. & De Boer, F., 2023, (Accepted/In press) In: IEEE Access. p. 1 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
AlzheimerNet: An Effective Deep Learning Based Proposition for Alzheimer's Disease Stages Classification From Functional Brain Changes in Magnetic Resonance Images
Shamrat, F. M. J. M., Akter, S., Azam, S., Karim, A., Ghosh, P., Tasnim, Z., Hasib, K. M., De Boer, F. & Ahmed, K., 2023, In: IEEE Access. 11, p. 16376-16395 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
A machine learning approach for risk factors analysis and survival prediction of Heart Failure patients
Ali, M. M., Al-Doori, V. S., Mirzah, N., Hemu, A. A., Mahmud, I., Azam, S., Al-tabatabaie, K. F., Ahmed, K., Bui, F. M. & Moni, M. A., Nov 2023, In: Healthcare Analytics. 3, p. 1-12 12 p., 100182.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Analysis of Diabetic Retinopathy (DR) Based on the Deep Learning
Fayyaz, A. M., Sharif, M. I., Azam, S., Karim, A. & El-Den, J., Jan 2023, In: Information (Switzerland). 14, 1, p. 1-14 14 p., 30.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Automated Detection of Broncho-Arterial Pairs Using CT Scans Employing Different Approaches to Classify Lung Diseases
Azam, S., Rakibul Haque Rafid, A. K. M., Montaha, S., Karim, A., Jonkman, M. & De Boer, F., 5 Jan 2023, In: Biomedicines. 11, 1, p. 1-30 30 p., 133.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Downloads (Pure)
Thesis
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Detection of binaural processing in the human brain
Author: Azam, S., 2016Supervisor: De Boer, F. (Supervisor) & Jonkman, M. (Supervisor)
Student thesis: Doctor of Philosophy (PhD) - CDU
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