Projects per year
Personal profile
Research interests
My main research interest is the detection of abnormalities in biosignals. Processing methods include time-frequency analysis, wavelet analysis, mathematical modelling and various forms of artificial intelligence, including machine learning techniques and neural networks. Applications include electroencephalogram (EEG) signals for binaural hearing research, acceleration photoplethysmogram (APG) and electrocardiogram (ECG) signals for heat stress detection and detection and prediction of breast cancer, cardiovascular disease, otitis media and lung disease using various forms of artificial intelligence.
Current PhD opportunities include detection or prediction of cardiovascular disease, breast cancer, otitis media and lung disease using machine learning techniques. For further information about research activities and facilities, refer to the information of the Biomedical Engineering and Health Informatics Research Group of CDU at https://www.cdu.edu.au/engineering-it-environment/engineering/research/biomedical-engineering.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Projects
- 3 Finished
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2021 Rainmaker Start-up: Application of AR (Augmented Reality) and VR (Virtual Reality) techniques in construction training in remote communities
Rajabipour, A. (Principal Investigator/Chief Investigator A), Kutay, C. (Co Investigator/Chief Investigator B), Ford, L. (Chief Investigator C), De Boer, F. (Chief Investigator D), Fudge, M. (Chief Investigator E), Russell, J. (Business Manager), Gallagher, C. (Co Investigator/Chief Investigator B) & Hromek, M. (Co Investigator/Chief Investigator B)
6/08/21 → 31/12/22
Project: Research
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Chair in Sustainable Engineering at Charles Darwin University
De Boer, F. (Principal Investigator/Chief Investigator A), Carthew, S. (Co Investigator/Chief Investigator B) & Young, D. (Co Investigator/Chief Investigator B)
25/06/12 → 31/07/23
Project: Research
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Machine Learning Diagnostics System for Bronchiectasis
Azam, S. (Principal Investigator/Chief Investigator A), De Boer, F. (Co Investigator/Chief Investigator B), Jonkman, M. (Chief Investigator C) & Karim, A. (Principal Investigator/Chief Investigator A)
1/07/22 → 31/12/23
Project: Research
Research output
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ECgMLP: A novel gated MLP model for enhanced endometrial cancer diagnosis
Sheakh, M. A., Azam, S., Tahosin, M. S., Karim, A., Montaha, S., Fahim, K. U., Shafiabady, N., Jonkman, M. & De Boer, F., Jan 2025, In: Computer Methods and Programs in Biomedicine Update. 7, p. 1-18 18 p., 100181.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Artificial Intelligence-driven Advancements in Otitis Media Diagnosis: A Systematic Review
Rony, M. A. H., Fatema, K., Raiaan, M. A. K., Hassan, M. M., Azam, S., Karim, A., Jonkman, M., Beissbarth, J., Boer, F. D., Islam, S. M. S. & Leach, A., 26 Jul 2024, In: IEEE Access. 12, p. 99282-99307 26 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile156 Downloads (Pure) -
Automated diagnosis of respiratory diseases from lung ultrasound videos ensuring XAI: an innovative hybrid model approach
Abian, A. I., Khan Raiaan, M. A., Karim, A., Azam, S., Fahad, N. M., Shafiabady, N., Yeo, K. C. & De Boer, F., Dec 2024, In: Frontiers in Computer Science. 6, p. 1-24 24 p., 1438126.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Methods for Detection and Measurement of Potential Broncho-Arterial Pairs in Chest Computed Tomography Scans of Children
Beeravolu, A., Azam, S., Jonkman, M., Brent Masters, I., Thomas, R. J., Chang, A. B., McCallum, G. B. & Boer, F. D., 11 Jan 2024, In: IEEE Access. 12, p. 4730-4744 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)87 Downloads (Pure) -
Methods to Measure the Broncho-Arterial Ratio and Wall Thickness in the Right Lower Lobe for Defining Radiographic Reversibility of Bronchiectasis
Beeravolu, A. R., Masters, I. B., Jonkman, M., Yeo, K. C., Prountzos, S., Thomas, R. J., Ignatious, E., Azam, S., McCallum, G. B., Alexopoulou, E., Chang, A. B. & Boer, F. D., Oct 2024, In: IEEE Access. 12, p. 152108-152121 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Downloads (Pure) -
Reimagining otitis media diagnosis: A fusion of nested U-Net segmentation with graph theory-inspired feature set
Azam, S., Hossain Rony, M. A., Raiaan, M. A. K., Fatema, K., Karim, A., Jonkman, M., Beissbarth, J., Leach, A. & De Boer, F., Sept 2024, In: Array. 23, p. 1-25 25 p., 100362.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
A Computer-Aided Diagnostic System to Identify Diabetic Retinopathy, Utilizing a Modified Compact Convolutional Transformer and Low-Resolution Images to Reduce Computation Time
Khan, I. U., Raiaan, M. A. K., Fatema, K., Azam, S., Rashid, R. U., Mukta, S. H., Jonkman, M. & De Boer, F., Jun 2023, In: Biomedicines. 11, 6, p. 1-27 27 p., 1566.Research output: Contribution to journal › Article › peer-review
Open AccessFile19 Citations (Scopus)104 Downloads (Pure)