Projects per year
Personal profile
Research interests
My main areas of research are biomedical engineering and health informatics with an emphasis on signal processing and machine learning (ML) for biosystems.
Of particular interest are practical applications, with an emphasis on prediction, detection and modelling of abnormalities in biomedical systems, such as the binaural hearing system using EEG signals, cancer image detection and chronic kidney disease.
I have also applied AI and ML techniques to cyber security issues.
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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Machine Learning Diagnostics System for Bronchiectasis
Azam, S., De Boer, F., Jonkman, M. & Karim, A.
1/07/22 → 31/12/23
Project: Research
Research output
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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 AccessFile8 Downloads (Pure) -
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, In: IEEE Access. 11, p. 42361-42388 28 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile31 Downloads (Pure) -
Open AccessFile6 Downloads (Pure)
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An Automated Broncho-Arterial (BA) Pair Segmentation Process and Assessment of BA Ratios in Children with Bronchiectasis Using Lung HRCT Scans: A Pilot Study
Azam, S., Montaha, S., Rafid, A. K. M. R. H., Karim, A., Jonkman, M., De Boer, F., McCallum, G., Masters, I. B. & Chang, A., Jul 2023, In: Biomedicines. 11, 7, p. 1-26 26 p., 1874.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Downloads (Pure) -
An Investigation of the Effectiveness of Deepfake Models and Tools
Mukta, M. S. H., Ahmad, J., Raiaan, M. A. K., Islam, S., Azam, S., Ali, M. E. & Jonkman, M., Aug 2023, In: Journal of Sensor and Actuator Networks. 12, 4, p. 1-43 43 p., 61.Research output: Contribution to journal › Article › peer-review
Open AccessFile34 Downloads (Pure)