Research output per year
Research output per year
Personal profile
Biography
I am a Research Associate at the Computational NeuroSurgery (CNS) Lab at Macquarie University, Sydney. I received my Bachelor's degree in Electronics and Telecommunication Engineering from Rajshahi University of Engineering and Technology (RUET) in 2010 in Bangladesh. I was a lecturer from 2010 to 2014 in the RUET. I also hold a Master’s by Research degree in Electrical Engineering from the University of New South Wales (UNSW) in 2016 in Australia. I received my Ph.D. degree in Computer Science from the UNSW in 2021. In my Master's and Ph.D. studies, I was involved in a collaboration project with the Medical School of Australian National University and Trauma Orthopaedic Research Unit (TORU) of ACT Health.
Research interests
My research interests include Computer Vision, Machine and Deep Learning, Artificial Intelligence, Biomedical Image Analysis, Video Coding.
I am currently focusing to develop machine and deep learning-based algorithms for the following computer vision problems.
- Radiological Saliency Maps Prediction
- 2D-2D, 3D-3D, and 2D-3D Image Registration
- Image Segmentation
Fingerprint
Dive into the research topics where Abdulla Suman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Assessment of eye-tracking scanpath outliers using fractal geometry
Newport, R., Russo, C., Suman, A. A. & Di Ieva, A., Jul 2021, In: Heliyon. 7, 7, p. 1-10 10 p., e07616.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Ischemic brain stroke detection from MRI image using logistic regression classifier
Hossain, M. S., Saha, S., Paul, L. C., Azim, R. & Al Suman, A., 5 Jan 2021, ICREST 2021: 2nd International Conference on Robotics, Electrical and Signal Processing Techniques. Bangladesh: Institute of Electrical and Electronics Engineers (IEEE), p. 763-767 5 p. 9331090Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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A deformable 3D-3D registration framework using discrete periodic spline wavelet and edge position difference
Suman, A. A., Asikuzzaman, M., Webb, A. L., Perriman, D. M., Tahtali, M. & Pickering, M. R., 10 Aug 2020, In: IEEE Access. 8, p. 146116-146133 18 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)4 Downloads (Pure) -
Evaluation of U-Net CNN approaches for human neck MRI segmentation
Suman, A. A., Khemchandani, Y., Asikuzzaman, M., Webb, A. L., Perriman, D. M., Tahtali, M. & Pickering, M. R., 29 Nov 2020, 2020 Digital Image Computing: Techniques and Applications, DICTA 2020. Australia: Institute of Electrical and Electronics Engineers (IEEE), 6 p. 9363385Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Segmentation and reconstruction of cervical muscles using knowledge-based grouping adaptation and new step-wise registration with discrete cosines
Al Suman, A., Aktar, M. N., Asikuzzaman, M., Webb, A. L., Perriman, D. M. & Pickering, M. R., 2 Jan 2019, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 7, 1, p. 15-27 13 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)
Prizes
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Australian Government Research Training Program Schol-arship (RTP)
Suman, Abdulla (Recipient), 15 Mar 2017
Prize
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Activities
- 1 Presentation
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Neck Muscles Segmentation in MRI for Whiplash Diagnosis using Template Contour Propagation
Abdulla Suman (Speaker)
1 Aug 2017Activity: Talk or presentation › Presentation