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
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Research Outputs
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A hybrid approach to enhance the lifespan of WSNs in nuclear power plant monitoring system
Haque, M. E., Hossain, T., Sarker, M. R., Paul, M., Hoque, M. S., Uddin, S., Suman, A. A., Md Saad, M. H. & Ul Huque, T., 14 Mar 2022, In: Scientific Reports. 12, 1, p. 1-14 14 p., 4381.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
SoftMatch: comparing scanpaths using combinatorial spatio-temporal sequences with fractal curves
Newport, R. A., Russo, C., Liu, S., Suman, A. A. & Di Ieva, A., 30 Sep 2022, In: Sensors. 22, 19, p. 1-46 46 p., 7438.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
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 Citation (Scopus)7 Downloads (Pure) -
Computational Neurosurgery in brain tumors: a paradigm shift on the use of artificial intelligence and connectomics in pre- and intra-operative imaging
Di Ieva, A., Russo, C., Suman, A. A. & Liu, S., 12 Nov 2021, In: Neuro-Oncology. 23, Supplement 6, p. vi227 1 p.Research output: Contribution to journal › Meeting abstract › peer-review
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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
1 Citation (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