Machine Vision and Digital Health (MaViDH) Research Group

Research output

Research output per year 1984 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 22075 Citations
• 62 h-index
• 806 Conference paper
• 806 Article
• 51 Chapter (peer-reviewed)
• 50 Abstract
• 180 More
  • 25 Presentation only
  • 24 Editorial
  • 21 Chapter
  • 20 Review article
  • 15 Doctoral Thesis
  • 14 Poster
  • 12 Edited book
  • 8 Book
  • 8 Chapter in textbook/reference book
  • 5 Commissioned report (non-public)
  • 5 Comment/debate
  • 4 Commissioned report (public)
  • 3 Other
  • 3 Letter
  • 2 Other chapter contribution
  • 2 Patent
  • 2 Working paper
  • 1 Textbook/Reference book
  • 1 Foreword/postscript
  • 1 Meeting Abstract
  • 1 Book/Film/Article review
  • 1 Literature review
  • 1 Special issue
  • 1 Featured article

Research output per year

Research output per year

Search results

• Presentation only

  Autonomic dysfunction and biomarker activity with cardiovascular disease progression in the presence of diabetes and/or obesity

  Khandoker, A. H., McLachlan, C., Kiat, H., Ho, K., Al-Aubaidy, H. & Jelinek, H., 2012.

  Research output: Other contribution to conference › Presentation only › peer-review

• Autonomic nervous system function and association to CVD risk

  Jelinek, H., McLachlan, C., Al-Aubaidy, H. & Khandoker, A. H., 2013.

  Research output: Other contribution to conference › Presentation only › peer-review

• Changing expectations: Local leaders in community disaster preparedness

  Ingham, V., Islam, M. R., Hicks, J. & Burmeister, O., 2018.

  Research output: Other contribution to conference › Presentation only › peer-review

• Correction for CT number changes caused by off-centre patient positioning: A phantom study

  Zheng, X., Al-Hayek, Y. & Cummins, C., 01 Jul 2021.

  Research output: Other contribution to conference › Presentation only › peer-review

  • Computed Tomography 100%
  • Number 100%
  • Water 80%
  • Phantom 80%
  • Water Type 80%

• Early detection and diagnosis of Alzheimer’s disease in rural ageing population

  Zheng, X. & Wang, S., Jul 2022.

  Research output: Other contribution to conference › Presentation only

• eXtended Reality Centre (XRC) Seminar: XR Research projects at CSU

  Gates-Stuart, E., Hagan, A., Redshaw, S., Wulff, E., Tacgin, Z., de Lima, R., Raghav, K., Pennay, B., Grover, P., Medway, J., Bowker, S., Kabir, A., Higgins, B., Young, I., Friend, M. & Yates, E., 24 Oct 2019.

  Research output: Other contribution to conference › Presentation only

  • Universities 100%
  • Reality 100%
  • Research 50%
  • Capacity 50%
  • Discipline Effect 50%

• Global Computing Ethics

  Burmeister, O., 2012, p. 12. 1 p.

  Research output: Other contribution to conference › Presentation only

  • Cultural Diversity 100%
  • Ethics 66%
  • Value 66%
  • Codes of Ethics 50%
  • Set 33%

• Housing projection, statistical reliability and spatial microsimulation

  Rahman, A., 11 Feb 2008, p. 1-6. 6 p.

  Research output: Other contribution to conference › Presentation only

  Open Access

  File

  • Summer Schools 100%
  • Reliability 100%
  • Research 100%
  • School Workshops 100%
  • Projection (Statistical) 100%
  3 Downloads (Pure)

• Little Scientists: Supporting educators with STEM in the early years

  MacDonald, A., Danaia, L., Sikder, S., Huser, C., Murphy, S. & Seidler, S., 2020.

  Research output: Other contribution to conference › Presentation only › peer-review

• Methodologies, tools and techniques in small area estimation: an overview

  Rahman, A., 06 Jun 2008, p. 1-22. 22 p.

  Research output: Other contribution to conference › Presentation only

  Open Access

  File

  • Small Area 100%
  • Smaller Area 100%
  • Estimation 71%
  • Small Area Estimation 57%
  • Tools 42%
  24 Downloads (Pure)

• Microdata versus Big Data: Computational and Inferential Challenges in Data Science

  Rahman, A., 2017, p. 1. 1 p.

  Research output: Other contribution to conference › Presentation only › peer-review

  • Data Science 100%
  • Computational 83%
  • Methodology 66%
  • Thinking 66%
  • Statistics 50%

• Personal preparation framework for community leaders

  Ingham, V., Islam, M. R., Hicks, J. & Burmeister, O., Jun 2019.

  Research output: Other contribution to conference › Presentation only › peer-review

• Studying and detecting the early progression of aging processes to age-related neurodegenerative diseases with a multidisciplinary approach.

  Wang, S., Zheng, X., Crockett, J., Micalos, P. & Hazell, L., Jul 2022.

  Research output: Other contribution to conference › Presentation only

• Studying science and engineering to help shape children's cultural identity

  Sikder, S., 13 Feb 2020.

  Research output: Other contribution to conference › Presentation only › peer-review

• The effect of the kidney function (eGFR) on intrinsic rhythm changes in diabetic and non-diabetic patients

  Al-Khouri, T., Khandoker, A., Khalaf, K., Al-Aubaidy, H. & Jelinek, H., 2013.

  Research output: Other contribution to conference › Presentation only › peer-review

• The use of biochemical markers as a possible tool for prediabetes detection and prevention of cardiovascular comorbidity

  Al-Aubaidy, H., McLachlan, C., Khandoker, A. H., Meidinger, S., Maschirow, L., Reidler, P. & Jelinek, H., 2013.

  Research output: Other contribution to conference › Presentation only › peer-review

• The Use of Social Media for terrorism

  Islam, MD. R. & Ozkaya, E., 2017.

  Research output: Other contribution to conference › Presentation only

• Translating research understanding into reviewing a subject outline

  Sikder, S., 18 Nov 2021.

  Research output: Other contribution to conference › Presentation only › peer-review

• Young children's (1 to 3 years) meaningful perception blazes a trail for scientific learning

  Sikder, S., 04 Aug 2021.

  Research output: Other contribution to conference › Presentation only › peer-review

• Review article

  Analytical chemistry of fruit bioflavonoids. A review

  Robards, K. & Antolovich, M., 01 Jan 1997, In: Analyst. 122, 2, p. 11R-34R

  Research output: Contribution to journal › Review article › peer-review
  420 Citations (Scopus)

• Applications of machine learning for COVID-19 misinformation: A systematic review

  Sanaullah, A. R., Das, A., Das, A., Kabir, A. & Shu, K., Dec 2022, In: Social Network Analysis and Mining. 12, 1, p. 1-34 34 p., 94.

  Research output: Contribution to journal › Review article › peer-review

  • Misinformation 100%
  • Learning 75%
  • Machine Learning 50%
  • Deep Learning Technique 25%
  • Research 25%

• Application threats to exploit northbound interface vulnerabilities in Software Defined Networks

  Rauf, B., Abbas, H., Usman, M., Zia, T. A., Iqbal, W., Abbas, Y. & Afzal, H., Jul 2021, In: ACM Computing Surveys. 54, 6, p. 1-36 36 p., 121.

  Research output: Contribution to journal › Review article › peer-review

  • Application 100%
  • Networking 75%
  • Software 75%
  • Utilization 62%
  • Control 50%
  3 Citations (Scopus)

• A Review of Functional Encryption in IoT Applications

  Shahzad, K., Zia, T. & Qazi, E. U. H., Oct 2022, In: Sensors. 22, 19, 7567.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Internet-Of-Things 100%
  • Application 83%
  • Control 66%
  • Grained Access Control 50%
  • Surveys 33%
  1 Citation (Scopus)

  9 Downloads (Pure)

• A survey of graph based complex brain network analysis using functional and diffusional MRI

  Islam, M. R., Yin, X., Ul-Haq, A., Zhang, Y., Wang, H., Anjum, N. & Kron, T., 2017, In: American Journal of Applied Sciences. 14, 12, p. 1186-1208 23 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Brain 100%
  • Magnetic Resonance Imaging 60%
  • Networks 40%
  • Analysis 30%
  • Diagnosis 20%
  5 Downloads (Pure)

• A survey on dragonfly algorithm and its applications in engineering

  Rahman, C. M., Rashid, T. A., Alsadoon, A., Bacanin, N., Fattah, P. & Mirjalili, S., 27 Aug 2021, (E-pub ahead of print) In: Evolutionary Intelligence. p. 1-21 21 p.

  Research output: Contribution to journal › Review article › peer-review

  • Loss Reduction 100%
  • Firefly Algorithm 100%
  • Mechanical Engineering 100%
  • Engineering Application 100%
  4 Citations (Scopus)

• A Weight Joint-Based Clustering (WJC) method for secure monitoring system

  Jin, Y., Alsadoon, A., Prasad, P. W. C., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In: Procedia Computer Science. 125, p. 640-646 7 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Sensor 100%
  • Joints (Structural Components) 100%
  • Monitoring System 100%
  • Joint 100%
  • Position (Location) 100%
  23 Downloads (Pure)

• Blockchain technology in the future of healthcare

  Mamun, Q., Mar 2022, In: Smart Health. 23, p. 1-9 9 p., 100223.

  Research output: Contribution to journal › Review article › peer-review

  • Blockchain 100%
  • Health 57%
  • Specific Industry 57%
  • Healthcare 42%
  • Technology 28%
  5 Citations (Scopus)

• Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review

  Maaroof, B. B., Rashid, T. A., Abdulla, J. M., Hassan, B. A., Alsadoon, A., Mohammadi, M., Khishe, M. & Mirjalili, S., Aug 2022, In: Archives of Computational Methods in Engineering. 29, 5, p. 3459-3474 16 p.

  Research output: Contribution to journal › Review article › peer-review

  • Algorithms 100%
  • Algorithm 100%
  • Anura 38%
  • Utilization 30%
  • Application 30%
  5 Citations (Scopus)

• Deep learning for aspect-based sentiment analysis: A comparative review

  Do, H. H., Prasad, P. W. C., Maag, A. & Alsadoon, A., 15 Mar 2019, In: Expert Systems with Applications. 118, p. 272-299 28 p.

  Research output: Contribution to journal › Review article › peer-review

  • Sentiment Analysis 100%
  • Approach 75%
  • Learning 75%
  • Deep Learning 75%
  • Feature 50%
  256 Citations (Scopus)

• Harmony search: Current studies and uses on healthcare systems

  Abdulkhaleq, M. T., Rashid, T. A., Alsadoon, A., Hassan, B. A., Mohammadi, M., Abdullah, J. M., Chhabra, A., Ali, S. L., Othman, R. N., Hasan, H. A., Azad, S., Mahmood, N. A., Abdalrahman, S. S., Rasul, H. O., Bacanin, N. & Vimal, S., Sep 2022, In: Artificial Intelligence in Medicine. 131, p. 1-15 15 p., 102348.

  Research output: Contribution to journal › Review article › peer-review

  • Search 100%
  • Harmony Search 45%
  • Healthcare System 22%
  • Application 13%
  • Convergence Behavior 9%
  3 Citations (Scopus)

• Learner-facing learning analytic – Feedback and motivation: A critique

  Maag, A., Withana, C., Budhathoki, S., Alsadoon, A. & VO, T. H., Feb 2022, In: Learning and Motivation. 77, 101764.

  Research output: Contribution to journal › Review article › peer-review

  • Student 100%
  • Learning Analytics 85%
  • Motivation 85%
  • Students 71%
  • Learner 57%
  1 Citation (Scopus)

• Lightweight cryptography in IoT networks: A survey

  Rana, M., Mamun, Q. & Islam, R., Apr 2022, In: Future Generation Computer Systems. 129, p. 77-89 13 p.

  Research output: Contribution to journal › Review article › peer-review

  • Internet of Things 100%
  • Networks 57%
  • Cryptographic Protocol 42%
  • Algorithms 28%
  • Lightweight Cryptography 28%
  11 Citations (Scopus)

• Lung cancer detection using CT scan images

  Makaju, S., Prasad, P. W. C., Alsadoon, A., Singh, A. K. & Elchouemi, A., 01 Jan 2018, In: Procedia Computer Science. 125, p. 107-114 8 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Accuracy 100%
  • X-Ray Computed Tomography 75%
  • Lung Cancer 75%
  • Computers 75%
  • Lung 75%
  94 Citations (Scopus)

  2292 Downloads (Pure)

• Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals

  Shoumy, N. J., Ang, L. M., Seng, K. P., Rahaman, D. M. M. & Zia, T., 01 Jan 2020, In: Journal of Network and Computer Applications. 149, p. 1-26 26 p., 102447.

  Research output: Contribution to journal › Review article › peer-review

  • Big Data 100%
  • Affective Computing 100%
  • Surveys 75%
  • Area 75%
  • Survey 75%
  39 Citations (Scopus)

• Object detection and recognition: using deep learning to assist the visually impaired

  Bhandari, A., Prasad, P. W. C., Alsadoon, A. & Maag, A., 2021, In: Disability and Rehabilitation: Assistive Technology. 16, 3, p. 280-288 9 p.

  Research output: Contribution to journal › Review article › peer-review

  • Learning Systems 100%
  • Science and Technology 50%
  • Need 50%
  • Detection 50%
  • Tool 50%
  5 Citations (Scopus)

• Remote surgeon hand motion and occlusion removal in mixed reality in breast surgical telepresence: Rural and remote care

  Shakya, K., Khanal, S., Alsadoon, A., Prasad, P. W. C., Hsu, J., Deva, A., Paul, M. & Elchouemic, A., 11 Jan 2019, In: American Journal of Applied Sciences. 15, 11, p. 497-509 13 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Occlusion 100%
  • Surgeon 100%
  • Surgery 66%
  • Accuracy 66%
  • Breast 66%
  19 Downloads (Pure)

• The reliability of CT numbers as absolute values for diagnostic scanning, dental imaging, and radiation therapy simulation: A narrative review

  Al-Hayek, Y., Spuur, K., Zheng, X., Hayre, C. & Davidson, R., 01 Mar 2022, In: Journal of Medical Imaging and Radiation Sciences. 53, 1, p. 138-146 9 p.

  Research output: Contribution to journal › Review article › peer-review

  • Computer Assisted Tomography 100%
  • Patient 50%
  • Reliability 25%
  • Diagnosis 25%
  • Dose 25%

• Uncertainty assessment of spatial domain models in early stage mining projects: a review

  McManus, S., Rahman, A., Coombes, J. & Horta, A., Jun 2021, In: Ore Geology Reviews. 133, p. 1-13 13 p., 104098.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Evaluation 100%
  • Reporting 83%
  • Assessment 83%
  • Mining 66%
  • Public 66%
  5 Citations (Scopus)

  47 Downloads (Pure)

• Understanding the effects of compromise and misuse of personal details on older people

  Burmeister, O., 01 Jun 2020, In: Australasian Journal of Information Systems. 24, p. 1-3 3 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Publication 100%
  • Australia 100%
  • Understanding 100%
  • Compromise 100%
  • Cyber 100%
  1 Citation (Scopus)

  2 Downloads (Pure)
• Special issue

  Contribution of cloud service providers to education

  OZURUMBA, O. J., Alsadoon, A., Prasad, P. W. C., Pham, L. & Beg, A., Oct 2015, In: International Journal of Management and Applied Science. 1, 9, p. 266-271 6 p.

  Research output: Contribution to journal › Special issue › peer-review

  Open Access

  File

  • Training 100%
  • Education 100%
  • Learning Method 57%
  • Clouds 57%
  • Performance 42%
  23 Downloads (Pure)
• Textbook/Reference book

  Inside the dark web

  Ozkaya, E. & Islam, MD. R., 2019, Boca Raton, FL: CRC Press. 285 p.

  Research output: Book/Report › Textbook/Reference book › peer-review

  • Dark Web 100%
  • Program Content 22%
  • Forensics 22%
  • Internet of Things 22%
  • Cybercrime 11%
  4 Citations (Scopus)
• Working paper

  Some Health Related Issues in Australia and Methodologies for Estimating Small Area Health Related Characteristics

  Rahman, A. & Harding, A., Dec 2010, 2010 (December) ed., Canberra: The University of Canberra, p. 6, 59 p. (NATSEM Working Paper; vol. 2010 (DECEMBER), no. 15).

  Research output: Resource/document › Working paper

  File

  • Health 100%
  • Methodology 66%
  • Research Worker 44%
  • Statistical Modeling 44%
  • Obesity 44%
  74 Downloads (Pure)

• Spam filtering using classification algorithms

  Islam, M. R., 2012.

  Research output: Resource/document › Working paper