Research output per year
Research output per year
Personal profile
Research Biography
My expertise lies in experimental psychology, with a focus on embodied and artificial cognition. I am highly proficient in statistical modelling and data analysis, and I am a dedicated advocate for open science, robust measurement, and international research collaboration
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):
Education/Academic qualification
PhD, University of Adelaide
2007 → 2011
Master of Science, University of Ballarat
2005 → 2007
Bachelor, Universidad del Valle
1997 → 2003
External positions
Adjunt Research Fellow, University of South Australia
2024 → …
Visiting Research Fellow, University of Adelaide
2011 → …
Research Areas
- Psychology
- Knowledge discovery, AI and data mining
Keywords
- BF Psychology
- Embodied cognition
- data science techniques
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Detecting Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder Using Multimodal Time-Frequency Analysis with Machine Learning Using the Electroretinogram from Two Flash Strengths
Manjur, S. M., Roberto Mercado Diaz, L., Lee, I. O., Skuse, D. H., Thompson, D., Marmolejo-Ramos, F., Constable, P. A. & Posada-Quintero, H. F., Apr 2025, In: Journal of Autism and Developmental Disorders. 55, 4, p. 1365-1378 14 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Fear of the unknown: Relationship between statistics anxiety and attitudes toward statistics of university students in three countries
Korolkiewicz, M., Fewster-Young, N., Marmolejo-Ramos, F., Gabriel, F., Kariuki, P., López Puga, J., Marrone, R., Miles, A. & Ruiz-Ruano García, A. M., 2025, In: Teaching Statistics. 47, 1, p. 17-38 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Downloads (Pure) -
Human-centred AI for emergency cardiac care: Evaluating RAPIDx AI with PROLIFERATE_AI
Pinero de Plaza, M. A., Lambrakis, K., Marmolejo-Ramos, F., Beleigoli, A., Archibald, M., Yadav, L., McMillan, P., Clark, R., Lawless, M., Morton, E., Hendriks, J., Kitson, A., Visvanathan, R., Chew, D. P. & Barrera Causil, C. J., Apr 2025, In: INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 196, 10 p., 105810.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)27 Downloads (Pure) -
Remodeling the light-adapted electroretinogram using a bayesian statistical approach
Brabec, M., Marmolejo Ramos, F., Loh, L., Lee, I. O., Kulyabin, M., Zhdanov, A., Posada-Quintero, H. F., Thompson, D. A. & Constable, P. A., Dec 2025, In: BMC Research Notes. 18, 1, p. 33 9 p., 33.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Spectral analysis of light-adapted Electroretinograms in neurodevelopmental disorders: Classification with Machine Learning
Constable, P. A., Pinzon-Arenas, J. O., Roberto Mercado Diaz, L., Lee, I. O., Marmolejo-Ramos, F., Loh, L., Zhdanov, A., Kulyabin, M., Brabec, M., Skuse, D. H., Thompson, D. A. & Posada-Quintero, H., Jan 2025, In: Bioengineering. 12, 1, 30 p., 15.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)34 Downloads (Pure)
Prizes
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CSIRO On Prime Innovation Reward 2024
Pinero de Plaza, M. A. (Recipient), Marmolejo Ramos, F. (Recipient) & Morton, E. (Recipient), 20 Nov 2024
Prize
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Global Impact and Recognition of the PROLIFERATE_AI Method
Pinero de Plaza, M. A. (Participant), Lambrakis, K. (Participant), Marmolejo Ramos, F. (Participant), Beleigoli, A. (Participant), Archibald, M. (Participant), Yadav, L. (Participant), McMillan, P. (Participant), Clark, R. (Participant), Lawless, M. (Participant), Morton, E. (Participant), Hendriks, J. (Participant), Kitson, A. (Participant), Visvanathan, R. (Participant), Chew, D. (Participant) & Javier Barrera Causil, C. (Participant)
Jan 2025 → Mar 2025Activity: Other activity types › Other
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A Human-Machine Evaluation of AI in Cardiac Emergencies
Pinero de Plaza, M. A. (Invited speaker), Lambrakis, K. (Speaker), Marmolejo Ramos, F. (Speaker), Beleigoli, A. (Speaker), Kitson, A. (Speaker), McMillan, P. (Speaker), Chew, D. (Speaker), Clark, R. (Speaker), Lawless, M. (Speaker), Morton, E. (Speaker), Archibald, M. (Speaker), Visvanathan, R. (Speaker), Yadav, L. (Speaker), Hendriks, J. (Speaker) & Javier Barrera Causil, C. (Speaker)
11 Jun 2024Activity: Talk or presentation types › Invited talk
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PROLIFERATE_AI: Leading the Future of Innovation with AI, Predictive Modelling, and Ethical User-Centred Design
Pinero de Plaza, M. A. (Consultant), Marmolejo Ramos, F. (Consultant), Lambrakis, K. (Advisor), Beleigoli, A. (Consultant), Morton, E. (Consultant), Archibald, M. (Advisor), Lawless, M. (Advisor), McMillan, P. (Advisor), Ambagtsheer, R. C. (Advisor), Mudd, A. (Consultant), Yadav, L. (Consultant), Clark, R. (Advisor), Visvanathan, R. (Advisor), Chipchase, L. (Advisor), Jacobs, D. (Advisor), Hendriks, J. (Consultant), Javier Barrera Causil, C. (Consultant), Chew, D. (Advisor) & Kitson, A. (Consultant)
2024 → 2045Activity: Consultancy types › Consultancy
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Artificial Intelligence in matters of life and death: Piloting a human-machine evaluation of AI - Lessons learned from RAPIDX
Pinero de Plaza, M. A. (Invited speaker), Lambrakis, K. (Invited speaker), Marmolejo-Ramos, F. (Invited speaker), Beleigoli, A. (Invited speaker), Kitson, A. (Invited speaker), McMillan, P. (Invited speaker), Chew, D. (Invited speaker), Clark, R. (Invited speaker), Lawless, M. (Invited speaker), Morton, E. (Invited speaker), Khan, E. (Invited speaker), Visvanathan, R. (Invited speaker), Yadav, L. (Invited speaker), Hendriks, J. (Invited speaker) & Javier Barrera Causil, C. (Invited speaker)
2023Activity: Talk or presentation types › Invited talk