Projects per year
Personal profile
Biography
Dr. Girija Chetty has a Bachelors and Masters degree in Electrical Engineering and Computer Science from India, and PhD in Information Sciences and Engineering from Australia. She has more than 35 years of experience in Industry, Research and Teaching from Universities and Research and Development Organisations from India and Australia, and has held several leadership positions including Head of Software Engineering and Computer Science, Program Director of ITS courses, and Course Director for Master of Computing and Information Technology Courses. Currently, she is a Full Professor in Computing and Information Technology at School of Information Technology and Systems, at University of Canberra, Australia, and leads a research group with several PhD students, Post Docs, research assistants and regular International and National visiting researchers. She is a Senior Member of IEEE, USA, and senior member of Australian Computer Society, and ACM member, and her research interests are in the area of multimodal systems, computer vision, pattern recognition, data mining, and medical image computing. She has published extensively with more than 200 fully refereed publications in several invited book chapters, edited books, high quality conference and journals, and she is in the editorial boards, technical review committees and regular reviewer for several IEEE, Elsevier and IET journals in the area related to her research interests. She is highly interested in seeking wide and interdisciplinary collaborations, research scholars and visitors in her research group.
Related Links
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, Audio VIsual Speaker Identity Verification
23 Feb 2004 → 17 Dec 2007
Award Date: 17 Dec 2007
External positions
Visiting Academic, Deakin University
5 Jul 2020 → 30 Sept 2020
Visiting Scientist, CSIRO
5 Oct 2019 → 31 Dec 2022
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Collaborations and top research areas from the last five years
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AI_USER: Development of AI guided ultrasound for extreme and remote environments
CHETTY, G. (CI), Dowling, J. (CoI) & Fontanarosa, D. (CoI)
Project: Research
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AI4DigPath: A Novel Malaria Pathogen Detection System for Rural Communities
CHETTY, G. (CI) & Jha, M. (CoI)
1/06/22 → 31/05/24
Project: Research
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Machine learning applied to large collections of medical images
Chetty, G. (CI)
18/07/16 → 31/07/19
Project: Research
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Using big data-driven approaches for improved population health
Davey, R. (CI), Chetty, G. (CoI) & Hanlen, L. (CoI)
16/12/15 → 30/12/16
Project: Other
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Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals
Khan, M. U., Hirachan, N., Joseph, C., Murtagh, L., Chetty, G., Goecke, R. & Fernandez-Rojas, R., Feb 2026, In: Biomedical Signal Processing and Control. 112, p. 1-17 17 p., 108532.Research output: Contribution to journal › Article › peer-review
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A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems
Khan, M. U., Chetty, G., Goecke, R. & Fernandez-Rojas, R., 2025, (Accepted/In press) In: ACM Computing Surveys. p. 1-34 34 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA
Aziz, S., Joseph, C., Hirachan, N., Murtagh, L., Chetty, G., Goecke, R. & Fernandez-Rojas, R., 2025, In: Biomedical Signal Processing and Control. 104, p. 1-12 12 p., 107454.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Deep Learning Framework Based on Generative AI for Medical Image Analysis
Kallappadevara Math, S., CHETTY, G. & White, M., 2025, 2025 International Conference on Intelligent Control, Computing and Communications (IC3) . Awasthy, N., Singh, V. K., Pandey, N. K., Singh Sengar, R., Singh, U. & Govil, S. (eds.). India: IEEE, Institute of Electrical and Electronics Engineers, p. 493-501 9 p. (2025 International Conference on Intelligent Control, Computing and Communications, IC3 2025).Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
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Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment
Khan, M. U., Aziz, S., Murtagh, L., Chetty, G., GOECKE, R. & Fernandez Rojas, R., Jun 2025, In: Computers in Biology and Medicine. 192, p. 1-12 12 p., 110300.Research output: Contribution to journal › Article › peer-review
9 Citations (Scopus)
Activities
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2025 12th International Conference on Soft Computing & Machine IntelligenceNovember 21-23 | Rio de Janeiro, Brazil
CHETTY, G. (Participant)
21 Nov 2025Activity: Participating in or organising an event › Participating in a conference, workshop, ...
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NGNDAI 2025 International Conference
CHETTY, G. (Speaker)
18 Sept 2025 → 20 Sept 2025Activity: Talk or presentation › Invited talk
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Invited Speaker
CHETTY, G. (Speaker)
12 Jun 2025 → 14 Jun 2025Activity: Talk or presentation › Invited talk
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Multimodal Generative AI: the Next Frontier in Medical Image Analysis
CHETTY, G. (Speaker)
14 Feb 2025Activity: Talk or presentation › Invited talk
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Invited Conference Speech at ISCMI-2024 Melbourne
CHETTY, G. (Speaker)
22 Nov 2024 → 23 Nov 2024Activity: Talk or presentation › Invited talk