Projects per year
Personal profile
Biography
Yasmeen is a Lecturer at Monash University with over a decade of research experience in AI and data science. She received her Ph.D. from the University of Melbourne in 2018, Master of Computer Science (by research) in medical image analytics in 2013 and Bachelor of Computer Science in 2008. She worked as associate lecturer and research fellow at the University of Melbourne, teaching data science related subjects and implementing AI-based solutions for event detection and social media analytics. Prior to joining Deakin, Yasmeen worked as research scientist with IBM Research Australia focusing on the use of AI for retinal disease diagnosis and patient monitoring, data analytics in health care, deep reinforcement learning and interpretability in machine learning. Yasmeen holds 3 patents and several research papers for applications of AI in health care. She also won the excellence in tutoring award from the University of Melbourne in 2018.
Research interests
Artificial Intelligence, data science, health care data analytics across domains of radiology, dermatology, and ophthalmology, biomedical informatics, and computer vision.
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):
Research area keywords
- Artificial intelligence
- Data Science and Analytics
- Health Informatics
- Computer Vision and Image Processing
- Biomedical signal and image analysis
- Deep machine learning
Network
Projects
- 1 Active
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Advanced AI techniques for better management and reuse of hazardous waste.
Bolton, M., George, Y. & Webb, G.
19/05/22 → …
Project: Research
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A coarse-to-fine 3D U-net network for semantic segmentation of kidney CT scans
George, Y., 2022, MICCAI 2021 Challenge, KiTS 2021, Held in Conjunction with MICCAI 2021, Proceedings. Heller, N., Isensee, F., Trofimova, D., Tejpaul, R., Papanikolopoulos, N. & Weight, C. (eds.). Cham Switzerland: Springer, p. 137-142 6 p. (Lecture Notes in Computer Science; vol. 13168).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
1 Citation (Scopus) -
Dueling deep Q-network for unsupervised inter-frame eye movement correction in optical coherence tomography volumes
George, Y., Sedai, S., Antony, B. J., Ishikawa, H., Wollstein, G., Schuman, J. S. & Garnavi, R., 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI 2021). Vercauteren, T. & Rohde, G. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1595-1599 5 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
Real-time spatio-temporal event detection on geotagged social media
George, Y., Karunasekera, S., Harwood, A. & Lim, K. H., 24 Jun 2021, In: Journal of Big Data. 8, 1, 28 p., 91.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile11 Citations (Scopus) -
Technical challenges of applying artificial intelligence (AI) on psoriasis images for automated PASI assessment
George, Y., 2021, In: Australasian Journal of Dermatology. 62, S1, p. 58 1 p.Research output: Contribution to journal › Comment / Debate › Other
Open AccessFile -
Attention-guided 3D-CNN framework for glaucoma detection and structural-functional association using volumetric images
George, Y., Antony, B. J., Ishikawa, H., Wollstein, G., Schuman, J. S. & Garnavi, R., Dec 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 12, p. 3421-3430 10 p.Research output: Contribution to journal › Article › Research › peer-review
20 Citations (Scopus)
Activities
- 2 Patents
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IBM - International Business Machines Corporation (United States) (External organisation)
Yasmeen George (Member)
9 Sep 2021Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent
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IBM - International Business Machines Corporation (United States) (External organisation)
Yasmeen George (Member)
9 Sep 2021Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent