Projects per year
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Dive into the research topics where Shlomo Berkovsky is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 7 Active
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Fujitsu Macquarie AI Research Lab
Takeuchi, S., Berkovsky, S., Beheshti, A., Coiera, E., Vitale, J., Xin, K. & Suzuki, G.
1/12/23 → 31/01/27
Project: Research
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Enhancing Human Reasoning with Generative AI: Personalized Digital Coach for Effective Feedback
Berkovsky, S., Beheshti, A., Coiera, E., Suzuki, G., Takeuchi, S., Itani, T., Kurihara, H., Nakazato, K., Honda, T., Jiang, S., Sekiguchi, M. & Dorricott, P.
1/12/23 → 31/01/27
Project: Research
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UNSW led: AI-Enabled Medical Technologies: From Diagnostics to Therapeutics
Vafaee, F., Wilkins, M. R., Alinejad-Rokny, H., Berkovsky, S., Beydoun, G., Saberi, M., Dinger, M., Coiera, E., Waters, S. A., Razzak, I., De Weck, A., Sisson, S., Tsafnat, G., Shamsani, J., Behi, R., Grosser, M., Lin, H., Bi, M. & Gooley, A. A.
4/07/23 → 8/06/28
Project: Research
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'Fighting Global Phone Scams with Conversational AI,' Australian Research Council NIS Discovery Project
Kaafar, D., Berkovsky, S., Wood, I., Dras, M. & Selvadurai, N.
21/11/22 → 20/11/25
Project: Research
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W81XWH-22-1-0731: Multimodal Precision Liquid Biopsy to Predict Risk of Melanoma Recurrence
Rizos, H., Diefenbach, R., Coiera, E., Berkovsky, S., Long, G. V., Scolyer, R., Gray, E. S. & Millward, M.
1/09/22 → 31/08/25
Project: Research
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Expert evaluation of large language models for clinical dialogue summarization
Fraile Navarro, D., Coiera, E., Hambly, T. W., Triplett, Z., Asif, N., Susanto, A., Chowdhury, A., Azcoaga Lorenzo, A., Dras, M. & Berkovsky, S., 7 Jan 2025, In: Scientific Reports. 15, 1, p. 1-11 11 p., 1195.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2023 TiiS Best Paper announcement
Berkovsky, S., 24 Sept 2024, In: ACM Transactions on Interactive Intelligent Systems (TiiS). 14, 3, p. 1 1 p., 24.Research output: Contribution to journal › Other journal contribution › peer-review
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Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification
Cong, C., Liu, S., Rana, P., Pagnucco, M., Di Ieva, A., Berkovsky, S. & Song, Y., 1 Oct 2024, In: Expert Systems with Applications. 251, p. 1-13 13 p., 123783.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)102 Downloads (Pure) -
Advances in AI for health and medical applications
Liu, S. (ed.), Castillo-Olea, C. (ed.) & Berkovsky, S. (ed.), Feb 2024, Switzerland: MDPI. 214 p.Research output: Book/Report › Edited Book/Anthology › peer-review
Open Access -
Deep fusion of shifted MLP and CNN for medical image segmentation
Yuan, C., Xiong, H., Shangguan, G., Shen, H., Liu, D., Zhang, H., Liu, Z., Qian, K., Hu, B., Schuller, B. W., Yamamoto, Y. & Berkovsky, S., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024: Proceedings. Korea: Institute of Electrical and Electronics Engineers (IEEE), p. 1676-1680 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
1 Citation (Scopus)
Prizes
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Fujitsu Macquarie AI Research Lab
Shlomo Berkovsky (Speaker) & Shun Takeuchi (Speaker)
18 Oct 2024Activity: Talk or presentation › Presentation
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ACM Transactions on Interactive Intelligent Systems (TiiS) (Journal)
Shlomo Berkovsky (Reviewer)
2018 → …Activity: Peer-review and editorial of research outputs › Editorial work
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Australian Computer Society (ACS) (External organisation)
Shlomo Berkovsky (Chair)
2017 → …Activity: Membership › Membership of committee
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Frontiers in Robotics and AI: Computational Intelligence (Journal)
Shlomo Berkovsky (Reviewer)
2015 → …Activity: Peer-review and editorial of research outputs › Editorial work
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User Modelling and User-Adapted Interaction (Journal)
Shlomo Berkovsky (Reviewer)
2014 → …Activity: Peer-review and editorial of research outputs › Editorial work