Projects per year
Personal profile
External positions
Adjunct Senior Lecturer, The University of Sydney
13 Mar 2024 → 13 Mar 2026
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Dive into the research topics where Mariano Cabezas Grebol 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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Hearing impairment in Adults: Vitals, hEmodynamics, Neuroimaging and Sleep sensing (HAVENS)
Gopinath, B. (Primary Chief Investigator), Cabezas Grebol, M. (Chief Investigator), Tang, Z. (Chief Investigator), Zou, A. (Chief Investigator), Tang, D. (Chief Investigator), Hernandez-Perez, H. (Chief Investigator), Phillips, C. (Chief Investigator) & D'Rozario, A. (Chief Investigator)
16/11/25 → 15/11/26
Project: Research
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Deriving a risk model to develop and pilot an online tinnitus risk quiz
Tang, D. (Primary Chief Investigator), Cabezas Grebol, M. (Chief Investigator), Gopinath, B. (Chief Investigator) & Zou, A. (Chief Investigator)
1/07/25 → 30/06/26
Project: Research
Research Outputs
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An analysis of loss functions for heavily imbalanced lesion segmentation
Cabezas, M. & Diez, Y., Mar 2024, In: Sensors. 24, 6, p. 1-21 21 p., 1981.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Link opens in a new tab Citations (Scopus)53 Downloads (Pure) -
A real-world clinical validation for AI-based MRI monitoring in multiple sclerosis
Barnett, M., Wang, D., Beadnall, H., Bischof, A., Brunacci, D., Butzkueven, H., Brown, J. W. L., Cabezas, M., Das, T., Dugal, T., Guilfoyle, D., Klistorner, A., Krieger, S., Kyle, K., Ly, L., Masters, L., Shieh, A., Tang, Z., van der Walt, A. & Ward, K. & 5 others, , 19 Oct 2023, In: npj Digital Medicine. 6, 1, p. 1-9 9 p., 196.Research output: Contribution to journal › Article › peer-review
Open AccessFile43 Link opens in a new tab Citations (Scopus)198 Downloads (Pure) -
High angular diffusion tensor imaging estimation from minimal evenly distributed diffusion gradient directions
Tang, Z., Chen, S., D’Souza, A., Liu, D., Calamante, F., Barnett, M., Cai, W., Wang, C. & Cabezas, M., 11 Sept 2023, In: Frontiers in Radiology. 3, p. 1-12 12 p., 1238566.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Link opens in a new tab Citations (Scopus)32 Downloads (Pure) -
Understanding the role of saliency maps for biomarker research in 3D medical imaging classification
Shi, Y., Wang, C., Liu, D., Cai, W. & Cabezas, M., 2023, Proceedings: 2023 International Conference on Digital Image Computing: Techniques and Applications: DICTA 2023. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 41-48 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
2 Link opens in a new tab Citations (Scopus) -
A protocol for the HEaring Impairment Data Infrastructure (HEIDI) study
Tran, Y., Cabezas, M., Tran, F., Manski-Nankervis, J.-A., Jonnagaddala, J., Tang, D., Sinha, K., Nure Alam, M., Monaghan, J., Donald, A., Mitchell, R., Crossley, M., Selvadurai, N. & Gopinath, B., 7 May 2025, In: PLoS ONE. 20, 5, p. 1-10 10 p., e0320294.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Downloads (Pure)