Projects per year
The recent success in AI together with the availability of large clinical datasets are reshaping the healthcare infrastructure with the purpose to make it more efficient, less costly, and less prone to mistakes. Based on this, my research interest lays in the development of advanced AI solutions aimed to solve challenging problems that can revolutionaries the way we identify diseases, improve patient treatments and patient monitoring. This includes helping medical practitioners to diagnose diseases (i.e. cancer or Alzheimer's) at a very early stage, guide surgeons during surgical interventions and develop smart sensors to monitor patients.
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Commercialising next-generation AI models for ultra-efficient analysis of neurological clinical trials
1/02/21 → 31/01/24
Virtual and Augmented Reality Interfaces for Artificial Intelligence Enhanced Decision-Making Processes
1/10/20 → 30/06/24
1/02/23 → 31/07/25
Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementiafor the Alzheimer's Disease Neuroimaging Initiative, Jan 2022, In: Medical Image Analysis. 75, 102257.
Research output: Contribution to journal › Article › peer-reviewOpen Access
Mengoudi, K., Ravi, D., Yong, K. X. X., Primativo, S., Pavisic, I. M., Brotherhood, E., Lu, K., Schott, J. M., Crutch, S. J. & Alexander, D. C., Nov 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 11, p. 3066-3075 10 p., 9124654.
Research output: Contribution to journal › Article › peer-reviewOpen AccessFile4 Citations (Scopus)17 Downloads (Pure)
Learning from irregularly sampled data for endomicroscopy super-resolution: a comparative study of sparse and dense approachesSzczotka, A. B., Shakir, D. I., Ravì, D., Clarkson, M. J., Pereira, S. P. & Vercauteren, T., 1 Jul 2020, In: International Journal of Computer Assisted Radiology and Surgery. 15, 7, p. 1167-1175 9 p.
Research output: Contribution to journal › Article › peer-reviewOpen Access3 Citations (Scopus)
Ravì, D., Szczotka, A. B., Pereira, S. P. & Vercauteren, T., Apr 2019, In: Medical Image Analysis. 53, p. 123-131 9 p.
Research output: Contribution to journal › Article › peer-reviewOpen Access18 Citations (Scopus)
Ravi, D., Ghavami, N., Alexander, D. C. & Ianus, A., 2019, Mathematics and Visualization. Grussu, F., Sepehrband, F., Ning, L., Tax, C. M. W. & Bonet-Carne, E. (eds.). 226249 ed. Springer Heidelberg, p. 105-121 17 p. (Mathematics and Visualization; no. 226249).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution4 Citations (Scopus)