Company Info for fchampalimaud.org | Icebreaker

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Company Info for fchampalimaud.org | Icebreaker

Homepage | Champalimaud Foundation

Homepage | Champalimaud Foundation

The D. Anna de Sommer Champalimaud and Dr. Carlos Montez Champalimaud Foundation was created by the will of António de Sommer Champalimaud and is primarily focused on advanced biomedical research and providing translational, interdisciplinary clinical care. The Foundation utilises synergies and collaborations in all areas of its activity.

5 members

Contact info

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fchampalimaud.org

Members

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Psychiatry Resident - UNIGE | Secretary General of SIMEPSI - Società Italiana di Medicina Psichedelica

Pedro F da Costa

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➳ Training generative models to build the next generation of synthetic media at Synthesia. ➳ PhD holder in Machine Learning applied to Neurosciences. Worked on generative modelling for anomaly detection in medical imaging using Auto-regressive Transformers & VQVAEs [1] and Diffusion Models [2]. Used GANs and Bayesian Optimisation to build more efficient Brain-Computer Interfaces [3]. ➳ Skilled in PyTorch, Docker, git, Cloud Services, scikit-learn and Unity. [1] - da Costa, Pedro, et al. "Transformer-based normative modelling for anomaly detection of early schizophrenia." Empowering Communities: A Participatory Approach to AI for Mental Health. [2] - Pinaya, W.H.L. et al. (2022). Brain Imaging Generation with Latent Diffusion Models. In: Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Zhu, D., Yuan, Y. (eds) Deep Generative Models. DGM4MICCAI 2022. Lecture Notes in Computer Science, vol 13609. Springer, Cham. https://doi.org/10.1007/978-3-031-18576-2_12 [3] - da Costa, Pedro F., et al. "Bayesian optimization for automatic design of face stimuli." arXiv preprint arXiv:2007.09989 (2020).

Nina Patrick, PhD

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Making longevity science easy to understand | Creator • Speaker • Advisor

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