Marcella Montagnese
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mmontagnese.bsky.social
Marcella Montagnese
@mmontagnese.bsky.social
Junior Research Fellow - Cambridge 🌈 AI in Medicine 🧠| Network Neuroscience | Psychosis | Neurodegeneration | Google Women Techmakers Ambassador
👏 A massive thank you to my co-authors and the team working on this PASSIAN Sprint Project: Neil Oxtoby, Timothy Rittman, Bojidar Rangelov, Tom Doel, David Llewellyn, and Zuzana Walker.
Collaboration across clinical and computational science is what truly drives this field forward!!
November 10, 2025 at 2:23 PM
A potential solution: a scalable, cloud-based infrastructure-as-code framework incorporating privacy-preserving federated learning

▶️ This keeps sensitive patient data secure and localised while enabling the training of robust, adaptable AI models. We cover challenges and how to mitigate them.
November 10, 2025 at 2:23 PM
A big problem is that AI/ML models for dementia care are often limited by data unavailability and data drift when moving to the real world. This is even more important now with fast-paced technological innovations and precision medicine for dementia trials.
November 10, 2025 at 2:23 PM
Hi Micah - Would also like to be added to Cog Neuro 2 please :) Thanks so much for putting these together!
November 14, 2024 at 3:38 PM