[Dottorcomp] Insalate di Matematica - C. Mauri (reminder)

[Mbs Insalate Di Matematica]

Dear all,

as a part of the series of seminars *"Insalate di Matematica"*, we remind
you that today there will be a seminar held by Chiara Mauri (Technical
University of Denmark). Here the details:

*Google Meet access link*: meet.google.com/kvn-faoh-myn

*Date and time*: *18**th* *March 2021, 2:00 pm *

*Speaker*:* Chiara Mauri (**Technical University of Denmark**)*

*Title*:* "Generative Bayesian Models for Brain Age Prediction"*

*Abstract*: Our brain continuously develops and changes during life-time
and recent researches show that we can predict a subject’s age right from
his/her brain scan. This brain-based predicted age measures our biological
age, which may differ from the chronological age. Since some neurological
diseases, e.g. Alzheimer, Multiple Sclerosis and Schizophrenia, are known
to cause an accelerated brain aging, predicting a subject’s brain age is a
useful screening tool to early detect the onset of such diseases. While the
majority of methods in the literature for brain age prediction are
discriminative models, the prediction method that we propose is a
generative Bayesian model, which yields interpretable predictions. The main
features and challenges of such models will be discussed.

*Keywords*:  brain age, generative models, Bayesian inference, prediction
models.

*** We inform you that this talk will be recorded and uploaded on our
website. If you join the seminar after the starting time, we kindly ask you
to ensure that your microphone and webcam are turned off ***


We are looking forward to seeing you.

The organizers: Luigi Appolloni, Federico Bernini, Francesca Cottini, Luca
Di Gravina, Ludovico Marini
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