Christine Ahrends
@cahrends.bsky.social
Neuroscientist, Junior Research Fellow at Linacre College/FMRIB, University of Oxford
Interested in human neuroimaging, brain dynamics, ML & biobanks
Interested in human neuroimaging, brain dynamics, ML & biobanks
I've had a chat with Chris from #TheNakedScientists for the @elife.bsky.social podcast about our new paper "Predicting individual traits from models of brain dynamics accurately and reliably using the Fisher kernel": elifesciences.org/podcast/epis... #neuroskyence
April 16, 2025 at 12:19 PM
I've had a chat with Chris from #TheNakedScientists for the @elife.bsky.social podcast about our new paper "Predicting individual traits from models of brain dynamics accurately and reliably using the Fisher kernel": elifesciences.org/podcast/epis... #neuroskyence
Read the short and sweet version of our new paper about predicting from brain dynamics, featured in elife digests magazine: elifesciences.org/digests/9512... #neuroskyence
The intuition is that our approach uses a useful projection - like shining a light on an object and looking at its shadow
The intuition is that our approach uses a useful projection - like shining a light on an object and looking at its shadow
Predicting individual traits from dynamic brain activity
A combination of machine-learning techniques and more traditional modeling approaches can use the unique patterns of brain activity that evolve over time to predict traits such as age and cognitive ab...
elifesciences.org
February 12, 2025 at 11:12 AM
Read the short and sweet version of our new paper about predicting from brain dynamics, featured in elife digests magazine: elifesciences.org/digests/9512... #neuroskyence
The intuition is that our approach uses a useful projection - like shining a light on an object and looking at its shadow
The intuition is that our approach uses a useful projection - like shining a light on an object and looking at its shadow
Predicting individual traits from models of brain dynamics:
In our new paper with Mark Woolrich & Diego Vidaurre in @elife.bsky.social, we combine a generative model of brain dynamics, here the Hidden Markov Model, with the Fisher kernel to predict individual traits elifesciences.org/articles/95125
In our new paper with Mark Woolrich & Diego Vidaurre in @elife.bsky.social, we combine a generative model of brain dynamics, here the Hidden Markov Model, with the Fisher kernel to predict individual traits elifesciences.org/articles/95125
Predicting individual traits from models of brain dynamics accurately and reliably using the Fisher kernel
The HMM-Fisher kernel approach leverages individual signatures of brain dynamics for prediction, which can be used, for example, to search for brain dynamics-informed biomarkers of neuropsychiatric di...
elifesciences.org
February 7, 2025 at 11:32 AM
Predicting individual traits from models of brain dynamics:
In our new paper with Mark Woolrich & Diego Vidaurre in @elife.bsky.social, we combine a generative model of brain dynamics, here the Hidden Markov Model, with the Fisher kernel to predict individual traits elifesciences.org/articles/95125
In our new paper with Mark Woolrich & Diego Vidaurre in @elife.bsky.social, we combine a generative model of brain dynamics, here the Hidden Markov Model, with the Fisher kernel to predict individual traits elifesciences.org/articles/95125