Hyperbolic embedding of brain networks can predict the surgery outcome in temporal lobe epilepsy Epilepsy surgery, particularly for temporal lobe epilepsy (TLE), remains a vital treatment option for patients with drug-resistant seizures. However, accurately predicting surgical outcomes remains a ...

In our last paper of this year, we introduce a novel biomarker derived from brain connectivity changes caused by Temporal Lobe #epilepsy
surgery, analyzed using #hyperbolic #graphembeddings, to predict surgical success.

arxiv.org/abs/2412.17820

Looking forward to feedback from the community!

#knowledgeGraph #semanticWeb #machineLearning #linkPrediction #neurosymbolicAI #artificialIntelligence #linkedOpenData #graphEmbeddings #embeddings #graphNeuralNetworks