161 citations · 343 across the 17 of their papers we have counts for
4 papers · 1 filter
Stabilizing Machine Learning for Reproducible and Explainable Results: A Novel Validation Approach to Subject-Specific Insights
Gideon Vos, Liza van Eijk, Zoltan Sarnyai +1
Machine Learning is transforming medical research by improving diagnostic accuracy and personalizing treatments. General ML models trained on large datasets identify broad patterns…
The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning Models
Gideon Vos, Maryam Ebrahimpour, Liza van Eijk +2
Introduction Schizophrenia is a severe mental disorder, and early diagnosis is key to improving outcomes. Its complexity makes predicting onset and progression challenging. EEG has…
Stress Monitoring Using Low-Cost Electroencephalogram Devices: A Systematic Literature Review
Gideon Vos, Maryam Ebrahimpour, Liza van Eijk +2
Introduction. Low-cost health monitoring devices are increasingly being used for mental health related studies including stress. While cortisol response magnitude remains the gold…
Behind-the-horizon excitations from a single 2d CFT
Souvik Banerjee, Gideon Vos
In this work, we consider the atypical non-equilibrium state found in [1708.06328] which holographically represents a behind-the-horizon excitation in a blackhole spacetime. The sp…