Anirudh Nihalani Vattikonda

The Bayesian Virtual Epileptic Patient: A probabilistic framework designed to infer the spatial map of epileptogenicity in a personalized large-scale brain model of epilepsy spread

Meysam Hashemi, Anirudh Nihalani Vattikonda, Viktor Ší́p et al. · NeuroImage · 2020 · 133 citations · Full text

Delineating epileptogenic networks using brain imaging data and personalized modeling in drug-resistant epilepsy

Huifang Wang, Marmaduke Woodman, Paul Triebkorn et al. · Science Translational Medicine · 2023 · 101 citations · Full text

On the influence of prior information evaluated by fully Bayesian criteria in a personalized whole-brain model of epilepsy spread

Meysam Hashemi, Anirudh Nihalani Vattikonda, Viktor Ší́p et al. · PLoS Computational Biology · 2021 · 49 citations · Full text

Bayesian Statistic, Social Sciences, Bayesian Inference +17

Multiscale dynamic mean field (MDMF) model relates resting-state brain dynamics with local cortical excitatory–inhibitory neurotransmitter homeostasis

Amit Naskar, Anirudh Nihalani Vattikonda, Gustavo Deco et al. · Network Neuroscience · 2021 · 47 citations · Full text

Simulated Functional Connectivity, Neural Systems, Brain Organization +18

Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators

Meysam Hashemi, Anirudh Nihalani Vattikonda, Jayant Jha et al. · Neural Networks · 2023 · 47 citations · Full text

Bayesian Statistic, Engineering, Machine Learning +20