Monsieur Anirudh Nihalani VATTIKONDA / PhD

Publications

• Amortized Bayesian inference on generative dynamical network models of epilepsy using deep neural density estimators
  Neural Networks, 2023
  Hashemi M, Vattikonda AN, Jha J, Sip V, Woodman MM, Bartolomei F, Jirsa VK
  https://www.sciencedirect.com/science/article/pii/S0893608023001752
  
• Delineating epileptogenic networks using brain imaging data and personalized modeling in drug resistant epilepsy
  Science Translational Medicine, 2023
  Wang HE, Woodman M, Triebkorn P, Lemarechal JD, Jha J, Dollomaja B, Vat- tikonda AN, Sip V, Medina Villalon S, Hashemi M, Guye M
  https://www.science.org/doi/abs/10.1126/scitranslmed.abp8982
  
• Improving epileptogenic zone estimation using Bayesian inference on neural field models
  Nature Communications, 2023
  Vattikonda, A.N., Woodman, M.M., Lemarechal, J.D., Daini D., Hashemi, M., Bartolomei, F, Jirsa, V.K.
  https://www.medrxiv.org/content/10.1101/2023.10.01.23296377v1
  
• Fully Bayesian estimation of virtual brain parameters with self-tuning Hamiltonian Monte Carlo
  Machine Learning: Science and Technology, 2022
  Jha, J., Hashemi, M., Vattikonda, A. N., Wang, H., & Jirsa, V.
  https://iopscience.iop.org/article/10.1088/2632-2153/ac9037/meta
  
• Data-driven method to infer the seizure propagation patterns in an epileptic brain from intracranial electroencephalography
  PLOS computational biology, 2021
  Sip, V., Hashemi, M., Vattikonda, A.N., Woodman, M.M., Wang, H., Scholly, J., Medina Villalon, S., Guye, M., Bartolomei, F. and Jirsa, V.K.
  https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008689
  
• Identifying spatio-temporal seizure propagation patterns in epilepsy using Bayesian Inference
  Communications Biology, 2021
  Anirudh N. Vattikonda, Meysam Hashemi, Viktor Sip, Marmaduke M. Woodman, Fabrice Bartolomei, Viktor K. Jirsa
  not yet provided
  
• On the influence of prior information evaluated by fully Bayesian criteria in a personalized whole-brain model of epilepsy spread
  PLOS computational biology, 2021
  Meysam Hashemi, Anirudh N. Vattikonda, Viktor Sip, Sandra Diaz-Pier, Alexander Peyser, Huifang Wang, Maxime Guye, Fabrice Bartolomei, Marmaduke M. Woodman, Viktor K. Jirsa
  https://journals.plos.org/ploscompbiol/article/metrics?id=10.1371/journal.pcbi.1009129#citedHeader
  
• 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
  NeuroImage, 2020
  Hashemi, M., Vattikonda, A.N., Sip, V., Guye, M., Bartolomei, F., Woodman, M.M. and Jirsa, V.K.
  https://www.sciencedirect.com/science/article/pii/S1053811920303268