This book constitutes the refereed proceedings of the 13th International Conference on Brain Informatics, BI 2020, held in Padua, Italy, in September 2020. The conference was held virtually due to the COVID-19 pandemic.
The 33 full papers were carefully reviewed and selected from 57 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; investigations of human information processing systems; brain big data analytics, curation and management; informatics paradigms for brain and mental health research; and brain-machine intelligence and brain-inspired computing.
Cognitive and Computational Foundations Of Brain Science.- An Adaptive Computational Fear-Avoidance Model Applied to Genito-Pelvic Pain/Penetration Disorder.- Are We Producing Narci-nials? An Adaptive Agent Model for Parental Influence.- A Systematic Assessment of Feature Extraction Methods for Robust Prediction of Neuropsychological Scores from Functional Connectivity Data.- The Effect of Loss-Aversion on Strategic Behaviour of Players in Divergent Interest Tacit Coordination Games.- Effect of the Gamma Entrainment Frequency in Pertinence to Mood, Memory and Cognition.- Investigations of Human Information Processing Systems.- Temporal-Spatial-Spectral Investigation of Brain Network Dynamics in Human Speech Perception.- Precise estimation of Resting State Functional Connectivity Using Empirical Mode Decomposition.- 3D DenseNet Ensemble in 4-Way Classification of Alzheimer's Disease.- Dynamic Functional Connectivity Captures Individuals' Unique Brain Signatures.- Differential Effects of Trait Empathy on Functional Network Centrality.- Classification of PTSD and non-PTSD Using Cortical Structural Measures in Machine Learning Analyses | Preliminary Study of ENIGMA-Psychiatric Genomics Consortium PTSD Workgroup.- Segmentation of Brain Tumor Tissues in Multi-lÍ