Identification of neural connectivity signatures of autism using machine learning

G Deshpande, LE Libero, KR Sreenivasan… - Frontiers in human …, 2013 - frontiersin.org
Alterations in interregional neural connectivity have been suggested as a signature of the
pathobiology of autism. There have been many reports of functional and anatomical …

Representations of modality-general valence for videos and music derived from fMRI data

J Kim, SV Shinkareva, DH Wedell - NeuroImage, 2017 - Elsevier
This study tested for neural representations of valence that are shared across visual and
auditory modalities referred to as modality-general representations. On a given trial …

The neural representations of emotional experiences are more similar than those of neutral experiences

M Riberto, R Paz, G Pobric, D Talmi - Journal of Neuroscience, 2022 - Soc Neuroscience
Stimuli that evoke the same feelings can nevertheless look different and have different
semantic meanings. Although we know much about the neural representation of emotion …

Classifying and characterizing nicotine use disorder with high accuracy using machine learning and resting‐state fMRI

RR Wetherill, H Rao, N Hager, J Wang… - Addiction …, 2019 - Wiley Online Library
Cigarette smoking continues to be a leading cause of preventable morbidity and mortality.
Although the majority of smokers report making a quit attempt in the past year, smoking …

Representations of modality‐specific affective processing for visual and auditory stimuli derived from functional magnetic resonance imaging data

SV Shinkareva, J Wang, J Kim, MJ Facciani… - Human brain …, 2014 - Wiley Online Library
There is converging evidence that people rapidly and automatically encode affective
dimensions of objects, events, and environments that they encounter in the normal course of …

Construction of embedded fMRI resting-state functional connectivity networks using manifold learning

IK Gallos, E Galaris, CI Siettos - Cognitive neurodynamics, 2021 - Springer
We construct embedded functional connectivity networks (FCN) from benchmark resting-
state functional magnetic resonance imaging (rsfMRI) data acquired from patients with …

Neuronal correlates of cognitive control during gaming revealed by near-infrared spectroscopy

M Witte, M Ninaus, SE Kober, C Neuper, G Wood - PloS one, 2015 - journals.plos.org
In everyday life we quickly build and maintain associations between stimuli and behavioral
responses. This is governed by rules of varying complexity and past studies have identified …

Testing the bipolar assumption of Singer-Loomis Type Deployment Inventory for Korean adults using classification and multidimensional scaling

S Lee, J Kim - Frontiers in Psychology, 2024 - frontiersin.org
In this study, we explored whether the Korean version of Singer Loomis Type Deployment
Inventory II (K-SLTDI) captures the opposing tendencies of Jung's theory of psychological …

Taste the music: Modality-general representation of affective states derived from auditory and gustatory stimuli

C Park, J Kim - Cognition, 2024 - Elsevier
Prior studies have extensively examined modality-general representation of affect across
various sensory modalities, particularly focusing on auditory and visual stimuli. However …

[HTML][HTML] Pharmacogenomic network analysis of the gene-drug interaction landscape underlying drug disposition

Y Zhou, VM Lauschke - Computational and Structural Biotechnology …, 2020 - Elsevier
In recent decades the identification of pharmacogenomic gene-drug associations has
evolved tremendously. Despite this progress, a major fraction of the heritable inter-individual …