V. D. Calhoun

Association between the oral microbiome and brain resting state connectivity in schizophrenia

This study investigates the association between oral microbiome composition and brain functional connectivity in schizophrenia, finding significant microbiome shifts and correlations with brain network alterations.

A spatially constrained independent component analysis jointly informed by structural and functional network connectivity

This paper introduces sfCICA, a multi-modal ICA model combining structural and functional brain connectivity to estimate ICNs, showing improved modularity and network distinction in schizophrenia.

FUNCTIONAL NETWORK CONNECTIVITY (FNC)-BASED GENERATIVE ADVERSARIAL NETWORK (GAN) AND ITS APPLICATIONS IN CLASSIFICATION OF MENTAL DISORDERS

This paper introduces an FNC-based GAN for classifying mental disorders from fMRI data, achieving higher accuracy than existing methods in MDD and schizophrenia classification.

SPARSE INFOMAX BASED ON HOYER PROJECTION AND ITS APPLICATION TO SIMULATED STRUCTURAL MRI AND SNP DATA

This paper introduces a sparse infomax algorithm using Hoyer projection for improved pattern recovery in simulated structural MRI and SNP data, showing better sparseness and performance under low signal-to-noise ratio conditions.