February 24, 2023
Functional connectivity analysis of the depression connectome provides potential markers and targets for transcranial magnetic stimulation
Joint study with Monash University compares functional connectivity patterns in TMS responders vs non-responders for MDD treatment. Machine learning identified potential treatment targets.
April 7, 2021
Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models
This manuscript unveils a novel method for investigating which brain regions are most responsible for greater scores on psychometric tests such as the PANSS for Schizophrenia - Hollow Tree Super.
April 1, 2021
Targeting location relates to treatment response in active but not sham rTMS stimulation
A re-opened investigation utilizing o8t atlassing revealed that inaccurate targeting of the dlPFC in veterans reduced treatment response.
November 23, 2020
Application of structural and functional connectome mismatch for classification and individualized therapy for Alzheimers disease
By utilizing the o8t Infinitome processing pipeline, this study revealed connectomic anomalies in the Default Mode Network (DMN) which underpinned the progression of Alzheimer's Disease.
