Our Research

Omniscient Neurotechnology conducts independent and collaborative research with institutions around the world. Using our Quicktome and Infinitome pipelines, we provide insight into neuropathology through advanced brain mapping and connectomic analyses.

 

Explore our research

Highlighted Publications

Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models

April 7, 2021

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.

Targeting location relates to treatment response in active but not sham rTMS stimulation

April 1, 2021

A re-opened investigation utilizing o8t atlassing revealed that inaccurate targeting of the dlPFC in veterans reduced treatment response.

Application of structural and functional connectome mismatch for classification and individualized therapy for Alzheimers disease

November 23, 2020

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.

Unexpected hubness: a proof‑of‑concept study of the human connectome using pagerank centrality and implications for intracerebral neurosurgery

November 4, 2020

By utilizing PageRank Centrality, a common algorithm for search engine optimization, we investigated the remapping of neural hubs in individuals suffering from Schizophrenia.

Unexpected hubness: a proof‑of‑concept study of the human connectome using pagerank centrality and implications for intracerebral neurosurgery

November 4, 2020

By utilizing PageRank Centrality, a common algorithm for search engine optimization, we investigated the remapping of neural hubs in individuals suffering from Schizophrenia.

Citing our software

Infinitome for Academic Research:

Omniscient Neurotechnology Pty. Ltd. (o8t) (2020). Infinitome [Computer software]. https://infinitome.o8t.com/. Sydney, Australia.

Quicktome for Neurosurgical Approaches:

Omniscient Neurotechnology Pty. Ltd. (o8t) (2021). Quicktome [Computer software]. https://quicktome.o8t.com/. Sydney, Australia.

Collaboration and future research

We are always interested in engaging with passionate research groups - register your interest to work with our talented data science team below

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