Article

TAPAS: an open-source software package for Translational Neuromodeling and Computational Psychiatry

2021-03-12

Abstract excerpt

<h4>ABSTRACT</h4> Psychiatry faces fundamental challenges with regard to mechanistically guided differential diagnosis, as well as prediction of clinical trajectories and treatment response of individual patients. This has motivated the genesis of two closely intertwined fields: (i) Translational Neuromodeling (TN), which develops “computational assays” for inferring patient-specific disease processes from neuroi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 4f66441a-b5ea-507a-94e5-a9d9678e9617
DOI: 10.1101/2021.03.12.435091

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

TAPAS: an open-source software package for Translational Neuromodeling and Computational PsychiatryDOI 10.1101/2021.03.12.435091Read

Individual Differences in Computational Psychiatry: A Review of Current ChallengesSemantic proximity Read

Computational Phenotyping in Psychiatry: A Worked Example.Semantic proximity Read

Normative Modelling of Molecular-based Functional Neurocircuits Captures Clinical Heterogeneity Transdiagnostically in Neuropsychiatric PatientsSemantic proximity Read

Theory-Driven Computational Psychiatry and Its Challenges: An Optimistic OutlookSemantic proximity Read

Theory-Driven Computational Psychiatry and Its Challenges: An Optimistic OutlookSemantic proximity Read

Integrating theory-driven and data-driven computational psychiatrySemantic proximity Read

Digital Twin Brain simulation and manipulation of a functional brain network underlying mental illnessSemantic proximity Read

Neuropredictome: a data-driven predictome for cognitive, psychiatric, medical, and lifestyle factors on the brainSemantic proximity Read

Clinical Promise of Brain-Phenotype Modeling: A Review.Semantic proximity Read

Reliable and generalizable brain-based predictions of cognitive functioning across common psychiatric illnessSemantic proximity Read

Task-Based Functional Connectomes Predict Cognitive Phenotypes Across Psychiatric DiseaseSemantic proximity Read

From Serendipity to Precision: Integrating AI, Multi-Omics, and Human-Specific Models for Personalized Neuropsychiatric CareSemantic proximity Read