[PDF][PDF] Laboratory models of post-traumatic stress disorder: The elusive bridge to translation

JE Dunsmoor, JM Cisler, GA Fonzo, SK Creech… - Neuron, 2022 - cell.com
Post-traumatic stress disorder (PTSD) is a debilitating mental illness composed of a
heterogeneous collection of symptom clusters. The unique nature of PTSD as arising from a …

Artificial intelligence in systematic reviews: promising when appropriately used

SHB van Dijk, MGJ Brusse-Keizer, CC Bucsán… - BMJ open, 2023 - bmjopen.bmj.com
Background Systematic reviews provide a structured overview of the available evidence in
medical-scientific research. However, due to the increasing medical-scientific research …

Current approaches in computational psychiatry for the data-driven identification of brain-based subtypes

LR Brucar, E Feczko, DA Fair, A Zilverstand - Biological psychiatry, 2023 - Elsevier
The ability of our current psychiatric nosology to accurately delineate clinical populations
and inform effective treatment plans has reached a critical point with only moderately …

[HTML][HTML] An Umbrella Review of the Fusion of fMRI and AI in Autism

D Giansanti - Diagnostics, 2023 - mdpi.com
The role of functional magnetic resonance imaging (fMRI) is assuming an increasingly
central role in autism diagnosis. The integration of Artificial Intelligence (AI) into the realm of …

Blind Subgrouping of Task-based fMRI

ZF Fisher, J Parsons, KM Gates, JB Hopfinger - Psychometrika, 2023 - Springer
Significant heterogeneity in network structures reflecting individuals' dynamic processes can
exist within subgroups of people (eg, diagnostic category, gender). This makes it difficult to …

Systematic reviews of machine learning in healthcare: a literature review

K Kolasa, B Admassu… - Expert Review of …, 2024 - Taylor & Francis
Introduction The increasing availability of data and computing power has made machine
learning (ML) a viable approach to faster, more efficient healthcare delivery. Methods A …

Increasing resolution in stress neurobiology: from single cells to complex group behaviors

L Miranda, J Bordes, S Gasperoni, JP Lopez - Stress, 2023 - Taylor & Francis
Stress can have severe psychological and physiological consequences. Thus, inappropriate
regulation of the stress response is linked to the etiology of mood and anxiety disorders. The …

[HTML][HTML] Neuroimaging based biotypes for precision diagnosis and prognosis in cancer-related cognitive impairment

SR Kesler, AM Henneghan, S Prinsloo… - Frontiers in …, 2023 - ncbi.nlm.nih.gov
Cancer related cognitive impairment (CRCI) is commonly associated with cancer and its
treatments, yet the present binary diagnostic approach fails to capture the full spectrum of …

[HTML][HTML] Understanding as a bottleneck for the data-driven approach to psychiatric science

B Crook - Philosophy and the Mind Sciences, 2023 - philosophymindscience.org
The data-driven approach to psychiatric science leverages large volumes of patient data to
construct machine learning models with the goal of optimizing clinical decision making …

[HTML][HTML] Tunneling, cognitive load and time orientation and their relations with dietary behavior of people experiencing financial scarcity–an AI-assisted scoping review …

A van der Veer, T Madern… - … Journal of Behavioral …, 2024 - ijbnpa.biomedcentral.com
The concept of a financial scarcity mindset has raised much attention as an explanation for
poor decision-making and dysfunctional behavior. It has been suggested that financial …