[PDF][PDF] Laboratory models of post-traumatic stress disorder: The elusive bridge to translation
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 …
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 …
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
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 …
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 …
central role in autism diagnosis. The integration of Artificial Intelligence (AI) into the realm of …
Blind Subgrouping of Task-based fMRI
Significant heterogeneity in network structures reflecting individuals' dynamic processes can
exist within subgroups of people (eg, diagnostic category, gender). This makes it difficult to …
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 …
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
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 …
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 …
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 …
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 …
poor decision-making and dysfunctional behavior. It has been suggested that financial …