Deep Learning for Cross-Diagnostic Prediction of Mental Disorder Diagnosis and Prognosis Using Danish Nationwide Register and Genetic Data.
Sign Up to like & getrecommendations! Published in 2022 at "JAMA psychiatry"
DOI: 10.1001/jamapsychiatry.2022.4076
Abstract: Importance Diagnoses and treatment of mental disorders are hampered by the current lack of objective markers needed to provide a more precise diagnosis and treatment strategy. Objective To develop deep learning models to predict mental… read more here.
Keywords: diagnosis; cross diagnostic; prediction; mental disorder ... See more keywords
Cross-diagnostic evaluation of minor physical anomalies in psychiatric disorders.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of psychiatric research"
DOI: 10.1016/j.jpsychires.2021.07.028
Abstract: BACKGROUND Minor physical anomalies (MPA) are markers of impaired neurodevelopment during the prenatal stage. Assessing MPA across psychiatric disorders may help understand their shared nature. In addition, MPA in family members would indicate a shared… read more here.
Keywords: minor physical; psychiatric disorders; disorder; physical anomalies ... See more keywords
Cross-diagnostic analysis of cognitive control in mental illness: Insights from the CNTRACS consortium
Sign Up to like & getrecommendations! Published in 2019 at "Schizophrenia Research"
DOI: 10.1016/j.schres.2019.01.018
Abstract: BACKGROUND In recent years, psychiatry research has increasingly focused on understanding mental illnesses from a cross-diagnostic, dimensional perspective in order to better align their neurocognitive features with underlying neurobiological mechanisms. In this multi-site study, we… read more here.
Keywords: cognitive control; lapsing rate; control; cross diagnostic ... See more keywords
Latent Factors of Language Disturbance and Relationships to Quantitative Speech Features
Sign Up to like & getrecommendations! Published in 2022 at "Schizophrenia bulletin"
DOI: 10.1101/2022.03.31.22273263
Abstract: Background and Hypothesis Quantitative acoustic and textual measures derived from speech ("speech features") may provide valuable biomarkers for psychiatric disorders, particularly schizophrenia spectrum disorders (SSD). We sought to identify cross-diagnostic latent factors for speech disturbance… read more here.
Keywords: disturbance; speech; cross diagnostic; speech features ... See more keywords
ZNF804A Gene Variants Have a Cross-diagnostic Influence on Psychosis and Treatment Improvement in Mood Disorders
Sign Up to like & getrecommendations! Published in 2020 at "Clinical Psychopharmacology and Neuroscience"
DOI: 10.9758/cpn.2020.18.2.231
Abstract: Objective Genetic variations in the gene encoding zinc finger protein 804A gene (ZNF804A) have been associated with major depression and bipolar disorder. In this work we focused on the potential influence of ZNF804A variations on… read more here.
Keywords: improvement; znf804a; treatment; disorder ... See more keywords