Felix Strakeljahn
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Author Swipe
View article: Using machine learning to predict persecutory beliefs based on aetiological models of delusions identified in a systematic literature search
Using machine learning to predict persecutory beliefs based on aetiological models of delusions identified in a systematic literature search Open
View article: Development and validation of the A-JOURNEY questionnaire to measure stressors and resources of trans people
Development and validation of the A-JOURNEY questionnaire to measure stressors and resources of trans people Open
Background: Various lines of research explore how psychosocial factors like gender dysphoria, minority stress, gender euphoria, and social support affect trans people’s mental health. Conceptualizations of these factors have continuously e…
View article: Predicting experiences of paranoia and auditory verbal hallucinations in daily life with ambulatory sensor data – A feasibility study
Predicting experiences of paranoia and auditory verbal hallucinations in daily life with ambulatory sensor data – A feasibility study Open
Background Prediction models that can detect the onset of psychotic experiences are a key component of developing Just-In-Time Adaptive Interventions (JITAI). Building these models on passively collectable data could substantially reduce u…
View article: Predicting the onset of psychotic experiences in daily life with the use of ambulatory sensor data – A proof-of-concept study
Predicting the onset of psychotic experiences in daily life with the use of ambulatory sensor data – A proof-of-concept study Open
Using passively collectible variables to predict the onset of psychotic experiences is possible and prediction models improve with additional information about lifetime experiences of psychotic symptoms. Generalizing to new individuals sho…
View article: Sleep spindle activity and psychotic experiences: Examining the mediating roles of attentional performance and perceptual distortions in a daytime nap study
Sleep spindle activity and psychotic experiences: Examining the mediating roles of attentional performance and perceptual distortions in a daytime nap study Open
Decreased sleep spindle activity in individuals with psychotic disorders is well studied, but its contribution to psychotic symptom formation is not well understood. This study explored potential underlying mechanisms explaining the associ…
View article: Sleep spindle activity and psychotic experiences: the mediating roles of attentional performance and perceptual distortions
Sleep spindle activity and psychotic experiences: the mediating roles of attentional performance and perceptual distortions Open
Deficits in sleep spindle activity in individuals with psychotic disorders could represent a neurobiological marker of (premorbid) attentional deficits and perceptual distortions that ultimately add to psychotic symptom formation. We analy…
View article: Taking a machine learning approach to optimize prediction of vaccine hesitancy in high income countries
Taking a machine learning approach to optimize prediction of vaccine hesitancy in high income countries Open
View article: A machine learning approach to identify psychological factors driving vaccine hesitancy in high income countries
A machine learning approach to identify psychological factors driving vaccine hesitancy in high income countries Open
Understanding factors driving vaccine hesitancy is crucial to vaccination success. We surveyed adults (N = 2510) from February to March 2021 across five sites (Australia = 502, Germany = 516, Hong Kong = 445, UK = 512, USA = 535) using a c…
View article: A machine learning approach to identify psychological factors driving vaccine hesitancy in high income countries
A machine learning approach to identify psychological factors driving vaccine hesitancy in high income countries Open
Understanding factors driving vaccine hesitancy is crucial to vaccination success. We surveyed adults (N=2510) from February to March 2021 across five sites (Australia=502, Germany=516, Hong Kong=445, UK=512, USA=535) using a cross-section…