Contemporaneous symptom networks of multidimensional symptom experiences in cancer survivors: A network analysis
Sign Up to like & getrecommendations! Published in 2022 at "Cancer Medicine"
DOI: 10.1002/cam4.4904
Abstract: Symptom networks can provide empirical evidence for the development of personalized and precise symptom management strategies. However, few studies have explored the symptom networks of multidimensional symptom experiences in cancer survivors. The objectives of this… read more here.
Keywords: experiences cancer; networks multidimensional; symptom experiences; multidimensional symptom ... See more keywords
Conditional Gaussian graphical model for estimating personalized disease symptom networks
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DOI: 10.1002/sim.9274
Abstract: The co‐occurrence of symptoms may result from the direct interactions between these symptoms and the symptoms can be treated as a system. In addition, subject‐specific risk factors (eg, genetic variants, age) can also exert external… read more here.
Keywords: conditional gaussian; gaussian graphical; symptom networks; graphical model ... See more keywords
Dynamic symptom networks across different at-risk stages for psychosis: An individual and transdiagnostic perspective
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DOI: 10.1016/j.schres.2021.11.018
Abstract: The clinical staging model distinguishes different stages of mental illness. Early stages, are suggested to be more mild, diffuse and volatile in terms of expression of psychopathology than later stages. This study aimed to compare… read more here.
Keywords: symptom networks; psychopathology; density; symptom ... See more keywords
Evidence That Psychopathology Symptom Networks Have Limited Replicability
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DOI: 10.1037/abn0000276
Abstract: Network analysis is quickly gaining popularity in psychopathology research as a method that aims to reveal causal relationships among individual symptoms. To date, 4 main types of psychopathology networks have been proposed: (a) association networks,… read more here.
Keywords: evidence psychopathology; replicability; psychopathology symptom; symptom networks ... See more keywords
Comparing PTSD symptom networks in type I vs. type II trauma survivors
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DOI: 10.1080/20008066.2022.2114260
Abstract: ABSTRACT Background: Network analysis has gained increasing attention as a new framework to study complex associations between symptoms of post-traumatic stress disorder (PTSD). A number of studies have been published to investigate symptom networks on… read more here.
Keywords: trauma; ptsd symptom; symptom networks; type ... See more keywords
Study protocol for a prospective cohort study examining the predictive potential of dynamic symptom networks for the onset and progression of psychosis: the Mapping Individual Routes of Risk and Resilience (Mirorr) study
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DOI: 10.1136/bmjopen-2017-019059
Abstract: Introduction Our current ability to predict the course and outcome of early psychotic symptoms is limited, hampering timely treatment. To improve our understanding of the development of psychosis, a different approach to psychopathology may be… read more here.
Keywords: progression; study; mapping individual; symptom networks ... See more keywords
Deriving symptom networks from digital phenotyping data in serious mental illness
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DOI: 10.1192/bjo.2020.94
Abstract: Background Symptoms of serious mental illness are multidimensional and often interact in complex ways. Generative models offer value in elucidating the underlying relationships that characterise these networks of symptoms. Aims In this paper we use… read more here.
Keywords: phenotyping data; serious mental; digital phenotyping; symptom networks ... See more keywords