Browsing by author "Crouse, Jacob"
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The Application of Unsupervised Clustering Methods to Alzheimer’s Disease
Alashwal, Hany; El Halaby, Mohamed; Crouse, Jacob; Abdalla, Areeg; Moustafa, AhmedPublished 2019-01-01Clustering is a powerful machine learning tool for detecting structures in datasets. In the medical field, clustering has been proven to be a powerful tool for discovering patterns and structure in labeled and unlabeled ...Open AccessArticle -
Cohort profile: the Brain and Mind Centre Optymise cohort: tracking multidimensional outcomes in young people presenting for mental healthcare
Carpenter, Joanne; Iorfino, Frank; Cross, Shane; Nichles, Alissa; Zmicerevska, Natalia; Crouse, Jacob; Palmer, Jake; Whitton, Alexis; White, Django; Naismith, Sharon; Guastella, Adam; Hermens, Daniel; Scott, Jan; Scott, Elizabeth; Hickie, IanPublished 2020-01-01Purpose The Brain and Mind Centre (BMC) Optymise cohort assesses multiple clinical and functional domains longitudinally in young people presenting for mental health care and treatment. Longitudinal tracking of this cohort ...Open AccessArticle -
A commentary on: “A 12-year population-based study of freezing of gait in Parkinson's disease”
Crouse, Jacob; Moustafa, AhmedPublished 2015-06-02Open AccessArticle, Letter -
Depression Following Major Life Transitions in Women: A Review and Theory
Moustafa, Ahmed; Crouse, Jacob; Herzallah, Mohammad; Salama, Mohamed; Mohamed, Wael; Misiak, Błażej; Frydecka, Dorota; Al-Dosari, Nasser; Megreya, Ahmed; Mattock, KarenPublished 2020Depression can occur due to common major life transitions, such as giving birth, menopause, retirement, empty-nest transition, and midlife crisis. Although some of these transitions are perceived as positive (e.g., giving ...Article -
Exploring associations between early substance use and longitudinal socio-occupational functioning in young people engaged in a mental health service
Crouse, Jacob; Chitty, Kate; Iorfino, Frank; White, Django; Nichles, Alissa; Zmicerevska, Natalia; Guastella, Adam; Moustafa, Ahmed; Hermens, Daniel; Scott, Elizabeth; Hickie, IanPublished 2019-01-17Neuropsychiatric disorders (including substance misuse) are associated with the greatest burden of functional disability in young people, and contributory factors remain poorly understood. Early-onset substance use is one ...Open AccessArticle -
Modelling associations between neurocognition and functional course in young people with emerging mental disorders: a longitudinal cohort study
Crouse, Jacob; Chitty, Kate; Iorfino, Frank; Carpenter, Joanne; White, Django; Nichles, Alissa; Zmicerevska, Natalia; Guastella, Adam; Scott, Elizabeth; Lee, Rico; Naismith, Sharon; Scott, Jan; Hermens, Daniel; Hickie, IanPublished 2020-01-21Neurocognitive impairment is commonly associated with functional disability in established depressive, bipolar and psychotic disorders. However, little is known about the longer-term functional implications of these ...Open AccessArticle -
The neuropsychological profiles of young psychosis patients with and without current cannabis use
Bogaty, Sophia; Crouse, Jacob; Hickie, Ian; Hermens, DanielPublished 2019Introduction: Evidence suggests that patients with psychosis who have a history of cannabis use, but currently abstain, demonstrate superior cognitive performance than patients who have never used cannabis. The present ...Article -
Transdiagnostic neurocognitive subgroups and functional course in young people with emerging mental disorders: a cohort study.
Crouse, Jacob; Chitty, Kate; Iorfino, Frank; Carpenter, Joanne; White, Django; Nichles, Alissa; Zmicerevska, Natalia; Tickell, Ashleigh; Lee, Rico; Naismith, Sharon; Scott, Elizabeth; Scott, Jan; Hermens, Daniel; Hickie, IanPublished 2020-03-19Background Neurocognitive impairments robustly predict functional outcome. However, heterogeneity in neurocognition is common within diagnostic groups, and data-driven analyses reveal homogeneous neurocognitive subgroups ...Open AccessArticle -
Youth Mental Health Tracker: protocol to establish a longitudinal cohort and research database for young people attending Australian mental health services
Rohleder, Cathrin; Song, Yun Ju Christine; Crouse, Jacob; Davenport, Tracey; Iorfino, Frank; Hamilton, Blake; Zmicerevska, Natalia; Nichles, Alissa; Carpenter, Joanne; Tickell, Ashleigh; Wilson, Chloe; Cross, Shane; Guastella, Adam; Koethe, Dagmar; Leweke, F Markus; Scott, Elizabeth; Hickie, IanPublished 2020-01-01Introduction Mental disorders are a leading cause of long-term disability worldwide. Much of the burden of mental ill-health is mediated by early onset, comorbidities with physical health conditions and chronicity of the ...Open AccessArticle
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