Optimising the use of electronic medical records for large scale research in psychiatry

D Newby, N Taylor, DW Joyce… - Translational Psychiatry, 2024 - nature.com
The explosion and abundance of digital data could facilitate large-scale research for
psychiatry and mental health. Research using so-called “real world data”—such as …

Early trajectory of clinical global impression as a transdiagnostic predictor of psychiatric hospitalisation: a retrospective cohort study

M Taquet, K Griffiths, EOC Palmer, S Ker… - The Lancet …, 2023 - thelancet.com
Background Identifying patients most at risk of psychiatric hospitalisation is crucial to
improving service provision and patient outcomes. Existing predictors focus on specific …

[HTML][HTML] A review of information sources and analysis methods for data driven decision aids in child and adolescent mental health services

K Koochakpour, Ø Nytrø, BL Leventhal… - International Journal of …, 2024 - Elsevier
Objective Clinical data analysis relies on effective methods and appropriate data.
Recognizing distinctive clinical services and service functions may lead to improved …

Identifying causal effects of the clinical sentiment of patients' nursing notes on anticipated fall risk stratification

H Yu, X Zuo, J Tang, Y Fu - Information Processing & Management, 2023 - Elsevier
Stratifying patients with high risks of falling based on assessment with nursing notes is
essential for tailoring anticipated fall prevention strategies. However, the average exposure …

[HTML][HTML] Associations of comorbid substance use disorders with clinical outcomes in schizophrenia using electronic health record data

R Patel, KMY Chan, EOC Palmer, M Valko… - Schizophrenia …, 2023 - Elsevier
Background and hypothesis Schizophrenia and comorbid substance use disorders (SUDs)
are associated with poor treatment outcomes but differences between the associations of …

[HTML][HTML] Healthcare resource utilisation and suicidal ideation amongst adolescents in the US with posttraumatic stress disorder, major depressive disorder, and …

KMY Chan, LT Low, JG Wong, S Kuah… - Journal of Affective …, 2024 - Elsevier
Background While PTSD is commonly associated with multiple comorbidities, studies have
yet to quantify the impact of these comorbidities on key clinical outcomes and HCRU. This …

[HTML][HTML] Enhancing pre-trained contextual embeddings with triplet loss as an effective fine-tuning method for extracting clinical features from electronic health record …

D Kulkarni, A Ghosh, A Girdhari, S Liu, LA Vance… - Natural Language …, 2024 - Elsevier
The development and application of real-world evidence in the field of mental health trails
other therapeutic areas like oncology and cardiovascular diseases, largely because of the …

Comparative effectiveness study of paliperidone palmitate 6-month with a real-world external comparator arm of paliperidone palmitate 1-month or 3-month in patients …

I Turkoz, J Wong, B Chee, U Siddiqui… - Therapeutic …, 2023 - journals.sagepub.com
Background: The paliperidone palmitate 6-month (PP6M) long-acting injectable formulation
is currently the longest dosing interval available for schizophrenia treatment. Objective: To …

Characterizing psychopharmacological prescribing practices in a large cohort of adolescents with borderline personality disorder

S Hauryski, A Potts, A Swigart, D Babinski… - … Personality Disorder and …, 2024 - Springer
Background Psychiatric medications are not efficacious for treating borderline personality
disorder (BPD), yet many patients with BPD are prescribed multiple psychiatric medications …

Real world analysis of treatment change and response in adults with attention-deficit/hyperactivity disorder (ADHD) alone and with concomitant psychiatric …

C Liman, J Schein, A Wu, X Huang, S Thadani… - BMC psychiatry, 2024 - Springer
Background The objectives of this study were to examine the association of psychiatric
comorbidities and patient characteristics with treatment change and response as well as to …