相关实验视频

Updated: May 25, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack

Published on: May 15, 2020

开发一种算法来识别英格兰中等护理中患有精神病的个体:使用心理健康服务数据集的应用

Claire de Oliveira^1,2,3,4,5, Maria Ana Matias¹, María José Aragon Aragon^1,6

¹Centre for Health Economics, University of York, York, UK.

|February 27, 2025

概括

使用心理健康服务数据集 (MHSDS) 开发算法来识别英格兰的精神病病例,证明了其有效性. 这些方法与国家精神病患病率估计相一致,有助于监测和研究.

科学领域:

精神病学和心理健康研究研究
医疗信息学医疗信息学
流行病学流行病学

背景情况:

没有使用英语行政医疗保健数据的确切方法来在中等护理中确定人口层面的精神病.
准确的鉴定对于了解疾病负担和资源分配至关重要.

研究的目的:

在心理健康服务数据集 (MHSDS) 中开发和验证用于识别精神病患者的算法.
评估使用行政数据用于精神病监测的可行性.

主要方法:

开发了12个独特的算法,使用MHSDS数据元素的各种组合 (例如,心理健康集群,HoNOS分数,诊断,第一集精神病标志).
经过验证的算法输出与2017-2018财年和2018-2019财年国家精神病流行率估计相对应.

主要成果:

算法产生了与精神病全国流行率估计相一致的病例数.
根据算法的数据元素 (3-6),确定的病例数量有所不同,但大多数都确定了类似的核心患者群体.

结论:

在英语中等护理中,MHSDS是一个可行的数据来源,用于识别患有精神病的个人.
可以使用多个算法,为监控,研究和政策制定提供灵活性,基于特定的分析需求.

关键词:

行政数据管理数据精神卫生服务数据集精神卫生服务数据集算法算法是一种算法.精神错乱是一种精神病.精神分裂症是一种精神分裂症.

更多相关视频

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment

Published on: January 11, 2020

Handwriting Analysis Indicates Spontaneous Dyskinesias in Neuroleptic Naïve Adolescents at High Risk for Psychosis

Handwriting Analysis Indicates Spontaneous Dyskinesias in Neuroleptic Naïve Adolescents at High Risk for Psychosis

Published on: November 21, 2013

相关概念视频

Diagnostic and Statistical Manual of Mental Disorders (DSM)

Diagnostic and Statistical Manual of Mental Disorders (DSM)

The Diagnostic and Statistical Manual of Mental Disorders (DSM) serves as the primary classification system for mental health disorders, providing standardized diagnostic criteria for clinicians and researchers. First published by the American Psychiatric Association (APA) in 1952, the DSM has undergone several revisions to reflect evolving psychiatric understanding. The fifth edition, DSM-5, released in 2013, introduced key updates that expanded diagnostic categories and modified diagnostic...

Treatment Strategies for Psychological Disorders

Treatment Strategies for Psychological Disorders

Treatment approaches for psychological disorders fall into three main categories: psychological, biological, and sociocultural. Each approach targets different aspects of mental health, requiring varying levels of education and training.
Psychological therapies focus on modifying emotions, thoughts, and behaviors through talking, interpreting, listening, rewarding, challenging, and modeling. Clinical psychologists, counselors, and social workers commonly practice psychotherapy. Clinical...