A randomized controlled trial of an interactive digital therapeutic for stress and burnout management [0.03%]
一种用于压力和身心疲惫管理的互动数字疗法的随机对照试验
Katharina M Rischer,Linda T Betz,Antje Riepenhausen et al.
Katharina M Rischer et al.
This pragmatic randomized controlled trial examined the effectiveness of reviga, a self-guided digital intervention based on cognitive behavioral therapy, in reducing work-related stress symptoms. A total of 290 adults experiencing signific...
Reply: Matters Arising: The importance of understanding AI's impact on physician behavior [0.03%]
关于来信的回复:了解人工智能对医师行为影响的重要性
Katie Ryan,Hyun-Joon Yang,Bohye Kim et al.
Katie Ryan et al.
We respond to the Matters Arising article by Bernstein et al. in response to our recent article “Assessing the impact of AI on physician decision-making for mental health treatment in primary care”. Their response highlights the significa...
Matters Arising: The importance of understanding AI's impact on physician behavior [0.03%]
亟待解决的问题——理解人工智能对医师行为影响的重要性
Michael H Bernstein,Brian Sheppard,Michael A Bruno et al.
Michael H Bernstein et al.
In a prior edition of this journal, Ryan and colleagues conducted an experiment to examine the role of AI on physician decision making. They observed that 67% of physicians who initially recommended against treatment, but later viewed AI ou...
An assessment of the informativeness of clinical trials in digital mental health [0.03%]
数字精神卫生临床试验信息量的评估
Bridianne ODea,Sally Rooke,Eliza-Rose Gordon et al.
Bridianne ODea et al.
Clinical trials in digital mental health have grown rapidly, yet little research has examined their informativeness. This study assessed the proportions of recent trials that met indicators of informativeness and explored related factors. U...
"Developing machine learning models of self-reported and register-based data to predict eating disorders in adolescence" [0.03%]
“利用自填式和基于登记的数据开发机器学习模型以预测青少年的饮食紊乱”
Alexandros Katsiferis,Andrea Joensen,Liselotte Vogdrup Petersen et al.
Alexandros Katsiferis et al.
Early detection and prevention of eating disorders (EDs) in adolescence are crucial yet challenging. We developed and validated diagnostic and prognostic models to predict EDs using data from 44,357 Danish National Birth Cohort participants...
Personalizing a mental health texting intervention using reinforcement learning [0.03%]
使用增强学习个性化心理健康短信干预措施
Marvyn R Arévalo Avalos,Karina Rosales,Chris Karr et al.
Marvyn R Arévalo Avalos et al.
StayWell is a 60-day CBT/DBT-based text messaging intervention which leverages reinforcement learning algorithms to support mental health. Participants were randomly assigned to receiving personalized messaging (adaptive arm), static messag...
Identifying psychiatric manifestations in outpatients with depression and anxiety: a large language model-based approach [0.03%]
基于大型语言模型识别抑郁和焦虑门诊患者的心理表现
Shihao Xu,Yiming Yan,Yanli Ding et al.
Shihao Xu et al.
Accurate psychiatric diagnosis and assessment are crucial for effective treatment. However, current diagnostic approaches heavily rely on subjective observations constrained by time and clinical resources. This study investigates the potent...
FDA-authorized software as a medical device in mental health: a perspective on evidence, device lineage, and regulatory challenges [0.03%]
美国食品和药物管理局授权的心理健康软件医疗器械:关于证据、设备传承性和监管挑战的观点
Julian Herpertz,Ariel D Stern,Nils Opel et al.
Julian Herpertz et al.
FDA approval is widely regarded as a benchmark of quality for medical devices. However, concerns persist regarding its regulatory framework for digital mental health devices. This perspective article examined FDA-authorized Software as a Me...
Reply to: A response to loneliness and suicide mitigation for students using GPT3-enabled chatbots [0.03%]
孤独和自杀干预回应:利用GPT-3技术的聊天机器人对学生进行心理支持回复论文
Bethanie Maples,Merve Cerit,Aditya Vishwanath et al.
Bethanie Maples et al.
This reply addresses concerns raised in the Matters Arising letter, emphasizing the rigor of our empirical study on student well-being outcomes with ISAs. We clarify methodological decisions, address speculative claims regarding Replika's m...
Matters arising: a response to loneliness and suicide mitigation for students using GPT3-enabled chatbots [0.03%]
应对孤独和防止学生自杀的GPT3启用聊天机器人的方法响应
Julia Witte Zimmerman,Alejandro J Ruiz
Julia Witte Zimmerman
In their recent paper1, Maples et al. surveyed users of the Replika app2. Among their results, they reported that participants were relatively lonely and used Replika for diverse purposes, and emphasized that "3% reported that Replika halte...