基本信息
浏览量:64
职业迁徙
个人简介
Mental illnesses are complex brain diseases that vary over time, environments, and social settings. Our team uses digital technologies like smartphones and wearable sensors to capture the lived experiences of those with mental illness across numerous domains ranging from cognition to sleep, mood to screen time, step count to circadian rhythms. Drawing from clinical psychiatry, neuroscience, computer science, and data science – our team applies machine learning methods to uncover new patterns about mental health that allow better prediction illness and personalization of treatment.
Our digital work centers around a digital health platform we have created called mindLAMP (Learn, Assess, Manage, Prevent) that enables digital phenotyping, mobile interventions, and remote research. With the CORTEX platform, our analysis tool that automatically turns patient or participant data into useful features, we aim provide valuable insight to clinicians and researchers. Together we are able to offer digital phenotyping designed to inform neuroscience. Our team is active in studying schizophrenia, depression, and anxiety disorders across the lifespan and building bridges between behavioral and neurosciences. Because of the scalability of this work, we have active projects in India, Australia, Canada, the UK, and many US sites.
Our digital work centers around a digital health platform we have created called mindLAMP (Learn, Assess, Manage, Prevent) that enables digital phenotyping, mobile interventions, and remote research. With the CORTEX platform, our analysis tool that automatically turns patient or participant data into useful features, we aim provide valuable insight to clinicians and researchers. Together we are able to offer digital phenotyping designed to inform neuroscience. Our team is active in studying schizophrenia, depression, and anxiety disorders across the lifespan and building bridges between behavioral and neurosciences. Because of the scalability of this work, we have active projects in India, Australia, Canada, the UK, and many US sites.
研究兴趣
论文共 528 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Natalia Macrynikola, Zareen Mir, Tishmattie Gopal, Erica Rodriguez, Sunnie Li, Milann Cox,Gloria Yeh,John Torous
Npj mental health researchno. 1 (2024): 14-14
JAMA psychiatry (2024)
Cassandra M J Wannan,Barnaby Nelson,Jean Addington,Kelly Allott,Alan Anticevic,Celso Arango, Justin T Baker,Carrie E Bearden, Tashrif Billah, Sylvain Bouix,Matthew R Broome,Kate Buccilli,
Schizophrenia bulletin (2024)
PSYCHIATRY RESEARCH (2024): 115724-115724
Noy Alon,Sarah Perret,Amy Cohen, Michelle Partiquin, Stephanie LeMelle, Chasee Boyd, Jacqueline Aguilera, Cristen Reat, Elise Hough, Jessica Walsh, Bridget Dwyer, Julianna Hogan,
Current Treatment Options in Psychiatrypp.1-18, (2024)
Stephanie Allan,Thomas Ward,Emily Eisner,Imogen H Bell,Matteo Cella,Imran B Chaudhry,John Torous, Tayyeba Kiran,Thomas Kabir, Aansha Priyam, Cara Richardson,Ulrich Reininghaus,
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn