☆ 4.6 Article

Artificial Intelligence: An Interprofessional Perspective on Implications for Geriatric Mental Health Research and Care

FRONTIERS IN PSYCHIATRY (2021)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Geriatrics & Gerontology

Prediction of Loneliness in Older Adults Using Natural Language Processing: Exploring Sex Differences in Speech

Varsha D. Badal et al.

Summary: This study explores the use of artificial intelligence technology to evaluate linguistic features of transcribed speech data related to loneliness among older adults. Findings indicate that lonely individuals demonstrate longer responses with greater expression of sadness, while women are more likely to admit feeling lonely in interviews. Machine learning models can accurately predict loneliness, with a 94% precision for qualitative assessments.

AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY (2021)

添加到收藏夹

Article Geriatrics & Gerontology

A Double Burden of Exclusion? Digital and Social Exclusion of Older Adults in Times of COVID-19

Alexander Seifert et al.

Summary: The COVID-19 pandemic has led to the exclusion of older adults from physical social contact and digital services, particularly for those in long-term care facilities who lack internet access and digital literacy. This exclusion may have negative outcomes, and recommendations are provided to address this issue.

JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES (2021)

添加到收藏夹

Article Health Policy & Services

Making Psychotherapy Available in the United States: Implementation Challenges and Solutions

Patricia A. Arean et al.

Summary: About 46.6 million Americans suffer from mental illnesses, yet there are significant treatment gaps in the country. Despite over 50% of patients preferring psychotherapy in treatment, most are solely treated with medication. Other countries have increased access to evidence-based psychotherapy through policy changes, reflecting patient preferences.

PSYCHIATRIC SERVICES (2021)

添加到收藏夹

Review Neurosciences

Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom

Ellen E. Lee et al.

Summary: While AI is increasingly used in fields like oncology, radiology, and dermatology, its use in mental health care and neurobiological research is limited. AI has the potential to identify high-risk individuals, personalize treatments, and address ethical challenges, but must also tackle issues such as bias and privacy concerns.

BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING (2021)

添加到收藏夹

Article Health Care Sciences & Services

Perceived Utility and Characterization of Personal Google Search Histories to Detect Data Patterns Proximal to a Suicide Attempt in Individuals Who Previously Attempted Suicide: Pilot Cohort Study

Patricia A. Arean et al.

Summary: Despite decades of research on suicide risk, personalized online information-seeking behavior may be a useful and acceptable method for detecting suicide risk. This study found that changes in online search behavior were evident up to 60 days before a suicide attempt, with certain search features showing associations from 2 months to a week before the attempt. Participants generally found the use of personalized web search data for prevention purposes acceptable, but raised concerns about detection accuracy, privacy, and the potential for overly invasive intervention.

JOURNAL OF MEDICAL INTERNET RESEARCH (2021)

添加到收藏夹

Article Psychiatry

The promise of machine learning in predicting treatment outcomes in psychiatry

Adam M. Chekroud et al.

Summary: In psychiatry, there is a growing interest in using machine learning to develop personalized treatment models, shifting focus from experimental studies to predictive models. Key studies have explored prediction of treatment outcomes using various data sources, and discussions have included the ethical challenges of applying machine learning in mental health care.

WORLD PSYCHIATRY (2021)

添加到收藏夹

Review Psychiatry

Natural Language Processing as an Emerging Tool to Detect Late-Life Depression

Danielle D. DeSouza et al.

Summary: Late-life depression (LLD) is a major public health concern, with existing barriers to screening and diagnosis; to overcome diagnostic limitations, the use of NLP technology has been growing as an objective measure of depression; in the future, combining machine learning and other AI strategies can provide a more comprehensive understanding of LLD.

FRONTIERS IN PSYCHIATRY (2021)

添加到收藏夹

Proceedings Paper Computer Science, Artificial Intelligence

Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach

Ashish Sharma et al.

Summary: This paper focuses on improving empathy in online mental health support conversations by introducing a new task of empathic rewriting. The deep reinforcement learning agent, Partner, successfully generates more empathic, specific, and diverse responses, outperforming NLP methods from related tasks. This work has direct implications for facilitating empathic conversations on web-based platforms.

PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2021 (WWW 2021) (2021)

添加到收藏夹

Review Psychology, Clinical

A scoping review of machine learning in psychotherapy research

Katie Aafjes-van Doorn et al.

Summary: Machine learning is widely used in research on psychological talk therapies, with most studies focusing on developing and testing ML models as well as exploring the feasibility of treatment tools. Research suggests that ML has the potential to bring a range of benefits in indicators such as treatment process, adherence, therapist skills, and treatment response prediction.

PSYCHOTHERAPY RESEARCH (2021)

添加到收藏夹

Editorial Material Psychiatry

Using Machine Learning in Psychiatry: The Need to Establish a Framework That Nurtures Trustworthiness

Chelsea Chandler et al.

SCHIZOPHRENIA BULLETIN (2020)

添加到收藏夹

Review Psychiatry

Artificial intelligence approaches to predicting and detecting cognitive decline in older adults: A conceptual review

Sarah A. Graham et al.

PSYCHIATRY RESEARCH (2020)

添加到收藏夹

Article Geriatrics & Gerontology

Rural and urban older adults' perceptions of mental health services accessibility

Bob G. Knight et al.

AGING & MENTAL HEALTH (2020)

添加到收藏夹

Article Medical Informatics

Identifying Key Predictors of Cognitive Dysfunction in Older People Using Supervised Machine Learning Techniques: Observational Study

Debbie Rankin et al.

JMIR MEDICAL INFORMATICS (2020)

添加到收藏夹

Review Medical Informatics

Artificial Intelligence for Caregivers of Persons With Alzheimer's Disease and Related Dementias: Systematic Literature Review

Bo Xie et al.

JMIR MEDICAL INFORMATICS (2020)

添加到收藏夹

Review Health Care Sciences & Services

Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare

Davide Cirillo et al.

NPJ DIGITAL MEDICINE (2020)

添加到收藏夹

Article Psychology, Educational

Machine Learning and Natural Language Processing in Psychotherapy Research: Alliance as Example Use Case

Simon B. Goldberg et al.

JOURNAL OF COUNSELING PSYCHOLOGY (2020)

添加到收藏夹

Article Health Care Sciences & Services

Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants

Abhishek Pratap et al.

NPJ DIGITAL MEDICINE (2020)

添加到收藏夹

Article Engineering, Biomedical

Measuring Gait Variables Using Computer Vision to Assess Mobility and Fall Risk in Older Adults With Dementia

Kimberley-Dale Ng et al.

IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE (2020)

添加到收藏夹

Article Psychology, Clinical

The accuracy of passive phone sensors in predicting daily mood

Abhishek Pratap et al.

DEPRESSION AND ANXIETY (2019)

添加到收藏夹

Article Health Care Sciences & Services

Virtual Standardized Patient Simulation Case Development and Pilot Application to High-Value Care

William F. Bond et al.

SIMULATION IN HEALTHCARE-JOURNAL OF THE SOCIETY FOR SIMULATION IN HEALTHCARE (2019)

添加到收藏夹

Article Multidisciplinary Sciences

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants

Ahmed M. Alaa et al.

PLOS ONE (2019)

添加到收藏夹

Editorial Material Medicine, General & Internal

Potential Liability for Physicians Using Artificial Intelligence

W. Nicholson Price et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2019)

添加到收藏夹

Article Multidisciplinary Sciences

Dissecting racial bias in an algorithm used to manage the health of populations

Ziad Obermeyer et al.

SCIENCE (2019)

添加到收藏夹

Review Psychiatry

Artificial Intelligence for Mental Health and Mental Illnesses: an Overview

Sarah Graham et al.

CURRENT PSYCHIATRY REPORTS (2019)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Principles alone cannot guarantee ethical AI

Brent Mittelstadt

NATURE MACHINE INTELLIGENCE (2019)

添加到收藏夹

Article Medicine, General & Internal

Contemporary Views of Research Participant Willingness to Participate and Share Digital Data in Biomedical Research

Abhishek Pratap et al.

JAMA NETWORK OPEN (2019)

添加到收藏夹

Article Health Care Sciences & Services

Preference for in-person psychotherapy versus digital psychotherapy options for depression: survey of adults in the U.S

Brenna N. Renn et al.

NPJ DIGITAL MEDICINE (2019)

添加到收藏夹

Review Public, Environmental & Occupational Health

Big Data in Public Health: Terminology, Machine Learning, and Privacy

Stephen J. Mooney et al.

ANNUAL REVIEW OF PUBLIC HEALTH, VOL 39 (2018)

添加到收藏夹

Article Health Care Sciences & Services

Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study

Laurent Cleret de langavant et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2018)

添加到收藏夹

Article Geriatrics & Gerontology

Speech Analysis by Natural Language Processing Techniques: A Possible Tool for Very Early Detection of Cognitive Decline?

Daniela Beltrami et al.

FRONTIERS IN AGING NEUROSCIENCE (2018)

添加到收藏夹

Article Health Care Sciences & Services

An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study

Becky Inkster et al.

JMIR MHEALTH AND UHEALTH (2018)

添加到收藏夹

Article Psychology, Multidisciplinary

Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support

Inbal Nahum-Shani et al.

ANNALS OF BEHAVIORAL MEDICINE (2018)

添加到收藏夹

Article Immunology

Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare Epidemiology

Jenna Wiens et al.

CLINICAL INFECTIOUS DISEASES (2018)

添加到收藏夹

Article Medicine, General & Internal

Artificial Neural Network (ANN) Model to Predict Depression among Geriatric Population at a Slum in Kolkata, India

Arkaprabha Sau et al.

JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH (2017)

添加到收藏夹

Article Geriatrics & Gerontology

Barriers to Mental Health Treatment in Rural Older Adults

Gretchen A. Brenes et al.

AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY (2015)

添加到收藏夹

Editorial Material Health Care Sciences & Services

Among The Elderly, Many Mental Illnesses Go Undiagnosed

Jonathan S. Bor

HEALTH AFFAIRS (2015)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Subtyping: What It Is and Its Role in Precision Medicine

Suchi Saria et al.

IEEE INTELLIGENT SYSTEMS (2015)

添加到收藏夹

Article Computer Science, Artificial Intelligence

Recommendations for the ethical use and design of artificial intelligent care providers

David D. Luxton

ARTIFICIAL INTELLIGENCE IN MEDICINE (2014)

添加到收藏夹

Article Geriatrics & Gerontology

Cultural Beliefs and Mental Health Treatment Preferences of Ethnically Diverse Older Adult Consumers in Primary Care

Daniel E. Jimenez et al.

AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY (2012)

添加到收藏夹

Article Pharmacology & Pharmacy

The potential for intelligent decision support systems to improve the quality and consistency of medication reviews

I. Bindoff et al.

JOURNAL OF CLINICAL PHARMACY AND THERAPEUTICS (2012)

添加到收藏夹

Article Primary Health Care

Objective Measurement of Sociability and Activity: Mobile Sensing in the Community

Ethan M. Berke et al.

ANNALS OF FAMILY MEDICINE (2011)

添加到收藏夹

Article Psychology, Clinical

Barriers to mental health treatment: results from the National Comorbidity Survey Replication

R. Mojtabai et al.

PSYCHOLOGICAL MEDICINE (2011)

添加到收藏夹

Review Psychology, Clinical

Language performance in Alzheimer's disease and mild cognitive impairment: A comparative review

Vanessa Taler et al.

JOURNAL OF CLINICAL AND EXPERIMENTAL NEUROPSYCHOLOGY (2008)

添加到收藏夹

Article Medicine, General & Internal

Late-life depression

Juergen Unuetzer

NEW ENGLAND JOURNAL OF MEDICINE (2007)

添加到收藏夹

Article Medicine, General & Internal

Medicine residents' understanding of the biostatistics and results in the medical literature

Donna M. Windish et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2007)

添加到收藏夹

Article Psychiatry

Diagnostic variability for schizophrenia and major depression in a large public mental health care system dataset

David P. Folsom et al.

PSYCHIATRY RESEARCH (2006)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.