Related references
Note: Only part of the references are listed.Apathy as a Predictor for Conversion From Mild Cognitive Impairment to Dementia: A Systematic Review and Meta-Analysis of Longitudinal Studies
David Fresnais et al.
JOURNAL OF GERIATRIC PSYCHIATRY AND NEUROLOGY (2023)
Distinguishing apathy from depression: A review differentiating the behavioral, neuroanatomic, and treatment-related aspects of apathy from depression in neurocognitive disorders
Krista L. Lanctot et al.
INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY (2023)
The validity and reliability of the PHQ-9 on screening of depression in neurology: a cross sectional study
Yajing Sun et al.
BMC PSYCHIATRY (2022)
Apathy as a Treatment Target in Alzheimer's Disease: Implications for Clinical Trials
Moyra E. Mortby et al.
AMERICAN JOURNAL OF GERIATRIC PSYCHIATRY (2022)
The neurobiology of apathy in depression and neurocognitive impairment in older adults: a review of epidemiological, clinical, neuropsychological and biological research
David C. Steffens et al.
TRANSLATIONAL PSYCHIATRY (2022)
Distinguishing apathy and depression in older adults with mild cognitive impairment using text, audio, and video based on multiclass classification and shapely additive explanations
Ying Zhou et al.
INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY (2022)
Measuring neuropsychiatric symptoms in patients with early cognitive decline using speech analysis
Alexandra Konig et al.
EUROPEAN PSYCHIATRY (2021)
When Anxiety and Depression Coexist: The Role of Differential Diagnosis Using Clinimetric Criteria
Fiammetta Cosci et al.
PSYCHOTHERAPY AND PSYCHOSOMATICS (2021)
The importance of interpretability and visualization in machine learning for applications in medicine and health care
Alfredo Vellido
NEURAL COMPUTING & APPLICATIONS (2020)
Depression, Anxiety, and Apathy in Mild Cognitive Impairment: Current Perspectives
Lina Ma
FRONTIERS IN AGING NEUROSCIENCE (2020)
Neuropsychiatric Symptoms in Mild Cognitive Impairment: A Literature Review
Evangelia Martin et al.
DEMENTIA AND GERIATRIC COGNITIVE DISORDERS (2020)
Statistical Hypothesis Testing versus Machine Learning Binary Classification: Distinctions and Guidelines
Jingyi Jessica Li et al.
PATTERNS (2020)
Automated assessment of psychiatric disorders using speech: A systematic review
Daniel M. Low et al.
LARYNGOSCOPE INVESTIGATIVE OTOLARYNGOLOGY (2020)
Predicting Depression, Anxiety, and Stress Levels from Videos Using the Facial Action Coding System
Mihai Gavrilescu et al.
SENSORS (2019)
Semantic Measures: Using Natural Language Processing to Measure, Differentiate, and Describe Psychological Constructs
Oscar N. E. Kjell et al.
PSYCHOLOGICAL METHODS (2019)
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Cynthia Rudin
NATURE MACHINE INTELLIGENCE (2019)
A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals
Patricia J. Bota et al.
IEEE ACCESS (2019)
The impact of anxiety on the progression of mild cognitive impairment to dementia in Chinese and English data bases: a systematic review and meta-analysis
Xiao-Xue Li et al.
INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY (2018)
Prevalence of anxiety in patients with mild cognitive impairment: A systematic review and meta-analysis
Chunli Chen et al.
JOURNAL OF AFFECTIVE DISORDERS (2018)
Diagnosis and Management of Neuropsychiatric Symptoms in Alzheimer's Disease
David Wolinsky et al.
CURRENT PSYCHIATRY REPORTS (2018)
Anxiety and Depression as Bidirectional Risk Factors for One Another: A Meta-Analysis of Longitudinal Studies
Nicholas C. Jacobson et al.
PSYCHOLOGICAL BULLETIN (2017)
Investigation of different speech types and emotions for detecting depression using different classifiers
Haihua Jiang et al.
SPEECH COMMUNICATION (2017)
Prevalence of Depression in Patients With Mild Cognitive Impairment A Systematic Review and Meta-analysis
Zahinoor Ismail et al.
JAMA PSYCHIATRY (2017)
Depressive symptoms increase the risk of progression to dementia in subjects with mild cognitive impairment: systematic review and meta-analysis
Raimundo J. Mourao et al.
INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY (2016)
Validation of the Generalized Anxiety Disorder-7 (GAD-7) among Chinese people with epilepsy
Xin Tong et al.
EPILEPSY RESEARCH (2016)
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing
Florian Eyben et al.
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2016)
A review of depression and suicide risk assessment using speech analysis
Nicholas Cummins et al.
SPEECH COMMUNICATION (2015)
The Apathy Evaluation Scale: A Comparison of Subject, Informant, and Clinician Report in Cognitively Normal Elderly and Mild Cognitive Impairment
Brendan J. Guercio et al.
JOURNAL OF ALZHEIMERS DISEASE (2015)
Nonverbal social withdrawal in depression: Evidence from manual and automatic analyses
Jeffrey M. Girard et al.
IMAGE AND VISION COMPUTING (2014)
Assessing neuropsychiatric symptoms in people with dementia: a systematic review of measures
Laura N. Gitlin et al.
INTERNATIONAL PSYCHOGERIATRICS (2014)
Mild cognitive impairment: a concept in evolution
R. C. Petersen et al.
JOURNAL OF INTERNAL MEDICINE (2014)
Interrater reliability: the kappa statistic
Mary L. McHugh
BIOCHEMIA MEDICA (2012)
Changes in Acoustic Characteristics of the Voice Across the Life Span: Measures From Individuals 4-93 Years of Age
Elaine T. Stathopoulos et al.
JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH (2011)
Apathy in late-life depression among Taiwanese patients
Shwu-Hua Lee et al.
INTERNATIONAL PSYCHOGERIATRICS (2008)