AIMC Topic: Resilience, Psychological
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Using Pupil Diameter for Psychological Resilience Assessment in Medical Students Based on SVM and SHAP Model.
IEEE journal of biomedical and health informatics
Jul 2, 2024
Effectively assessing psychological resilience for medical students is vital for identifying at-risk individuals and developing tailored interventions. At present, few studies have combined physiological indexes of the human body and machine learning...
Predicting Depression, Anxiety, and Their Comorbidity among Patients with Breast Cancer in China Using Machine Learning: A Multisite Cross-Sectional Study.
Depression and anxiety
Jun 21, 2024
Depression and anxiety are highly prevalent among patients with breast cancer. We tested the capacity of personal resources (psychological resilience, social support, and process of recovery) for predicting depression, anxiety, and comorbid depressio...
A machine-learning approach to model risk and protective factors of vulnerability to depression.
Journal of psychiatric research
May 11, 2024
There are multiple risk and protective factors for depression. The association between these factors with vulnerability to depression is unclear. Such knowledge is an important insight into assessing risk for developing depression for precision inter...
Resilience evaluation of low-carbon supply chain based on improved matter-element extension model.
PloS one
Apr 1, 2024
How to evaluate the resilience level and change trend of supply chain is an important research direction in current supply chain management practice. This paper proposes a new method of supply chain resilience assessment based on hesitant fuzzy lingu...
Resilience-aware MLOps for AI-based medical diagnostic system.
Frontiers in public health
Mar 27, 2024
BACKGROUND: The healthcare sector demands a higher degree of responsibility, trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems. Machine learning operations (MLOps) for AI-based medical diagnostic systems are p...
Environmental resilience through artificial intelligence: innovations in monitoring and management.
Environmental science and pollution research international
Feb 15, 2024
The rapid rise of artificial intelligence (AI) technology has revolutionized numerous fields, with its applications spanning finance, engineering, healthcare, and more. In recent years, AI's potential in addressing environmental concerns has garnered...
Construction 4.0 technology evaluation using fuzzy TOPSIS: comparison between sustainability and resiliency, well-being, productivity, safety, and integrity.
Environmental science and pollution research international
Jan 29, 2024
This study aims to compare the impact of Construction 4.0 technologies on different organizational core values, focusing on sustainability and resiliency, well-being, productivity, safety, and integrity. To achieve that aim, the study objectives are ...
Identifying multilevel predictors of trajectories of psychopathology and resilience among juvenile offenders: A machine learning approach.
Development and psychopathology
Aug 22, 2023
Mental ill health is more common among juvenile offenders relative to adolescents in general. Little is known about individual differences in their long-term psychological adaptation and its predictors from multiple aspects of their life. This study ...
Identifying resting state differences salient for resilience to chronic pain based on machine learning multivariate pattern analysis.
Psychophysiology
Aug 12, 2021
Studies have documented behavior differences between more versus less resilient adults with chronic pain (CP), but the presence and nature of underlying neurophysiological differences have received scant attention. In this study, we attempted to iden...
Deep graph neural network-based prediction of acute suicidal ideation in young adults.
Scientific reports
Aug 4, 2021
Precise remote evaluation of both suicide risk and psychiatric disorders is critical for suicide prevention as well as for psychiatric well-being. Using questionnaires is an alternative to labor-intensive diagnostic interviews in a large general popu...
Self Concept
Humans
Neural Networks, Computer
Republic of Korea
Female
Psychiatric Status Rating Scales
Mental Disorders
Depression
Sensitivity and Specificity
Prognosis
Resilience, Psychological
Male
Suicidal Ideation
Risk Factors
Anxiety
Area Under Curve
Young Adult
Suicide, Attempted
Surveys and Questionnaires
Adult
Adolescent
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