AIMC Topic: Adaptation, Psychological

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Decoding rumination: A machine learning approach to a transdiagnostic sample of outpatients with anxiety, mood and psychotic disorders.

Journal of psychiatric research Dec 7, 2019
OBJECTIVE: To employ machine learning algorithms to examine patterns of rumination from RDoC perspective and to determine which variables predict high levels of maladaptive rumination across a transdiagnostic sample.
Humans Cytokines Female Adult Male Psychotic Disorders Mood Disorders Social Class Adaptation, Psychological Rumination, Cognitive Middle Aged Anxiety Disorders Severity of Illness Index Models, Theoretical Support Vector Machine
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Artificial Intelligence Technologies for Coping with Alarm Fatigue in Hospital Environments Because of Sensory Overload: Algorithm Development and Validation.

Journal of medical Internet research Nov 26, 2019
BACKGROUND: Informed estimates claim that 80% to 99% of alarms set off in hospital units are false or clinically insignificant, representing a cacophony of sounds that do not present a real danger to patients. These false alarms can lead to an alert ...
Reproducibility of Results Monitoring, Physiologic Adaptation, Psychological Fatigue Clinical Alarms Humans Artificial Intelligence Algorithms
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Physiological indices of challenge and threat: A data-driven investigation of autonomic nervous system reactivity during an active coping stressor task.

Psychophysiology Aug 13, 2019
We utilized a data-driven, unsupervised machine learning approach to examine patterns of peripheral physiological responses during a motivated performance context across two large, independent data sets, each with multiple peripheral physiological me...
Humans Heart Rate Datasets as Topic Fear Adaptation, Psychological Heart Function Tests Middle Aged Female Galvanic Skin Response Adolescent Aged Autonomic Nervous System Stress, Psychological Young Adult Unsupervised Machine Learning Adult Electromyography Male
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How Employability Attributes Mediate the Link Between Knowledge Workers' Career Adaptation Concerns and Their Self-Perceived Employability.

Psychological reports May 6, 2019
The study examines employability attributes as psychological mechanisms that explain the link between the career adaptation concerns and self-perceived employability of a sample of professionally qualified knowledge workers (N = 404). A cross-section...
Female Adult Cross-Sectional Studies Male Middle Aged Humans Motivation Employment Adaptation, Psychological Professional Autonomy Surveys and Questionnaires Self Concept South Africa Knowledge Bases Workforce
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BP neural network prediction model for suicide attempt among Chinese rural residents.

Journal of affective disorders Dec 27, 2018
OBJECTIVE: This study aimed to establish and assess the Back Propagation Neural Network (BPNN) prediction model for suicide attempt, so as to improve the individual prediction accuracy.
Young Adult Asian People Adult Humans Adolescent Suicide, Attempted Sensitivity and Specificity Adaptation, Psychological Neural Networks, Computer Child Case-Control Studies Depressive Disorder Male Female Logistic Models China Impulsive Behavior Risk Factors Middle Aged Rural Population Social Support Self Concept Surveys and Questionnaires
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Study protocol for a randomised controlled trial of humanoid robot-based distraction for venipuncture pain in children.

BMJ open Dec 14, 2018
INTRODUCTION: Intravenous insertion (IVI) is a very common procedure in the emergency department (ED). IVI is often painful and stressful for both children and their families. Currently, distraction therapy is not used as a standard of care for IVI i...
Adaptation, Psychological Phlebotomy Alberta Equivalence Trials as Topic Female Male Child Infusions, Intravenous Robotics Humans Emergency Service, Hospital Pain Measurement Hospitals, Pediatric Attention Pain Management
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Human-agent co-adaptation using error-related potentials.

Journal of neural engineering Sep 11, 2018
OBJECTIVE: Error-related potentials (ErrP) have been proposed as an intuitive feedback signal decoded from the ongoing electroencephalogram (EEG) of a human observer for improving human-robot interaction (HRI). While recent demonstrations of this app...
Humans Female Adult Male Robotics Feedback, Psychological Electroencephalography Adaptation, Psychological Intention Motor Skills Calibration Evoked Potentials Brain-Computer Interfaces Interpersonal Relations Fixation, Ocular
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"I Treat Him as a Normal Patient": Unveiling the Normalization Coping Strategy Among Formal Caregivers of Persons With Dementia and Its Implications for Person-Centered Care.

Journal of transcultural nursing : official journal of the Transcultural Nursing Society Dec 1, 2017
INTRODUCTION: Currently, 47 million people have dementia, worldwide, often requiring paid care by formal caregivers. Research regarding family caregivers suggests normalization as a model for coping with negative emotional outcomes in caring for a pe...
Emigrants and Immigrants Jews Arabs Israel Humans Russia Qualitative Research Adaptation, Psychological Interviews as Topic Caregivers Dementia Patient-Centered Care
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A happiness degree predictor using the conceptual data structure for deep learning architectures.

Computer methods and programs in biomedicine Nov 13, 2017
BACKGROUND AND OBJECTIVE: Happiness is a universal fundamental human goal. Since the emergence of Positive Psychology, a major focus in psychological research has been to study the role of certain factors in the prediction of happiness. The conventio...
Happiness Algorithms Female Cross-Sectional Studies Male Predictive Value of Tests Social Support Deep Learning Humans Medical Informatics Surveys and Questionnaires Multivariate Analysis Software Adaptation, Psychological Psychometrics Models, Psychological Stress, Psychological Emotions
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The Combined Effects of Adaptive Control and Virtual Reality on Robot-Assisted Fine Hand Motion Rehabilitation in Chronic Stroke Patients: A Case Study.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Sep 14, 2017
Robot-assisted therapy is regarded as an effective and reliable method for the delivery of highly repetitive training that is needed to trigger neuroplasticity following a stroke. However, the lack of fully adaptive assist-as-needed control of the ro...
Hand Humans Stroke Female Motor Activity Neuronal Plasticity Biomechanical Phenomena Range of Motion, Articular Aged Video Games Male Adaptation, Psychological Virtual Reality Exposure Therapy Middle Aged Stroke Rehabilitation Time Factors Muscle Strength Treatment Outcome Recovery of Function Chronic Disease Robotics
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