AIMC Topic: Models, Psychological

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Identification of depressive symptoms in adolescents using machine learning combining childhood and adolescence features.

BMC public health Jan 22, 2025
BACKGROUND: Depressive symptoms in adolescents can significantly affect their daily lives and pose risks to their future development. These symptoms may be linked to various factors experienced during both childhood and adolescence. Machine learning ...
Male Depression Adolescent Machine Learning Female Demography Life Style Models, Psychological
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Differential gray matter correlates and machine learning prediction of abuse and internalizing psychopathology in adolescent females.

Scientific reports Jan 3, 2025
Childhood abuse represents one of the most potent risk factors for the development of psychopathology during childhood, accounting for 30-60% of the risk for onset. While previous studies have separately associated reductions in gray matter volume (G...
Neural Networks, Computer Models, Psychological Gray Matter Machine Learning Adolescent Child Abuse Humans Psychopathology Cohort Studies Female
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Moral Association Graph: A Cognitive Model for Automated Moral Inference.

Topics in cognitive science Nov 25, 2024
Automated moral inference is an emerging topic of critical importance in artificial intelligence. The contemporary approach typically relies on language models to infer moral relevance or moral properties of a concept. This approach demands complex p...
Morals Models, Psychological Artificial Intelligence Cognition Humans
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Efficient visual representations for learning and decision making.

Psychological review Sep 19, 2024
The efficient representation of visual information is essential for learning and decision making due to the complexity and uncertainty of the world, as well as inherent constraints on the capacity of cognitive systems. We hypothesize that biological ...
Decision Making Models, Psychological Visual Perception Humans Learning
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Synthesizing the temporal self: robotic models of episodic and autobiographical memory.

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Sep 16, 2024
Episodic memories are experienced as belonging to a self that persists in time. We review evidence concerning the nature of human episodic memory and of the sense of self and how these emerge during development, proposing that the younger child exper...
Cognition Robotics Memory, Episodic Models, Psychological Humans
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Developing a machine learning-based instrument for subjective well-being assessment on Weibo and its psychological significance: An evaluative and interpretive research.

Applied psychology. Health and well-being Aug 21, 2024
Demystifying machine learning (ML) approaches through the synergy of psychology and artificial intelligence can achieve a balance between predictive and explanatory power in model development while enhancing rigor in validation and reporting standard...
Models, Psychological Psychometrics Personal Satisfaction Reproducibility of Results Young Adult Male Middle Aged Adult Machine Learning Humans Female
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Modelling dataset bias in machine-learned theories of economic decision-making.

Nature human behaviour Jan 12, 2024
Normative and descriptive models have long vied to explain and predict human risky choices, such as those between goods or gambles. A recent study reported the discovery of a new, more accurate model of human decision-making by training neural networ...
Humans Neural Networks, Computer Decision Making Bias Datasets as Topic Risk-Taking Models, Psychological Machine Learning Choice Behavior Adult
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Assessing prognosis in depression: comparing perspectives of AI models, mental health professionals and the general public.

Family medicine and community health Jan 9, 2024
BACKGROUND: Artificial intelligence (AI) has rapidly permeated various sectors, including healthcare, highlighting its potential to facilitate mental health assessments. This study explores the underexplored domain of AI's role in evaluating prognosi...
Artificial Intelligence Prospective Studies General Practitioners Depression Humans Models, Psychological Prognosis
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Inductive reasoning in minds and machines.

Psychological review Sep 21, 2023
Induction-the ability to generalize from existing knowledge-is the cornerstone of intelligence. Cognitive models of human induction are largely limited to toy problems and cannot make quantitative predictions for the thousands of different induction ...
Humans Artificial Intelligence Thinking Models, Psychological
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The Sins of the Parents Are to Be Laid Upon the Children: Biased Humans, Biased Data, Biased Models.

Perspectives on psychological science : a journal of the Association for Psychological Science Jul 18, 2023
Technological innovations have become a key driver of societal advancements. Nowhere is this more evident than in the field of machine learning (ML), which has developed algorithmic models that shape our decisions, behaviors, and outcomes. These tool...
Child Bias Humans Parents Models, Psychological Machine Learning
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