AIMC Topic: Mental Disorders

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Sentiment analysis of clinical narratives: A scoping review.

Journal of biomedical informatics Mar 22, 2023
A clinical sentiment is a judgment, thought or attitude promoted by an observation with respect to the health of an individual. Sentiment analysis has drawn attention in the healthcare domain for secondary use of data from clinical narratives, with a...
Humans Algorithms Attitude Sentiment Analysis Mental Disorders Narration
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Depression Detection Based on Hybrid Deep Learning SSCL Framework Using Self-Attention Mechanism: An Application to Social Networking Data.

Sensors (Basel, Switzerland) Dec 13, 2022
In today's world, mental health diseases have become highly prevalent, and depression is one of the mental health problems that has become widespread. According to WHO reports, depression is the second-leading cause of the global burden of diseases. ...
Social Media Semantics Mental Health Male Mental Disorders Humans Female Deep Learning Depression
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From promise to practice: towards the realisation of AI-informed mental health care.

The Lancet. Digital health Oct 10, 2022
In this Series paper, we explore the promises and challenges of artificial intelligence (AI)-based precision medicine tools in mental health care from clinical, ethical, and regulatory perspectives. The real-world implementation of these tools is inc...
Humans Artificial Intelligence Mental Disorders Mental Health Machine Learning Algorithms
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An End-to-End Human Abnormal Behavior Recognition Framework for Crowds With Mentally Disordered Individuals.

IEEE journal of biomedical and health informatics Aug 11, 2022
Abnormal or violent behavior by people with mental disorders is common. When individuals with mental disorders exhibit abnormal behavior in public places, they may cause physical and mental harm to others as well as to themselves. Thus, it is necessa...
Motion Humans Neural Networks, Computer Mental Disorders
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Construction of a Prediction Model for College Students' Psychological Disorders Based on Decision Systems and Improved Neural Networks.

Computational intelligence and neuroscience Jul 5, 2022
Modeling and prediction of psychological disorders is a hot topic in current research. Neural networks are very important factors in improving the accuracy and precision ratios of the models which are developed for the prediction of the psychological...
Forecasting Mental Disorders Students Neural Networks, Computer Humans Algorithms
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What can we learn about the psychiatric diagnostic categories by analysing patients' lived experiences with Machine-Learning?

BMC psychiatry Jun 24, 2022
BACKGROUND: To deliver appropriate mental healthcare interventions and support, it is imperative to be able to distinguish one person from the other. The current classification of mental illness (e.g., DSM) is unable to do that well, indicating the p...
Artificial Intelligence Machine Learning Mental Disorders Hallucinations Humans
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Response to: Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders. Molecular Psychiatry (2022).

Molecular psychiatry Jun 9, 2022
Deep Learning Mental Disorders Psychiatry Humans
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Arabic Speech Analysis for Classification and Prediction of Mental Illness due to Depression Using Deep Learning.

Computational intelligence and neuroscience May 27, 2022
Depression is a global prevalent ailment for possible mental illness or mental disorder globally. Recognizing depressed early signs is critical for evaluating and preventing mental illness. With the progress of machine learning, it is possible to mak...
Depression Deep Learning Speech Mental Disorders Humans Neural Networks, Computer
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Engaging Through Awareness: Purpose-Driven Framework Development to Evaluate and Develop Future Business Strategies With Exponential Technologies Toward Healthcare Democratization.

Frontiers in public health May 25, 2022
Industry 4.0 and digital transformation will likely come with an era of changes for most manufacturers and tech industries, and even healthcare delivery will likely be affected. A few trends are already foreseeable such as an increased number of pati...
Ecosystem Humans Mental Disorders Hospitals Delivery of Health Care Artificial Intelligence
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A deep learning based method for intelligent detection of seafarers' mental health condition.

Scientific reports May 12, 2022
Mental health monitoring of seafarers is an important part of achieving normal development of the ocean shipping industry. In this paper, a dual subjective-objective testing scheme is proposed to achieve a more effective and intelligent assessment of...
Humans Mental Disorders Reproducibility of Results Ships Mental Health Deep Learning
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