Psychiatry

Psychiatry

Latest AI and machine learning research in psychiatry for healthcare professionals.

7,036 articles

A Novel Affective Analysis System Modeling Method Integrating Affective Cognitive Model and Bi-LSTM Neural Network.

The severity of mental health issues among college students has increased over the past few years, h...

(1)

Oct 2022 36248942

Analysis of the Correlation between College Music Education and Public Mental Health Based on Deep Learning.

With the continuous changes of college music education and public mental health problems, convention...

(1)

Oct 2022 36246462

Multimodal fusion diagnosis of depression and anxiety based on CNN-LSTM model.

BACKGROUND: In recent years, more and more people suffer from depression and anxiety. These symptoms...

(4)

Oct 2022 36272311

Computer assisted identification of stress, anxiety, depression (SAD) in students: A state-of-the-art review.

Stress, depression, and anxiety are a person's physiological states that emerge from various body fe...

(1)

Oct 2022 36273998

Detecting and Analyzing Suicidal Ideation on Social Media Using Deep Learning and Machine Learning Models.

Individuals who suffer from suicidal ideation frequently express their views and ideas on social med...

(1)

Oct 2022 36231935

Logistic Regression With Machine Learning Sheds Light on the Problematic Sexual Behavior Phenotype.

OBJECTIVES: There has been a longstanding debate about whether the mechanisms involved in problemati...

Oct 2022 36193910

One Size Does Not Fit All: Methodological Considerations for Brain-Based Predictive Modeling in Psychiatry.

Psychiatric illnesses are heterogeneous in nature. No illness manifests in the same way across indiv...

Sep 2022 36577634

Data augmentation with Mixup: Enhancing performance of a functional neuroimaging-based prognostic deep learning classifier in recent onset psychosis.

Although deep learning holds great promise as a prognostic tool in psychiatry, a limitation of the m...

(2)

Sep 2022 36183611

A Deep Learning-Based TE Method for MSs' Mental Health Analysis.

Teaching evaluation (TE) is of great significance in education and can judge the value and appropria...

(1)

Sep 2022 36213035

Robotic radical distal gastrectomy for gastric cancer using the soft coagulation scissors technique.

We have developed a novel technique for safe and precise lymph-node dissection during robotic gastre...

Sep 2022 36169804

Toward Mental Effort Measurement Using Electrodermal Activity Features.

The ability to monitor mental effort during a task using a wearable sensor may improve productivity ...

Sep 2022 36236461

Algorithms and the future of work.

An algorithm refers to a series of stepwise instructions used by a machine to perform a mathematical...

(1)

Sep 2022 36128686

A Model of Normality Inspired Deep Learning Framework for Depression Relapse Prediction Using Audiovisual Data.

BACKGROUND: Depression (Major Depressive Disorder) is one of the most common mental illnesses. Accor...

(2)

Sep 2022 36183638

Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol.

BACKGROUND: Each year, millions of Americans receive evidence-based psychotherapies (EBPs) like cogn...

(3)

Sep 2022 36127689

Analysis of College Students' Psychological Education Management in Public Emergencies Based on Big Data.

In recent years, college students' psychological problems have occurred frequently, and the early wa...

Sep 2022 36193395

Construction and Analysis of Emotion Recognition and Psychotherapy System of College Students under Convolutional Neural Network and Interactive Technology.

This study's aim is to effectively establish a psychological intervention and treatment system for c...

(3)

Sep 2022 36164423

Predicting Mental Health of Best Human Capital for Sustainable Organization through Psychological and Personality Health Issues: Shift from Traditional to Novel Machine Learning-Supervised Technique Approach.

Researchers in the past discussed the psychological issue like stress, anxiety, depression, phobias ...

Sep 2022 36164447

Comparison of three machine learning models to predict suicidal ideation and depression among Chinese adolescents: A cross-sectional study.

BACKGROUND: Machine learning (ML) algorithms based on various clinicodemographic, psychometric, and ...

Sep 2022 36122602

A Natural Language Processing (NLP) Evaluation on COVID-19 Rumour Dataset Using Deep Learning Techniques.

: Since December 2019, the coronavirus (COVID-19) epidemic has sparked considerable alarm among the ...

(1)

Sep 2022 36156967

Correlation Analysis between Higher Education Level and College Students' Public Mental Health Driven by AI.

Generally, there is a certain correlation between the level of higher education and the public menta...

(3)

Sep 2022 36131903

Integrating Mental Health Education into French Teaching in University Based on Artificial Intelligence Technology.

In recent years, there has been a lot of news about college students committing suicide. In the univ...

(1)

Sep 2022 36133165

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