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| Application and prospect of machine learning in study on emotional disorders |
| GAO Chengmeng, LI Linyao, ZHAI Yujia, CHEN Ning |
| School of Psychology, Shanghai Normal University, Shanghai 200233, China |
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Abstract In recent years, the incidence of emotional disorders has been rising. However, due to the lack of understanding of emotional disorders and the limitations of traditional screening and diagnosis methods, many patients have missed the best intervention expectations. As the core of artificial intelligence, machine learning has gradually attracted attention in the field of researches of emotional disorders. Its application has covered the analysis of influencing factors, early prediction of diseases, screening of potential patients, auxiliary diagnosis, and auxiliary intervention treatment, but it still needs in-depth research and application exploration in algorithm improvement, artificial intelligence ethics, and the combination with clinicians’diagnosis.
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