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Efficacy and Risk Factor Analysis of DBT Therapy for PTSD-Related Symptoms in Mainland Chinese College Students Based on Data Mining. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:3829623. [PMID: 36188700 PMCID: PMC9522495 DOI: 10.1155/2022/3829623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 08/24/2022] [Accepted: 09/01/2022] [Indexed: 11/18/2022]
Abstract
Posttraumatic stress disorder (PTSD) is a mental disorder characterized by a delayed onset and long-lasting psychiatric disorder in an individual due to unusual threatening or catastrophic stressful events, characterized by repeated experiences of the situation, avoidant behaviors, emotional numbness, hypervigilance, and other mental symptoms. It seriously affects the occupational, psychological, and social functions of the human body, leads to a decrease in the quality of life, and brings a greater economic burden to the patients themselves, their families, and the society. It has attracted widespread attention worldwide. Due to social transformation and fierce competition, college students are increasingly exposed to various stressful or traumatic events, and PTSD is becoming more and more obvious. Therefore, this study took a university student as the research object, analyzed the risk factors of PTSD, and used the method of data mining to analyze the effectiveness of DBT therapy and completed the following work: (1) this paper introduces the research status of PTSD pathogenesis at home and abroad and expounds the treatment methods and research results of DBT. (2) The basic principle of BPNN is introduced, the weight and threshold of BPNN are screened by genetic algorithm, and the best weight and threshold after screening are given to BPNN. A GA-BP model is constructed to improve the learning quality of BPNN. (3) The optimal parameters of the model are selected through experiments, and the model is verified by the collected data. The results show that the model has superiority in evaluating the effectiveness of DBT therapy. Then, it was proved by experiments that DBT therapy has a good effect in the treatment of PTSD. Finally, the influencing factors of PTSD were analyzed one by one through the experimental results.
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Herbenick D, Patterson C, Khan S, Voorheis E, Sullivan A, Wright P, Keene S. "Don't Just Randomly Grab Someone's Neck during Intercourse!" An Analysis of Internet Articles about Choking/Strangulation during Sex. JOURNAL OF SEX & MARITAL THERAPY 2022; 49:41-55. [PMID: 35570586 DOI: 10.1080/0092623x.2022.2065392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Sexual choking/strangulation has become prevalent among young U.S. adults, yet little is known about media articles that teach readers about choking. We conducted a content analysis of 27 Internet articles, examining how choking is described, information related to health risks and healthcare, and article accuracy. Most articles described choking in positive terms and indicated choking can be done safely or properly, even while acknowledging potential dangers. Only two articles indicated having undergone expert/medical review. Few gave information about signs that would warrant seeking healthcare. Sexuality professionals need to be aware of choking-related information and misinformation in online media articles.
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Affiliation(s)
- Debby Herbenick
- The Center for Sexual Health Promotion, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Callie Patterson
- The Center for Sexual Health Promotion, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Shahzarin Khan
- The Center for Sexual Health Promotion, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Eva Voorheis
- The Center for Sexual Health Promotion, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Anne Sullivan
- The Center for Sexual Health Promotion, School of Public Health, Indiana University, Bloomington, IN, USA
| | - Paul Wright
- The Center for Sexual Health Promotion, School of Public Health, Indiana University, Bloomington, IN, USA
- The Media School, Indiana University, Bloomington, IN, USA
| | - Samantha Keene
- School of Social and Cultural Studies, The Institute of Criminology, Te Herenga Waka - Victoria University of Wellington, Wellington, New Zealand
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