1.Status and influencing factors of psychological resilience in female infertility patients based on random forest algorithm
Huichang TAN ; Guqing ZENG ; Mulazhen WANG ; Sushan QIAN ; Jing ZHANG ; Mei TONG ; Yanhui ZHOU
Chinese Journal of Practical Nursing 2025;41(33):2622-2628
Objective:To explore the status of psychological resilience in female infertility patients and analyze its influencing factors, providing a basis for developing effective intervention measures in clinical practice.Methods:A convenient sampling method was used to select female infertility patients who visited the Reproductive Medicine Center of the First Affiliated Hospital of the University of South China from March to October 2024 as the research objects. A cross-sectional survey was conducted using the General Data Questionnaire, Connor-Davidson Resilience Scale, Herth Hope Index, the Infertility Stigma Scale, Family Resilience Scale and Perceived Social Support Scale. The random forest algorithm was used to rank the importance of variables, Lasso regression was used to further screen variables, and the selected variables were included in multiple stepwise regression analysis to analyze the influencing factors.Results:Ultimately, 322 female infertility patients aged (30.40 ± 4.50) were included. The psychological resilience score was (64.29 ± 10.05) points, which was above the medium level. The top 6 influential factors in the importance of variables were stigma, family resilience, age, social support, infertility cause and hope level. Multiple stepwise regression analysis showed that age, infertility cause, hope level, stigma, family resilience and social support were the main influencing factors of mental resilience of female infertility patients ( t values were -8.32 to 6.85, all P<0.05). Conclusions:The psychological resilience of female infertility patients is above the medium level, and the psychological resilience of infertile women is affected by many factors such as individual characteristics, family environment and social support. Medical staff should take targeted intervention measures to improve the psychological resilience of female infertility patients.
2.Status and influencing factors of psychological resilience in female infertility patients based on random forest algorithm
Huichang TAN ; Guqing ZENG ; Mulazhen WANG ; Sushan QIAN ; Jing ZHANG ; Mei TONG ; Yanhui ZHOU
Chinese Journal of Practical Nursing 2025;41(33):2622-2628
Objective:To explore the status of psychological resilience in female infertility patients and analyze its influencing factors, providing a basis for developing effective intervention measures in clinical practice.Methods:A convenient sampling method was used to select female infertility patients who visited the Reproductive Medicine Center of the First Affiliated Hospital of the University of South China from March to October 2024 as the research objects. A cross-sectional survey was conducted using the General Data Questionnaire, Connor-Davidson Resilience Scale, Herth Hope Index, the Infertility Stigma Scale, Family Resilience Scale and Perceived Social Support Scale. The random forest algorithm was used to rank the importance of variables, Lasso regression was used to further screen variables, and the selected variables were included in multiple stepwise regression analysis to analyze the influencing factors.Results:Ultimately, 322 female infertility patients aged (30.40 ± 4.50) were included. The psychological resilience score was (64.29 ± 10.05) points, which was above the medium level. The top 6 influential factors in the importance of variables were stigma, family resilience, age, social support, infertility cause and hope level. Multiple stepwise regression analysis showed that age, infertility cause, hope level, stigma, family resilience and social support were the main influencing factors of mental resilience of female infertility patients ( t values were -8.32 to 6.85, all P<0.05). Conclusions:The psychological resilience of female infertility patients is above the medium level, and the psychological resilience of infertile women is affected by many factors such as individual characteristics, family environment and social support. Medical staff should take targeted intervention measures to improve the psychological resilience of female infertility patients.
3.Surgical treatment of aortic aneurysms and aortic dissections
Kang YANG ; Kelong LIAO ; Mingrong WANG ; Huichang ZENG ; Wei ZHANG ; Gang XIONG ; Haidong WANG ; Jun LI ; Wenfeng TAN ; Ming LIU ; Wei WU ; Lingfeng TANG ; Yuxia ZHANG
Journal of Third Military Medical University 2003;0(24):-
Objective To summarize the experience of surgical treatment of ascending aortic aneurysms and aortic dissections. Methods From February 2001 to October 2005, 31 patients including 26 male, 5 female, aged 41.3 years old (range 14-72) received surgical management. Twenty cases were diagnosed as ascending aortic aneurysm and aortic root aneurysm, 8 as Standford A dissection, 3 as Stanford B dissection. Twenty-one patients underwent classic Bentall procedure in which VSD repair was carried out in 1 case, mitral valvoplasty in 2 and mitral valve replacement in 2; Four patients underwent modified Bentall procedure (coronary button technique); Three patients underwent Wheat procedure; The remaining 3 patients with Stanford B dissection underwent graft replacement of descending aorta. Results There was no death during hospital stay that lasted 13-46 d with an average of 16.4 d after operation. The mean clinical follow-up was (21?18.5) months (range 1-63 months). One patient died without describable cause two years later. One patient had ascending aorta-pulmonary artery fistula at color Doppler examination half a year later. One patient was detected rupture of distal anastomoses half a year after operation and underwent stent-graft, SG. Conclusion The surgical treatment of aortic aneurysms and aortic dissections could be carried out safely based on the accurate diagnosis, specific surgical strategy and fine technique.

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