1.Influence of AI-CDSS Explainability on Primary Care Physicians' Willingness to Use:An Analysis of Mediating Effects Based on Trust
Huizhen OUYANG ; Qian FU ; Wen LI
Chinese Hospital Management 2025;45(8):51-56
Objective To explore primary care physicians' attitudes toward the use of AI-CDSS,and to examine the relationships and underlying mechanisms among AI system explainability,physicians' trust in AI-CDSS,and their willingness to use it.It aims to provide a reference for promoting AI-CDSS in primary healthcare institutions and better leveraging AI technology to empower primary healthcare services.Methods Primary care physicians in Tongling City,Anhui Province,were surveyed using standardized scales to collect data on AI system explainability,trust in AI-CDSS,and willingness to use it.Descriptive statistics,correlation analysis,and mediation effect testing were conducted using SPSS 26.0 software.Results AI system explainability,trust,and willingness to use were all positively correlated(r=0.788,0.865,P<0.01),and AI system explainability was also positively correlated with trust(r=0.776,P<0.01).Trust in the AI system partially mediated the relationship between system explainability and willingness to use,with a mediation effect value of 0.568(95%CI=0.373~0.669).Conclusion When promoting AI-CDSS,primary healthcare institutions should prioritize the adoption of AI systems with high explainability to enhance physicians' trust,thereby increasing their willingness to use such systems and ultimately promoting the effective application of AI technology in primary healthcare services.
2.Influence of AI-CDSS Explainability on Primary Care Physicians' Willingness to Use:An Analysis of Mediating Effects Based on Trust
Huizhen OUYANG ; Qian FU ; Wen LI
Chinese Hospital Management 2025;45(8):51-56
Objective To explore primary care physicians' attitudes toward the use of AI-CDSS,and to examine the relationships and underlying mechanisms among AI system explainability,physicians' trust in AI-CDSS,and their willingness to use it.It aims to provide a reference for promoting AI-CDSS in primary healthcare institutions and better leveraging AI technology to empower primary healthcare services.Methods Primary care physicians in Tongling City,Anhui Province,were surveyed using standardized scales to collect data on AI system explainability,trust in AI-CDSS,and willingness to use it.Descriptive statistics,correlation analysis,and mediation effect testing were conducted using SPSS 26.0 software.Results AI system explainability,trust,and willingness to use were all positively correlated(r=0.788,0.865,P<0.01),and AI system explainability was also positively correlated with trust(r=0.776,P<0.01).Trust in the AI system partially mediated the relationship between system explainability and willingness to use,with a mediation effect value of 0.568(95%CI=0.373~0.669).Conclusion When promoting AI-CDSS,primary healthcare institutions should prioritize the adoption of AI systems with high explainability to enhance physicians' trust,thereby increasing their willingness to use such systems and ultimately promoting the effective application of AI technology in primary healthcare services.
3.Effect of adjuvant growth hormone during luteal phase on in-vitro fertilization-embryo transfer outcome
Mixia OUYANG ; Ling YANG ; Huizhen TANG ; Xiaoli WU ; Na ZHOU ; Sha REN ; Hong YU
Journal of Chinese Physician 2022;24(5):672-675,681
Objective:To investigate the effect of growth hormone (GH) supplementation during luteal phase one cycle before ovulation induction in patients undergoing in vitro fertilization-embryo transfer (IVF-ET).Methods:IVF-ET pregnancy-assisted patients who underwent long-term Gonadotropin Releasing Hormone-agonist (GnRH-a) protocol from January 1, 2019 to June 30, 2020 were collected from the Reproductive Center of Hunan Provincial Maternal and Child Health Hospital. Among them, 106 patients (GH group) were added with GH during luteal phase one cycle before ovulation induction, and 212 patients (control group) were not added with GH. Ovulation induction and pregnancy outcome were compared between the two groups.Results:(1) There was no statistically significant difference in primary infertility/secondary infertility rate, infertility years, age, and transplant cancellation cycle rate between the two groups (all P>0.05). (2) There were no significant differences in the number of oocytes obtained, MII oocytes, two pronucleus (2PN) oocytes, high-quality embryos and average number of transplanted embryos between GH group and control group (all P>0.05). The total amount of Gn in control group and GH group was (2 109.75±555.75)IU and (1 863±610.52)IU, respectively, with statistically significant difference ( P<0.05). (3) The embryo implantation rate of the control group and GH group was 43.73%(129/295) and 60.42%(87/144), respectively, with statistically significant difference ( P<0.05). The clinical pregnancy rates of the control group and GH group were 58.79%(107/182) and 71.91%(64/89), the difference was statistically significant ( P<0.05). The spontaneous abortion rate of early pregnancy in control group (4.67%, 5/107) was slightly higher than that in GH group (3.12%, 2/64), but there was no significant statistical difference ( P>0.05). Conclusions:For patients with normal ovarian response, adding small dose of growth hormone during luteal stage one cycle before controlled hyperovulation can improve the embryo implantation rate and clinical pregnancy rate, and reduce the amount of Gn, which is beneficial to patients.
4.Effect of different ovulation induction regimens for polycystic ovary syndrome
Mixia OUYANG ; Ling YANG ; Huizhen TANG ; Na ZHOU ; Sha REN ; Hong YU
Journal of Chinese Physician 2022;24(8):1184-1187,1192
Objective:To explore effects of controlled ovarian stimulation (COS) protocols on pregnancy outcomes for patients with polycystic ovarian syndrome (PCOS) undergoing in vitro fertilization-embryo transfer (IVF-ET). Methods:A total of 1 032 patients with PCOS who underwent IVF-ET from September 1, 2016 to July 31, 2020 in the Reproductive Center of Hunan Provincial Maternal and Child Health Care Hospital were retrospectively analyzed. The patients were divided into modified long regimen group (group A, 126 cases), luteal phase long regimen group (group B, 185 cases), antagonist regimen group (group C, 344 cases), and progestin primed ovarian stimulation (PPOS) group(group D, 377 cases) according to different ovulation stimulation regimens. The ovulation promotion status [days of gonadotropin (Gn), total amount of Gn, estradiol (E 2) level on the day of human chorionic gonadotropin (HCG) injection, number of retrieved eggs, number of mature eggs (MII eggs), number of normal fertilized embryos (2PN), number of high-quality embryos] and the first frozen embryo transfer pregnancy status (clinical pregnancy rate, implantation rate, early abortion rate) were compared among the patients in each group. Results:(1) There was no significant difference in general clinical data between the four groups (all P>0.05). (2) The number of Gn days in group D was significantly less than that in groups A, B and C, and the total number of Gn was significantly less than that in groups A, B and C (all P<0.05); The E 2 level of patients in group C and group D on the day of hCG injection was significantly lower than that of group A and group B (all P<0.05); The number of eggs obtained and MII eggs in group C and group D were significantly lower than those in group A and group B (all P<0.05); The number of high-quality embryos and 2PN in group D were significantly different from those in group A, group B and group C (all P<0.05). (3) The clinical pregnancy rates of the first frozen embryo transfer after whole embryo cryopreservation in group A, group B, group C and group D were 54.72%(29/53), 56.79%(46/81), 52.56%(82/156) and 54.32%(195/359), respectively, with no significant difference among the four groups (all P>0.05). There was no significant difference in embryo implantation rate and early abortion rate among the four groups (all P>0.05). Conclusions:The modified long regimen, luteal phase long regimen, antagonist regimen and PPOS regimen can achieve better pregnancy outcomes in patients with PCOS. Among them, PPOS regimen can reduce the amount and time of Gn, and frozen embryo transfer does not affect the pregnancy outcome of patients. It can be used as one of the priority recommended strategies for PCOS patients who plan to undergo frozen embryo transfer.
5.Clincopathological observation of gastrointestinal anaplastic large cell lymphoma
Wenruo GUO ; Yifeng CHEN ; Yonge OUYANG ; Youyu HUANG ; Huizhen HUANG
Journal of Leukemia & Lymphoma 2013;22(12):732-735
Objective To explore the clinicopathological features,immunohistochemical characteristics of gastrointestinal anaplastic large cell lymphoma (ALCL).Methods Clinical manifestations,histology and immunophenotype of three cases diagnosed with gastrointestinal ALCL were analyzed with the review of related literatures.Results The clinical manifestations of gastrointestinal ALCL were of no characteristical changes.The pathological features were pleomorphic in which some bizarre,horseshoed or kidney-shaped nuclei were seen.The characteristic of one of the three cases was shown as sarcomatoid.All cases expressed LCA,CD3,CD4,CDs,CD45Ro,CD30,two out of three cases expressed ALK protein,otherwise they were negative for B cell related antigens,CD15 and muscle,nerve,epithelium originated antigens.Conclusions ALCL of the gastrointestinal tract is extremely rare as one of the lymphatic hematopoietic system tumors.No definite clinical characteristic is seen in the gastrointestinal ALCL with high grade malignancy.It is easily misdiagnosed as carcinomas or other sarcomas.It is necessary to use biopsy to make a pathological diagnosis.
6.Study of oxidative stress and inflammatory reaction in preeclampsia
Yanqiong OUYANG ; Hanping CHEN ; Huizhen CHEN
Chinese Journal of Perinatal Medicine 2003;0(06):-
0.05,respectively).Conclusions Oxidative stress and inflammatory reaction play an important role in the pathogenesis of PE.Antioxidant and anti-inflammatory treatment may prevent the onset and progress of PE.

Result Analysis
Print
Save
E-mail