Objective To investigate the influencing factors of adverse pregnancy outcomes in patients with recurrent spontaneous a-bortion(RSA),construct and validate the Nomogram risk prediction model.Methods A total of 219 patients with RSA admitted to the Second Affiliated Hospital of Kunming Medical University from March 2021 to March 2024 were selected and divided into the poor preg-nancy outcome group(n=129)and the good pregnancy outcome group(n=90)according to the pregnancy outcome.The case data was collected.Results There were statistically significant differences in the leukocyte esterase(LE)positive/negative,hydrogen peroxide(H2O2)positive/negative,bacterial vaginosis(BV),and gestational week of delivery between two groups(P＜0.05).The results of multivariate Logistic regression analysis showed that LE positivity(OR=10.677),H2O2 negativity(OR=3.796),and BV infection(OR=4.827)were the risk factors for adverse pregnancy outcomes in RSA patients,whereas an increase in the gestational week of deliv-ery(OR=0.294)was a protective factor.The area under the curve(AUC)of the Nomogram prediction model constructed based on this was 0.913.The validation results showed that the model had high discrimination,goodness of fit,calibration and net benefit for clinical decision-making.Conclusion Vaginal microecological imbalance and vaginal enzymatic alterations are correlate with adverse pregnancy outcomes in patients with RSA.The Nomogram prediction model constructed on the basis of LE,H2O2,BV and gestational week of deliv-ery can conveniently and efficiently assess the probability of adverse pregnancy outcomes in patients with RSA,and provide a basis for the early identification of high-risk patients and the prevention of the occurrence and development of RSA.

The number of patients with eye diseases in China is enormous,and the negative effects of these conditions,such as impaired visual function,psychological burdens,and restricted social participation,are becoming increasingly severe.Due to the limited and unevenly distributed ophthalmic resources,and the significant limitations of traditional diagnostic and therapeutic approaches in terms of accuracy and efficiency,there is an urgent need for more sensitive and efficient modalities.With the rapid advancement of artificial intelligence technology,ophthalmic diagnosis has entered a new stage of intelligent transformation.Facial photos,as a noninvasive and convenient medium,show unique advantages in eye disease diagnosis.Artificial intelligence systems based on facial photo analysis have been applied to the screening and diagnosis of conditions such as myopia,strabismus,ptosis,and thyroid eye disease,showing promising results.This review introduces the workflow of intelligent diagnosis for ocular diseases based on facial photographs,with a focus on recapitulating relevant research findings both domestically and internationally in recent years.It summarizes the innovative features and application advantages of intelligent diagnosis systems for eye diseases based on facial photos,analyzes the current technical bottlenecks and challenges in application,proposes corresponding countermeasures,and discusses future development directions,aiming to provide references and new insights for the intelligent screening and diagnosis of eye diseases.

Objective To investigate the influencing factors of adverse pregnancy outcomes in patients with recurrent spontaneous a-bortion(RSA),construct and validate the Nomogram risk prediction model.Methods A total of 219 patients with RSA admitted to the Second Affiliated Hospital of Kunming Medical University from March 2021 to March 2024 were selected and divided into the poor preg-nancy outcome group(n=129)and the good pregnancy outcome group(n=90)according to the pregnancy outcome.The case data was collected.Results There were statistically significant differences in the leukocyte esterase(LE)positive/negative,hydrogen peroxide(H2O2)positive/negative,bacterial vaginosis(BV),and gestational week of delivery between two groups(P＜0.05).The results of multivariate Logistic regression analysis showed that LE positivity(OR=10.677),H2O2 negativity(OR=3.796),and BV infection(OR=4.827)were the risk factors for adverse pregnancy outcomes in RSA patients,whereas an increase in the gestational week of deliv-ery(OR=0.294)was a protective factor.The area under the curve(AUC)of the Nomogram prediction model constructed based on this was 0.913.The validation results showed that the model had high discrimination,goodness of fit,calibration and net benefit for clinical decision-making.Conclusion Vaginal microecological imbalance and vaginal enzymatic alterations are correlate with adverse pregnancy outcomes in patients with RSA.The Nomogram prediction model constructed on the basis of LE,H2O2,BV and gestational week of deliv-ery can conveniently and efficiently assess the probability of adverse pregnancy outcomes in patients with RSA,and provide a basis for the early identification of high-risk patients and the prevention of the occurrence and development of RSA.

The number of patients with eye diseases in China is enormous,and the negative effects of these conditions,such as impaired visual function,psychological burdens,and restricted social participation,are becoming increasingly severe.Due to the limited and unevenly distributed ophthalmic resources,and the significant limitations of traditional diagnostic and therapeutic approaches in terms of accuracy and efficiency,there is an urgent need for more sensitive and efficient modalities.With the rapid advancement of artificial intelligence technology,ophthalmic diagnosis has entered a new stage of intelligent transformation.Facial photos,as a noninvasive and convenient medium,show unique advantages in eye disease diagnosis.Artificial intelligence systems based on facial photo analysis have been applied to the screening and diagnosis of conditions such as myopia,strabismus,ptosis,and thyroid eye disease,showing promising results.This review introduces the workflow of intelligent diagnosis for ocular diseases based on facial photographs,with a focus on recapitulating relevant research findings both domestically and internationally in recent years.It summarizes the innovative features and application advantages of intelligent diagnosis systems for eye diseases based on facial photos,analyzes the current technical bottlenecks and challenges in application,proposes corresponding countermeasures,and discusses future development directions,aiming to provide references and new insights for the intelligent screening and diagnosis of eye diseases.

Objective:To combine and improve two kinds of classical transvaginal cervical cerclage,and to provide a new reference for the clinical treatment of patients with cervical insufficiency(CIC).Methods:Retro-spective analysis was performed on the clinical data of 117 patients who underwent transvaginal cervical cerclage due to CIC from January 1,2018 to August 31,2023 in the Second Affiliated Hospital of Kunming Medical Univer-sity.According to different surgical methods,the patients were divided into the modified cerclage group(40 ca-ses),the McDonald cerclage group(40 cases)and the Shirodkar cerclage group(37 cases).Intraoperative and postoperative conditions and pregnancy outcomes were compared.Univariate and multivariate Logistic regression analysis was performed to analyze the related factors of preterm birth after modified cervical cerclage and the oth-er two groups of classical cervical cerclage.Results:①Compared with the McDonald cerclage group,the modified cerclage group had longer effective cervical length,longer delivery and gestational weeks,higher term delivery rate,and shorter post-operative contraction inhibitor time,with statistical significance(P＜0.05).Compared with the Shirodkar cerclage group,the operation time of patients in the modified cerclage was significantly shortened,the amount of intraoperative blood loss was reduced,the use time of postoperative contraction inhibitors was shortened,and the rate of postoperative wire-cutting was decreased,with statistical significance(P＜0.05).②Multivariate Logistic regression analysis of preterm birth showed that the longer the length of the cervix and the later gestational age when the modified cervical cerclage was performed with reference to McDonald's cerclage,the longer the length of the cervix after surgery,the later the gestational age when the suture was removed.The risk of preterm birth was reduced(OR＜1,P＜0.05),while preoperative BMI≥24 kg/m2 was associated with an increased risk of preterm birth(OR＞1,P＜0.05).Using Shirodkar's cerclage as reference,the risk of preterm delivery was consistent between the two types of cervix(P＞0.05).Longer cervical length and later gestational age after suture removal reduced the risk of preterm delivery(OR＜1,P＜0.05).Conclusions:The modified transvaginal cervical cerclage is simple and safe in clinical application,it has certain advantages in improving ad-verse pregnancy outcomes of pregnant women,which provides a new reference for the treatment of pregnant women with CIC.Due to the small number of cases included in the study,comprehensive evaluation by clinicians is still needed for clinical application.

Objective:To combine and improve two kinds of classical transvaginal cervical cerclage,and to provide a new reference for the clinical treatment of patients with cervical insufficiency(CIC).Methods:Retro-spective analysis was performed on the clinical data of 117 patients who underwent transvaginal cervical cerclage due to CIC from January 1,2018 to August 31,2023 in the Second Affiliated Hospital of Kunming Medical Univer-sity.According to different surgical methods,the patients were divided into the modified cerclage group(40 ca-ses),the McDonald cerclage group(40 cases)and the Shirodkar cerclage group(37 cases).Intraoperative and postoperative conditions and pregnancy outcomes were compared.Univariate and multivariate Logistic regression analysis was performed to analyze the related factors of preterm birth after modified cervical cerclage and the oth-er two groups of classical cervical cerclage.Results:①Compared with the McDonald cerclage group,the modified cerclage group had longer effective cervical length,longer delivery and gestational weeks,higher term delivery rate,and shorter post-operative contraction inhibitor time,with statistical significance(P＜0.05).Compared with the Shirodkar cerclage group,the operation time of patients in the modified cerclage was significantly shortened,the amount of intraoperative blood loss was reduced,the use time of postoperative contraction inhibitors was shortened,and the rate of postoperative wire-cutting was decreased,with statistical significance(P＜0.05).②Multivariate Logistic regression analysis of preterm birth showed that the longer the length of the cervix and the later gestational age when the modified cervical cerclage was performed with reference to McDonald's cerclage,the longer the length of the cervix after surgery,the later the gestational age when the suture was removed.The risk of preterm birth was reduced(OR＜1,P＜0.05),while preoperative BMI≥24 kg/m2 was associated with an increased risk of preterm birth(OR＞1,P＜0.05).Using Shirodkar's cerclage as reference,the risk of preterm delivery was consistent between the two types of cervix(P＞0.05).Longer cervical length and later gestational age after suture removal reduced the risk of preterm delivery(OR＜1,P＜0.05).Conclusions:The modified transvaginal cervical cerclage is simple and safe in clinical application,it has certain advantages in improving ad-verse pregnancy outcomes of pregnant women,which provides a new reference for the treatment of pregnant women with CIC.Due to the small number of cases included in the study,comprehensive evaluation by clinicians is still needed for clinical application.

Objective:To combine and improve two kinds of classical transvaginal cervical cerclage,and to provide a new reference for the clinical treatment of patients with cervical insufficiency(CIC).Methods:Retro-spective analysis was performed on the clinical data of 117 patients who underwent transvaginal cervical cerclage due to CIC from January 1,2018 to August 31,2023 in the Second Affiliated Hospital of Kunming Medical Univer-sity.According to different surgical methods,the patients were divided into the modified cerclage group(40 ca-ses),the McDonald cerclage group(40 cases)and the Shirodkar cerclage group(37 cases).Intraoperative and postoperative conditions and pregnancy outcomes were compared.Univariate and multivariate Logistic regression analysis was performed to analyze the related factors of preterm birth after modified cervical cerclage and the oth-er two groups of classical cervical cerclage.Results:①Compared with the McDonald cerclage group,the modified cerclage group had longer effective cervical length,longer delivery and gestational weeks,higher term delivery rate,and shorter post-operative contraction inhibitor time,with statistical significance(P＜0.05).Compared with the Shirodkar cerclage group,the operation time of patients in the modified cerclage was significantly shortened,the amount of intraoperative blood loss was reduced,the use time of postoperative contraction inhibitors was shortened,and the rate of postoperative wire-cutting was decreased,with statistical significance(P＜0.05).②Multivariate Logistic regression analysis of preterm birth showed that the longer the length of the cervix and the later gestational age when the modified cervical cerclage was performed with reference to McDonald's cerclage,the longer the length of the cervix after surgery,the later the gestational age when the suture was removed.The risk of preterm birth was reduced(OR＜1,P＜0.05),while preoperative BMI≥24 kg/m2 was associated with an increased risk of preterm birth(OR＞1,P＜0.05).Using Shirodkar's cerclage as reference,the risk of preterm delivery was consistent between the two types of cervix(P＞0.05).Longer cervical length and later gestational age after suture removal reduced the risk of preterm delivery(OR＜1,P＜0.05).Conclusions:The modified transvaginal cervical cerclage is simple and safe in clinical application,it has certain advantages in improving ad-verse pregnancy outcomes of pregnant women,which provides a new reference for the treatment of pregnant women with CIC.Due to the small number of cases included in the study,comprehensive evaluation by clinicians is still needed for clinical application.

Objective:To combine and improve two kinds of classical transvaginal cervical cerclage,and to provide a new reference for the clinical treatment of patients with cervical insufficiency(CIC).Methods:Retro-spective analysis was performed on the clinical data of 117 patients who underwent transvaginal cervical cerclage due to CIC from January 1,2018 to August 31,2023 in the Second Affiliated Hospital of Kunming Medical Univer-sity.According to different surgical methods,the patients were divided into the modified cerclage group(40 ca-ses),the McDonald cerclage group(40 cases)and the Shirodkar cerclage group(37 cases).Intraoperative and postoperative conditions and pregnancy outcomes were compared.Univariate and multivariate Logistic regression analysis was performed to analyze the related factors of preterm birth after modified cervical cerclage and the oth-er two groups of classical cervical cerclage.Results:①Compared with the McDonald cerclage group,the modified cerclage group had longer effective cervical length,longer delivery and gestational weeks,higher term delivery rate,and shorter post-operative contraction inhibitor time,with statistical significance(P＜0.05).Compared with the Shirodkar cerclage group,the operation time of patients in the modified cerclage was significantly shortened,the amount of intraoperative blood loss was reduced,the use time of postoperative contraction inhibitors was shortened,and the rate of postoperative wire-cutting was decreased,with statistical significance(P＜0.05).②Multivariate Logistic regression analysis of preterm birth showed that the longer the length of the cervix and the later gestational age when the modified cervical cerclage was performed with reference to McDonald's cerclage,the longer the length of the cervix after surgery,the later the gestational age when the suture was removed.The risk of preterm birth was reduced(OR＜1,P＜0.05),while preoperative BMI≥24 kg/m2 was associated with an increased risk of preterm birth(OR＞1,P＜0.05).Using Shirodkar's cerclage as reference,the risk of preterm delivery was consistent between the two types of cervix(P＞0.05).Longer cervical length and later gestational age after suture removal reduced the risk of preterm delivery(OR＜1,P＜0.05).Conclusions:The modified transvaginal cervical cerclage is simple and safe in clinical application,it has certain advantages in improving ad-verse pregnancy outcomes of pregnant women,which provides a new reference for the treatment of pregnant women with CIC.Due to the small number of cases included in the study,comprehensive evaluation by clinicians is still needed for clinical application.

Objective:To combine and improve two kinds of classical transvaginal cervical cerclage,and to provide a new reference for the clinical treatment of patients with cervical insufficiency(CIC).Methods:Retro-spective analysis was performed on the clinical data of 117 patients who underwent transvaginal cervical cerclage due to CIC from January 1,2018 to August 31,2023 in the Second Affiliated Hospital of Kunming Medical Univer-sity.According to different surgical methods,the patients were divided into the modified cerclage group(40 ca-ses),the McDonald cerclage group(40 cases)and the Shirodkar cerclage group(37 cases).Intraoperative and postoperative conditions and pregnancy outcomes were compared.Univariate and multivariate Logistic regression analysis was performed to analyze the related factors of preterm birth after modified cervical cerclage and the oth-er two groups of classical cervical cerclage.Results:①Compared with the McDonald cerclage group,the modified cerclage group had longer effective cervical length,longer delivery and gestational weeks,higher term delivery rate,and shorter post-operative contraction inhibitor time,with statistical significance(P＜0.05).Compared with the Shirodkar cerclage group,the operation time of patients in the modified cerclage was significantly shortened,the amount of intraoperative blood loss was reduced,the use time of postoperative contraction inhibitors was shortened,and the rate of postoperative wire-cutting was decreased,with statistical significance(P＜0.05).②Multivariate Logistic regression analysis of preterm birth showed that the longer the length of the cervix and the later gestational age when the modified cervical cerclage was performed with reference to McDonald's cerclage,the longer the length of the cervix after surgery,the later the gestational age when the suture was removed.The risk of preterm birth was reduced(OR＜1,P＜0.05),while preoperative BMI≥24 kg/m2 was associated with an increased risk of preterm birth(OR＞1,P＜0.05).Using Shirodkar's cerclage as reference,the risk of preterm delivery was consistent between the two types of cervix(P＞0.05).Longer cervical length and later gestational age after suture removal reduced the risk of preterm delivery(OR＜1,P＜0.05).Conclusions:The modified transvaginal cervical cerclage is simple and safe in clinical application,it has certain advantages in improving ad-verse pregnancy outcomes of pregnant women,which provides a new reference for the treatment of pregnant women with CIC.Due to the small number of cases included in the study,comprehensive evaluation by clinicians is still needed for clinical application.

Objective:To combine and improve two kinds of classical transvaginal cervical cerclage,and to provide a new reference for the clinical treatment of patients with cervical insufficiency(CIC).Methods:Retro-spective analysis was performed on the clinical data of 117 patients who underwent transvaginal cervical cerclage due to CIC from January 1,2018 to August 31,2023 in the Second Affiliated Hospital of Kunming Medical Univer-sity.According to different surgical methods,the patients were divided into the modified cerclage group(40 ca-ses),the McDonald cerclage group(40 cases)and the Shirodkar cerclage group(37 cases).Intraoperative and postoperative conditions and pregnancy outcomes were compared.Univariate and multivariate Logistic regression analysis was performed to analyze the related factors of preterm birth after modified cervical cerclage and the oth-er two groups of classical cervical cerclage.Results:①Compared with the McDonald cerclage group,the modified cerclage group had longer effective cervical length,longer delivery and gestational weeks,higher term delivery rate,and shorter post-operative contraction inhibitor time,with statistical significance(P＜0.05).Compared with the Shirodkar cerclage group,the operation time of patients in the modified cerclage was significantly shortened,the amount of intraoperative blood loss was reduced,the use time of postoperative contraction inhibitors was shortened,and the rate of postoperative wire-cutting was decreased,with statistical significance(P＜0.05).②Multivariate Logistic regression analysis of preterm birth showed that the longer the length of the cervix and the later gestational age when the modified cervical cerclage was performed with reference to McDonald's cerclage,the longer the length of the cervix after surgery,the later the gestational age when the suture was removed.The risk of preterm birth was reduced(OR＜1,P＜0.05),while preoperative BMI≥24 kg/m2 was associated with an increased risk of preterm birth(OR＞1,P＜0.05).Using Shirodkar's cerclage as reference,the risk of preterm delivery was consistent between the two types of cervix(P＞0.05).Longer cervical length and later gestational age after suture removal reduced the risk of preterm delivery(OR＜1,P＜0.05).Conclusions:The modified transvaginal cervical cerclage is simple and safe in clinical application,it has certain advantages in improving ad-verse pregnancy outcomes of pregnant women,which provides a new reference for the treatment of pregnant women with CIC.Due to the small number of cases included in the study,comprehensive evaluation by clinicians is still needed for clinical application.