Objective To compare the value of diagnosing septate uterus based on 3D ultrasound using American Society for Reproductive Medicine(ASRM)-2021,European Society of Human Reproduction and Embryology and European Society of Gynecological Endoscopy(ESHRE/ESGE)-2016,Congenital Uterine Malformation by Experts(CUME)-2018 criteria.Methods A total of 164 women of childbearing age with suspected septate uterus due to obvious indentation of endometrium of fundal(indentation depth≥0.5 cm)and no obvious or mild indentation of serous membrane of fundal muscle(indentation depth＜1.0 cm)revealed by 3D ultrasound were retrospectively collected.Among them,114 cases had previous adverse pregnancy events,including infertility,abortion and ectopic pregnancy,etc.Then 3D ultrasonic manifestations of uterus were observed,the depth(septate length)and angle of endometrial depression and the depth of uterine fundus serosa depression were measured.Septate uterus was diagnosed according to ASRM-2021,ESHRE/ESGE-2016 and CUME-2018 criteria,respectively,and the diagnostic results were compared.For patients with and without previous adverse pregnancy,the diagnostic results of septate uterus using 3 kinds of criteria were compared,and the correlations of septate length and the angle of endometrial depression of septate uterus diagnosed using 3 kinds of criteria and adverse pregnancy events were analyzed.Results Among 164 cases,the diagnosis rate of septate uterus according to ASRM-2021 criteria was 43.90%(72/164),the remaining 28.05%(46/164)were non-septate uterus and 28.05%(46/164)were not clearly diagnosed.According to ESHRE/ESGE-2016 criteria,the diagnosis rate of septate uterus was 96.95%(159/164),and the other 3.05%(5/164)was non-septate uterus.The diagnosis rate of septate uterus based on CUME-2018 criteria was 73.78%(121/164),and 26.22%(43/164)was non-septate uterus.There were significant differences of diagnosing results of septate uterus based on the above three criteria(χ2=32.818-81.387,all P＜0.001).For patients with previous adverse pregnancy events,the diagnosis rate of septate uterus based on ASRM-2021 and CUME-2018 criteria were both higher than that for patients without adverse pregnancy events(both P＜0.05).No significant difference was found between patients with or without adverse pregnancy events based on ESHRE/ESGE-2016 criteria(P=0.981).Among 72,159 and 121 cases of septate uterus diagnosed according to ASRM-2021,ESHRE/ESGE-2016 and CUME-2018 criteria,respectively,57,110 and 91 cases had adverse pregnancy events,respectively.The septate length of septate uterus diagnosed using ESHRE/ESGE-2016 and CUME-2018 criteria were both positively correlated with adverse pregnancy events,and the angle of endometrial depression of septate uterus diagnosed using the above 3 kinds of criteria was negatively correlated with adverse pregnancy events(all P＜0.05).Conclusion Compared with ASRM-2021 and ESHRE/ESGE-2016 criteria,the clinical value of diagnosing septate uterus using CUME-2018 was higher.For patients with previous adverse pregnancy events,the diagnostic value of both ASRM-2021 and CMEC-2018 criteria were relatively high.

Oligometastasis represents an intermediate state between local confined disease and systemic metastatic disease.Interventional therapy demonstrated significant potential for treating oligometastasis.The research progresses in local interventional therapy of oligometastatic malignant tumors were reviewed in this article.

Objective To observe the value of enhanced CT radiomics combined with deep learning(DL)algorithm for predicting cervical lymph node metastasis(CLNM)of papillary thyroid carcinoma(PTC).Methods Totally 100 patients with single PTC were retrospectively enrolled and divided into training set(n=70)and test set(n=30)at the ratio of 7∶3.The optimal radiomics features and DL features of lesions were extracted and screened based on arterial phase cervical CT,and the radiomics score(Radscore)and DL score(Deepscore)were calculated to construct radiomics model and DL model,respectively.Clinical data,routine CT findings,Radscore and Deepscore were enrolled in multivariate logistic regression analysis to screen the independent predictors of PTC CLNM,and a combined model was then constructed.The receiver operating characteristic curve was plotted,and the area under the curve(AUC)was calculated to evaluate the efficacy of each model for predicting PTC CLNM.Results Thirteen optimal radiomics features and 12 DL features were selected.Radscore(OR=1.698,P=0.002)and Deepscore(OR=1.872,P=0.021)were both independent predictors of PTC CLNM.The AUC of radiomics mode,l DL model and combined model for predicting PTC CLNM was 0.775,0.876 and 0.880 in training set,which in test set was 0.739,0.776 and 0.789,respectively.In training set,the prediction efficacy of combined model was better than that of radiomics model(Z=2.551,P=0.011).Conclusion Combined with DL algorithm could effectively increase the efficacy of enhanced CT radiomics for predict PTC CLNM.

Objective To observe the value of interventional treatment of lumbar disc herniation(LDH)based on degree of degeneration and fibrous ring rupture.Methods Totally 198 patients with LDH were retrospectively enrolled.Based on findings in digital subtraction angiography(DSA),the degree of degeneration and fibrous ring rupture were evaluated and different treatments were performed,and the efficacies were observed.Results Intradiscal electrothermal annuloplasty(IDET)were performed in 48 cases with fibrous ring degeneration and rupture of intervertebral disc but without protrusion,percutaneous lumbar diskectomy(PLD)/percutaneous laser disk decompression(PLDD)+ozone ablation were performed in 25 cases with grade 1 degeneration and grade 2 rupture with mild protrusion,targeted radiofrequency+ozone ablation were done in 23 cases with grade 2 degeneration and grade 2 or above rupture with mild protrusion,collagenase dissolution+PLD were done in 100 cases with grade 2 or above degeneration and grade 2 or above rupture with moderate or above protrusion and contrast agent entered into protruded intervertebral disc,while percutaneous cement discoplasty(PCD)were performed in 2 cases with grade 3 degeneration and grade 3 rupture with intervertebral stenosis.Twelve months after treatment,among 198 cases,excellent,good,acceptable and poor therapeutic effect was observed in 75,101,16 and 6 cases,respectively,with the effective rate of 96.97%(192/198).Conclusion Interventional treatments of LDH based on the degree of degeneration and fibrous ring rupture were valuable.

Objective To investigate the effect of drug-eluting bead DACE(DEB-TACE)combined with systemic treatment for hepatocellular carcinoma(HCC)in different locations.Methods A total of 204 HCC patients who underwent DEB-TACE combined with systemic therapy(targeted and immunotherapy)were retrospectively collected.According to the anatomical location of HCC,86 cases with lesions located at the main trunk of portal vein(PV)or within 1 cm of the first PV branch were classified into central type group,while 118 cases with lesions located at the other areas were classified as peripheral type group.Follow-up was regularly performed after DEB-TACE until August,2024.The objective response rate(ORR)and disease control rate(DCR)at 1,3,6 and 12 months after DEB-TACE,also patients'progression-free survival(PFS)and overall survival(OS)were compared between groups.Results All patients were followed up for a median of 32.6 months,during which 164 cases died.Significant differences of ORR at 1 and 3 months after DEB-TACE(77.91％[67/86]vs.89.83％[106/118],34.88％[30/86]vs.54.24％[64/118])and DCR at 3 and 6 months after DEB-TACE(51.16％[44/86]vs.66.95％[79/118],34.88％[30/86]vs.50.00％[59/118])were found between groups(all P＜0.05).Patients'PFS(30.18[9.12,48.54]months)and OS(37.36[17.79,56.68])in peripheral type group were better than those in central type group(20.11[11.35,28.87]months and 23.24[3.11,43.47]months,x2=3.971,4.162,P=0.048,0.041).Conclusion The effect of DEB-TACE combined with systemic treatment for peripheral type HCC was better than for central type HCC.

Objective To observe the value of machine learning(ML)models constructed based on pre-treatment clinical and CT features for predicting acute liver function deterioration(ALFD)in hepatocellular carcinoma(HCC)patients after the first time TACE.Methods Totally 320 HCC patients who underwent the first TACE were retrospectively enrolled and divided into training set(n=256)and test set(n=64)at the ratio of 4∶1.ALFD was evaluated according to clinical,laboratory and image findings within 2 weeks after TACE.Univariate analysis was performed to compare clinical baseline data and diameter of HCC on pre-TACE CT in training set,and parameters being statistical different between patients with and without ALFD were used to construct ML models using 9 different ML algorithms.The efficacy of each model for predicting ALFD in test set was evaluated,and the optimal model was selected.The calibration degree and clinical value of the optimal model were assessed in test set,and the contribution of each parameter was analyzed using SHAP method.Results In training set,76 cases were ALFD and 180 cases were non-ALFD,while in test set,18 cases were ALFD and 46 cases were non-ALFD.Among 9 ML models,the sensitivity,specificity,accuracy,area under the curve,F1 value and Kappa value of extreme gradient boosting(XGBoost)model in test set was 85.12%,89.34%,88.08%,0.927,0.811 and 0.725,respectively.XGBoost model was considered as the optimal one,with predicted probability in test set in good agreement with actual probability and high clinical net benefit.The contribution of patients'age,lesion diameter on pre-TACE CT,glutamic-pyruvic transaminase,glutamic-oxaloacetic transaminase and TACE time were all great for XGBoost model.Conclusion XGBoost model based on pre-treatment clinical and CT features could be used to effectively predict ALFD in HCC patients after the first time TACE.

Objective To compare the application value of direct arteriovenous fistula(AVF),after ultrasound-guided percutaneous transluminal angioplasty(PTA)dilation of radial artery AVF formation and reverse"J"arteriovenous graft(AVG)in hemodialysis patients with small diameter vessels.Methods Totally 96 end-stage renal disease patients with distal radial artery＜1.5 mm and cephalic vein≥2.0 mm who planning to receive hemodialysis were retrospectively enrolled.The patients were divided into AVF group(n=30),PTA+AVF group(n=34)and AVG group(n=32)according to fistulization methods.The technical success rate,clinical success rate,primary patency rate and secondary patency rate were compared among groups.Results The technical success rate of AVF group,PTA+AVF group and AVG group was 80.00%,94.12%and 100%,respectively,and the clinical success rate was 30.00%,82.35%and 93.75%,respectively,with significant differences among 3 groups(both P＜0.05).The primary patency rate 1,3,6,9 and 12 months after fistulization in AVF group was 80.00%,30.00%,27.59%,27.59%and 24.14%,respectively,in PTA+AVF group was 94.12%,82.35%,78.79%,68.75%and 62.50%,respectively,while in AVG group was 100%,93.33%,83.33%,76.67%and 66.67%,respectively,all being significant different among 3 groups(all P＜0.05).The secondary patency rate 1,3,6,9 and 12 months after fistulization in AVF group was 83.33%,75.00%,75.00%,70.83%and 58.33%,respectively,in PTA+AVF group was 93.33%,93.33%,83.33%,83.33%and 80.00%,respectively,while in AVG group was 100%,100%,93.33%,90.00%and 80.00%,respectively,also being significant different among 3 groups(all P＜0.05).Conclusion Compared with direct and after ultrasound-guided PTA dilation of radial artery AVF formation,AVG formation was more valuable for hemodialysis patients with small diameter vessels.

Objective To comparatively observe the value of different machine learning(ML)models for predicting cervical lymph node metastasis(CLNM)of papillary thyroid carcinoma(PTC).Methods Totally 207 patients with pathologically diagnosed PTC were enrolled and divided into metastasis group(n=103)and non-metastasis group(n=104)according to lymph nodes pathology findings after surgical resection,also divided into training set(n=144)and validation set(n=63)with a ratio of 7∶3.Random forest(RF),decision tree(DT),K-nearest neighbor(KNN),logistic regression(LR)and support vector machine(SVM)models were constructed through combining clinical information and ultrasonic manifestations of lymph nodes.Receiver operating characteristic curves were drawn,and the areas under the curve(AUC)were calculated to evaluate the efficacy of these ML models for predicting PTC CLNM.Results Patients'age,transverse diameter/longitudinal diameter ratio of lymph node≥0.5,lymph nodes with cystic change,microcalcification,disappearance of lymphatic gate,hypoechoic mass and unclear border were all impact factors of PTC CLNM,among which microcalcification had the highest contribution to the models.In training set,AUC of DT and RF models were both 0.987,with accuracy reached 93.06%.In validation set,AUC of DT and RF models was 0.817 and 0.895,respectively,all higher than those of other models.The accuracy,specificity and positive predictive value of RF model in validation set was 84.13%,93.10%and 92.86%,respectively,and RF model was the best one among all 5 ML models.Conclusion Among different ML models,RF model was the best one for predicting PTC CLNM.

Objective To explore the value of MRI subtraction technique(ST)for evaluating the efficacy of systemic therapy for advanced hepatocellular carcinoma(HCC)and predicting prognosis after combining with surgery.Methods Totally 35 patients with 39 HCC lesions who received systemic therapy+radical resection were retrospectively collected.Based on preoperative MRI,tumor activity ratio(recorded as tumor activityST)was obtained with ST,while tumor activity value(recorded as tumor activitypathology)was obtained through postoperative pathology,and their correlation was analyzed.The patients were regularly followed up after surgery,and the survival data were recorded.Receiver operating characteristic(ROC)curve was drawn to evaluate the efficacy of tumor activityST for predicting patients'survival status.Then the patients were divided into survival benefit group and no survival benefit group according to the cut-off value,and survival analysis was conducted.Results Tumor activityST was positively correlated with tumor activitypathology(r=0.900,P＜0.001).The median follow-up time was 32.93 months,during which 8 patients died,and the median survival time was 29.9 months.The area under the curve(AUC)of tumor activityST for predicting patients'survival status was 0.67,and the cut-off value was 0.36.Thirty patients with tumor activityST＜0.36 were enrolled in survival benefit group,while 5 patients≥0.36 were collected in no survival benefit group.The overall survival in survival benefit group was longer than that in no survival benefit group(P＜0.001).Conclusion MRI ST could be used to non-invasively evaluate the efficacy of systemic therapy for advanced HCC and predict prognosis after combining with surgery.

Objective To observe the value of quantitative parameters of synthetic MRI(syMRI)and multiplexed sensitivity encoding diffusion weighted imaging(MUSE-DWI)for predicting pathological characteristics of endometrial cancer(EC).Methods Totally 125 patients with single EC were retrospectively collected.Quantitative parameters of EC,including T1,T2,proton density(PD)and apparent diffusion coefficient(ADC)values were measured based on preoperative syMRI and MUSE-DWI.Univariate analysis and multivariate logistic regression were performed to explore quantitative parameters of EC in order to screen independent predictors of EC with different pathologic characteristics for establishing combined models.Receiver operating characteristic curves were drawn,the area under the curves(AUC)were calculated to evaluate the predictive efficacy of models.Results Among 125 cases,type Ⅰ(estrogen-dependent type)and type Ⅱ(non-estrogen-dependent type)EC were found in 109 and 16 cases,respectively,including 94 cases of medium-low grade(31 of grade G1+63 of grade G2)and 31 cases of high grade(grade G3)EC,93 low-risk type(grade G1-2 type Ⅰ EC)and 32 high-risk type(grade G3 type Ⅰ EC+type Ⅱ EC),with muscular invasion＜1/2 in 84 cases and≥1/2 in 41 cases.Meanwhile,vascular infiltration was found in 41 cases.Lymph node invasion was detected in 18 cases but not in 105 cases,which remained unclear in 2 cases.T2 value of type Ⅰ EC was higher than that of type Ⅱ EC(P＜0.05).T2 and ADC values of high grade or high-risk type EC were lower than those of medium-low grade or low-risk type EC(all P＜0.05).T1,PD and ADC values of EC with muscular invasion≥1/2 were all lower than of those with muscular invasion＜1/2(all P＜0.05).No significant difference of other quantitative MRI parameters was observed among EC with different pathological features(all P＞0.05).ADC value was independent predictor of EC grade and risk type,PD and ADC values were both independent predictors of EC muscular invasion(all P＜0.05).The AUC of PD+ADC model for predicting muscular invasion depth of EC was 0.739,which was not significantly different with that of single PD and ADC models(0.692 and 0.707)(both P＞0.05).Conclusion Quantitative parameters of syMRI and MUSE-DWI could be used in clinical prediction of pathological characteristics of EC.