Recently developed three-dimensional echocardiography rendering technology，which includes transillumination imaging and tissue transparency imaging，is based on powerful artificial intelligence algorithm and employs unique visualization methods. This novel technology enables intuitive and realistic visualization of the heart's three-dimensional structure and blood flow images，providing richer and more accurate imaging information for evaluating cardiac anatomy and function. They demonstrate unique value in the diagnosis and treatment of structural heart diseases. This article reviews the applications and prospects of three-dimensional echocardiographic rendering techniques in structural heart disease.

As a physical treatment technique, modified electro-convulsive therapy (MECT) is used to treat mental and certain neurological disorders by causing seizures with short, suitable electrical currents applied to the brain while the patient is under general anesthesia and muscle relaxants. MECT is recognized for its therapeutic efficacy and clinical safety, rendering it one of the most prevalent interventions in psychiatric care. To enhance clinical outcomes and minimize adverse effects, this consensus document delineates the indications, therapeutic parameters, therapeutic procedures, potential adverse effects, and associated management strategies for MECT. These guidelines are informed by the latest clinical research and expert consensus, integrating evidence-based medicine methodologies. The objective is to furnish clinicians with precise operational guidelines and to advance the standardization of MECT practices in clinical settings.

The incidence of thyroid cancer has been increasing,and early diagnosis and treatment are crucial for improving patient prognosis.With the advancement of artificial intelligence(AI)technology,significant progress has been made in its application in the diagnosis and treatment of thyroid cancer.AI technology has notably enhanced the diagnostic accuracy of thyroid cancer.By optimizing imaging examinations such as ultrasound and CT scans,it can more precisely identify malignant features of thyroid nodules.In fine-needle aspiration biopsy,the integration of AI with genetic testing technologies has improved both the accuracy and efficiency of diagnosis.In terms of treatment,AI assists in intraoperative functional preservation,reducing the risk of surgical trauma.For instance,it can accurately identify the locations of the recurrent laryngeal nerve and parathyroid glands.Additionally,AI is capable of predicting the efficacy of 131I treatment and the risk of complications,thereby guiding postoperative follow-up and management.The core strength of AI technology lies in its powerful data processing and analytical capabilities,enabling it to uncover latent patterns within data and provide a scientific basis for treatment decision-making.Looking ahead,with continuous technological advancements,AI is expected to propel the diagnosis and treatment of thyroid cancer towards greater intelligence and precision.However,challenges such as data privacy and algorithm transparency need to be addressed.This article provides a review of the research progress of AI technology in the fields of diagnosis,treatment,and prognosis prediction of thyroid cancer,explores the current strengths and weaknesses of AI technology,and looks forward to its future development directions while acknowledging challenges like data privacy and algorithm transparency.

Objective To evaluate the efficacy of human papillomavirus E6/E7(HPV E6/E7)mRNA combined with colposcopy in screening cervical cancer and precancerous lesions.Methods A total of 480 patients with suspected cervical precancerous lesions in the hospital from July 2022 to De-cember 2024 were retrospectively selected as research objects.All the patients underwent HPV E6/E7 mRNA testing,colposcopy,and pathological examination.Taking the pathological examination results as the diagnostic golden standard,the diagnostic values of HPV E6/E7 mRNA and colposcopy alone as well as their combination were analyzed.Results The pathological examination results of 480 pa-tients showed that there were 192 negative cases,including 1 case of normal cervix and 191 cases of benign lesions;there were 288 positive cases,including 133 cases of low-grade squamous intraepithe-lial lesions(LSIL),110 cases of high-grade squamousintraepithelial lesions(HSIL),and 45 cases of cervical squamous cell carcinoma(SCC).The colposcopy results showed 211 true-positive cases and 138 true-negative cases;the HPV E6/E7 mRNA test results showed 199 true-positive cases and 137 true-negative cases;the combined test results showed 239 true-positive cases and 174 true-negative cases.The sensitivity(95.22％),specificity(75.98％),accuracy(86.04％),positive predic-tive value(81.29％),and negative predictive value(93.55％)of the combined test were signifi-cantly higher than those of each individual test(P＜0.001).Moreover,the consistency between the combined test and pathological results(Kappa=0.718,P＜0.001)was also significantly high-er than that of each individual test.Conclusion Compared with HPV E6/E7 mRNA or colposcopy alone,the combined test has higher clinical application value in screening of cervical precancerous lesions and cervical cancer,shows stronger consistency with pathological results,and is of great sig-nificance for the early differential diagnosis of cervical precancerous lesions and cervical cancer.

Objective:To reassess the pathogenicity of copy number variants (CNVs) involving chromosomal microdeletions and microduplications classified as variants of uncertain significance (VUS).Methods:This retrospective study analyzed 1 882 pregnant women who underwent invasive prenatal diagnosis for chromosomal microarray analysis (CMA) at the First Medical Center, Chinese PLA General Hospital between January 1, 2018, and December 31, 2022. The results were classified according to the American College of Medical Genetics and Genomics guidelines, with 82 fetuses rated as VUS selected for the study. We analyzed invasive prenatal diagnostic indications, followed up on fetal ultrasound findings, parental origin identification results, and pregnancy outcomes, and reclassified VUS CNVs based on the latest evidence. Descriptive statistical analysis was applied to the data.Results:(1) Among the 82 fetuses with VUS CNVs, prenatal diagnostic indications included fetal structural abnormalities detected by ultrasound (21 cases, 25.6%), abnormal non-invasive prenatal testing (NIPT) results (12 cases, 14.6%), high-risk serum screening (seven cases, 8.5%), advanced maternal age (≥35 years at expected delivery, 28 cases, 34.1%), and other indications (14 cases, 17.1%). Sixteen cases (19.5%) exhibited abnormal phenotypes, with seven pregnancies terminated due to severe structural abnormalities detected by prenatal ultrasound. Seventy-five live births were followed up for 25 (13-66) months. (2) Among the 82 cases, five fetuses had two VUS CNVs detected by CMA, while the remaining 77 had only one, totaling 87 VUS CNVs. Of these, 63 (72.4%) were chromosomal microduplications and 24 (27.6%) were chromosomal microdeletions. The size of the CNV segments ranged from 0.85 (0.05-5.61) Mb, with 82 segments less than 2 Mb. Parental origin identification was refused by 44 cases (53.7%), while 38 (46.3%) underwent the test, revealing eight (21.0%) de novo variants and 30 (78.9%) inherited from either parent (12 maternal and 18 paternal). (3) Among the 87 VUS CNVs, the ratings of 11 CNVs (12.6%) changed after re-evaluation. This included one 4p16.2 microdeletion and two 15q11.2 microdeletions being upgraded to pathogenic, one 16p13.11 microduplication being upgraded to likely pathogenic, one Xp22.31 microduplication and two 2q13 microdeletions being downgraded to likely benign, and four Xp22.31 microduplications being downgraded to benign. (4) Among the 16 fetuses with abnormal phenotypes, seven with prenatal abnormalities terminated pregnancies, including six with structural abnormalities and one with severe fetal growth restriction. After re-evaluation, one case was upgraded to pathogenic, while six remained VUS. Nine live births with postnatal abnormal phenotypes showed no change in classification after re-evaluation. Among the 66 cases (80.5%) without abnormal phenotypes, 10 had their classifications changed after re-evaluation. Conclusions:Fetuses with VUS CNVs often exhibit no significant abnormal phenotypes and have a relatively favorable prognosis, however, further floow-up is still needed. Parental origin identification can provide valuable insights for genetic counseling.

Objective:To analyze the relationship between Cardiovascular Health(CVH)and Pelvic Inflamma-tory Disease(PID)using data from the National Health and Nutrition Examination Surveys(NHANES).Meth-ods:Participants from the NHANES database were extracted based on the inclusion of PID,LE8 scores,and mul-tiple potential confounding factors,excluding those with missing variables.Multivariate Logistic regression analysis was conducted using R to assess the relationship between the CVH and the risk of PID.Additionally,subgroup a-nalysis and interaction tests were performed for age,race,poverty,marital status,education,BMI,menstrual regu-larity,and pregnancy history.Results:A total of 3934 female participants were included,with an average age of 39.95±11.42 years.Multivariable Logistic regression analysis showed that after adjusting for age,race,BMI,edu-cation level,marital status,household income,menstrual cycle,and pregnancy history,the risk of PID gradually decreased with an increase in CVH assessment metric LE8 scores(OR 0.98,95％CI 0.97-0.99,P＜0.001).Stratified analysis indicated significant interactions between age,race,and marital status in the association be-tween CVH and PID(interaction P＜0.05 for all),while household income level,education level,BMI,menstrual regularity,and pregnancy history showed no significant interactions with the CVH and PID association(P＞0.05).Conclusions:There is a significant negative relationship between CVH and PID in adult women in the United states,suggesting that better cardiovascular health may help reduce the risk of PID.

Objective To evaluate the clinical efficacy and safety of bumetanide in comparison with other diuretics for the prevention and management of postoperative pleural effusion in patients undergoing hepatobiliary surgery.Methods A total of 168 patients undergoing routine hepatobiliary surgery were randomly assigned to either the bumetanide group or the control group(other diuretics).Patients in the bumetanide group received bumetanide injection at a dose of 1 mg intravenously once daily.In contrast,the control group received one of the following treatments:furosemide injection at 20 mg intravenously once daily,furosemide tablets at 40 mg orally twice daily,or a combination of furosemide tablets(40 mg orally twice daily)and spironolactone tablets(60 mg orally twice daily).All treatments were administered for three days postoperatively.The incidence of postoperative pleural effusion,length of hospital stay,and drug-related adverse reactions were compared between the two groups.Additionally,multivariate logistic regression analysis was conducted to identify independent risk factors for moderate-to-severe pleural effusion after surgery.Results A total of 82 patients were enrolled in the bumetanide group and 86 in the control group.No significant differences were observed in the general demographic and clinical characteristics between the two groups(P>0.05),except for sex and ALT levels(P<0.05).The incidence of moderate-to-severe pleural effusion was higher in the control group than in the bumetanide group,with rates of 9.3％and 1.2％,respectively(all P<0.05).Additionally,the length of hospital stay was significantly longer in the control group(19.94±0.90 days)compared to the bumetanide group(17.15±1.06 days)(all P<0.05).Thora-centesis was performed in 2 cases in the bumetanide group and 8 cases in the control group,but this difference was not statistically significant(P>0.05).The primary adverse drug reactions in both groups included hypokalemia,hypochloremia,hyponatremia,and hypocalcemia.The overall incidence of adverse drug reactions was 35.4％in the bumetanide group and 34.9％in the control group,showing no significant difference(P>0.05).Multivariate regression analysis revealed that a history of hepatitis B,cirrhosis,and the use of bumetanide were independent predictors of moderate-to-severe pleural effusion during routine hepatobiliary surgery(all P<0.05).Conclusions Bumetanide demonstrates superior efficacy compared to other conventional diuretics in the prevention and manage-ment of postoperative pleural effusion in hepatobiliary surgery,suggesting potential clinical application value.

The incidence of thyroid cancer has been increasing,and early diagnosis and treatment are crucial for improving patient prognosis.With the advancement of artificial intelligence(AI)technology,significant progress has been made in its application in the diagnosis and treatment of thyroid cancer.AI technology has notably enhanced the diagnostic accuracy of thyroid cancer.By optimizing imaging examinations such as ultrasound and CT scans,it can more precisely identify malignant features of thyroid nodules.In fine-needle aspiration biopsy,the integration of AI with genetic testing technologies has improved both the accuracy and efficiency of diagnosis.In terms of treatment,AI assists in intraoperative functional preservation,reducing the risk of surgical trauma.For instance,it can accurately identify the locations of the recurrent laryngeal nerve and parathyroid glands.Additionally,AI is capable of predicting the efficacy of 131I treatment and the risk of complications,thereby guiding postoperative follow-up and management.The core strength of AI technology lies in its powerful data processing and analytical capabilities,enabling it to uncover latent patterns within data and provide a scientific basis for treatment decision-making.Looking ahead,with continuous technological advancements,AI is expected to propel the diagnosis and treatment of thyroid cancer towards greater intelligence and precision.However,challenges such as data privacy and algorithm transparency need to be addressed.This article provides a review of the research progress of AI technology in the fields of diagnosis,treatment,and prognosis prediction of thyroid cancer,explores the current strengths and weaknesses of AI technology,and looks forward to its future development directions while acknowledging challenges like data privacy and algorithm transparency.

Objective To evaluate the clinical efficacy and safety of bumetanide in comparison with other diuretics for the prevention and management of postoperative pleural effusion in patients undergoing hepatobiliary surgery.Methods A total of 168 patients undergoing routine hepatobiliary surgery were randomly assigned to either the bumetanide group or the control group(other diuretics).Patients in the bumetanide group received bumetanide injection at a dose of 1 mg intravenously once daily.In contrast,the control group received one of the following treatments:furosemide injection at 20 mg intravenously once daily,furosemide tablets at 40 mg orally twice daily,or a combination of furosemide tablets(40 mg orally twice daily)and spironolactone tablets(60 mg orally twice daily).All treatments were administered for three days postoperatively.The incidence of postoperative pleural effusion,length of hospital stay,and drug-related adverse reactions were compared between the two groups.Additionally,multivariate logistic regression analysis was conducted to identify independent risk factors for moderate-to-severe pleural effusion after surgery.Results A total of 82 patients were enrolled in the bumetanide group and 86 in the control group.No significant differences were observed in the general demographic and clinical characteristics between the two groups(P>0.05),except for sex and ALT levels(P<0.05).The incidence of moderate-to-severe pleural effusion was higher in the control group than in the bumetanide group,with rates of 9.3％and 1.2％,respectively(all P<0.05).Additionally,the length of hospital stay was significantly longer in the control group(19.94±0.90 days)compared to the bumetanide group(17.15±1.06 days)(all P<0.05).Thora-centesis was performed in 2 cases in the bumetanide group and 8 cases in the control group,but this difference was not statistically significant(P>0.05).The primary adverse drug reactions in both groups included hypokalemia,hypochloremia,hyponatremia,and hypocalcemia.The overall incidence of adverse drug reactions was 35.4％in the bumetanide group and 34.9％in the control group,showing no significant difference(P>0.05).Multivariate regression analysis revealed that a history of hepatitis B,cirrhosis,and the use of bumetanide were independent predictors of moderate-to-severe pleural effusion during routine hepatobiliary surgery(all P<0.05).Conclusions Bumetanide demonstrates superior efficacy compared to other conventional diuretics in the prevention and manage-ment of postoperative pleural effusion in hepatobiliary surgery,suggesting potential clinical application value.

Objective To observe the value of Swin2SR network based on Transformer architecture for reconstructing chest super-resolution CT images.Methods Chest CT data of 218 patients were retrospectively collected.Swin2SR model based on Transformer architecture was adopted to enhance standard 512 matrix(512 × 512)CT images(standard-512 group)into 1 024(SR-1 024 group)and 2 048(SR-2 048 group)matrix SR CT images,respectively.Subjective and objective evaluation of image quality were performed,and the results were compared among groups.Results The subjective scores of overall imaging quality and lesion clarity in SR-1 024 and SR-2 048 groups were both higher than those in standard-512 group(all P＜0.05),while no significant difference was found between the former two(P＞0.05).Meanwhile,no significant difference of objective indexes of imaging quality was observed among 3 groups(all P＞0.05).Conclusion Swin2SR model could reconstruct chest SR CT images without increasing noise and improve imaging quality.