Women's Hospital Research Articles

Identifying Patients with Heart Failure Eligible for Guideline-Directed Medical Therapy.

A majority of patients with heart failure (HF) do not receive adequate medical therapy as recommended by clinical guidelines. One major obstacle encountered by population health management (PHM) programs to improve medication usage is the substantial burden placed on clinical staff who must manually sift through electronic health records (EHRs) to ascertain patients' eligibility for the guidelines. As a potential solution, the study team developed a rule-based system (RBS) that automatically parses the EHR for identifying patients with HF who may be eligible for guideline-directed therapy. The RBS was deployed to streamline a PHM program at Brigham and Women's Hospital wherein the RBS was executed every other month to identify potentially eligible patients for further screening by the program staff. The study team evaluated the performance of the system and performed an error analysis to identify areas for improving the system. Of approximately 161,000 patients who have an echocardiogram in the health system, each execution of the RBS typically identified around 4200 patients. A total 5460 patients were manually screened, of which 1754 were found to be truly eligible with an accuracy of 32.1%. An analysis of the false-positive cases showed that over 38% of the false positives were due to incorrect determination of symptomatic HF and medication history of the patients. The system's performance can be potentially improved by integrating information from clinical notes. The RBS provided a systematic way to narrow down the patient population to a subset that is enriched for eligible patients. However, there is a need to further optimize the system by integrating processing of clinical notes. This study highlights the practical challenges of implementing automated tools to facilitate guideline-directed care.

Adherence to diabetic retinopathy screening among children and young adults in Bangladesh

BackgroundEffective diabetic retinopathy screening (DRS) programmes are important in preventing vision impairment and blindness caused by diabetes. This study focuses on identifying the factors affecting attendance or non-adherence to DRS among children and young adults with diabetes mellitus (DM) in Bangladesh.MethodsA mixed-methods approach was used, which included patients diagnosed with DM aged 12–26 years from Bangladesh who were registered at BIRDEM Women and Children hospital in Dhaka. Data collection occurred between July 2019 and July 2020, mainly through telephone and email due to restrictions imposed by the COVID-19 pandemic. Statistical analyses, including chi-squared tests, t-tests, and logistic regression, were used to assess the demographic and clinical factors influencing attendance at DRS.ResultsThe study reported a high 88% attendance rate for DRS among children and young adults in Bangladesh. However, some barriers to attendance were identified. Children under 15 years of age showed a higher tendency to attend their last DRS appointment when compared to older age participants (16–26 years), P < 0.05. Male participants demonstrated a lower likelihood of attending their DRS appointments than females (OR 0.29, CI: 0.17 to 0.50), P < 0.001. Additionally, participants with higher HbA1c levels (mean 9.1%, IQR 2.5) attended their last DRS appointment compared to those with lower levels (mean 8.0%) (p < 0.05). The primary barriers leading to missed DRS appointments were distance to the hospital (15, 31.9%), financial limitations (19, 40.4%), and busy schedules (14, 29.8%).ConclusionsCompliance with DRS was high in this setting especially among younger patients, females, and those with higher HbA1c levels, highlighting the effectiveness of current DRS initiatives in Bangladesh. Addressing barriers such as cost, service accessibility and transportation could improve attendance rates further, and strategies such as flexible scheduling, transport subsidies, telemedicine, and use of artificial intelligence may help overcome these challenges.

Application of comprehensive nursing combined with ISBAR handover approach in the nursing of patients with placental abruption.

The research for this paper was conducted to unveil the effect of comprehensive nursing combined with the Identification-Situation-Background-Assessment-Recommendation (ISBAR) handover approach in the nursing of patients with placental abruption. The 40 cases of placental abruption patients admitted to the Women's Hospital School of Medicine Zhejiang University from May 2021 to May 2022 were subjected to conventional basic nursing combined with traditional handover tool intervention, which was recorded as the control group; the 40 cases of placental abruption patients admitted to the Women's Hospital School of Medicine Zhejiang University from June 2022 to June 2023 were subjected to comprehensive nursing combined with ISBAR handover tool intervention, which was recorded as the observation group. Maternal and infant outcomes, the quality of nurse handover, and the psychological burden [State Anxiety Inventory (S-AI), Trait Anxiety Inventory (T-AI), Distress Thermometer (DT), and General Self-Efficacy Scale (GSES)] were observed in the two groups, and the satisfaction with nursing was also assessed by using a self-administered satisfaction scale in the two groups. The rate of normal delivery of patients in the observation group was higher and the rate of cesarean section and the total incidence of complications were lower than that of the control group. The 1- and 5-min Apgar scores of the newborns in the observation group were higher and the total complication rate was lower than that in the control group. Nurses in the observation group had higher scores for nurses' shift handover quality. S-AI, T-AI, and DT scores were lower in both groups after the intervention and were lowest in the observation group; GSES scores were higher and were highest in the observation group. Satisfaction with nursing was higher in the observation group than in the control group. Comprehensive nursing combined with the ISBAR handover approach applied to the clinical care of patients with placenta abruption can effectively improve the outcomes of mothers and infants, enhance the quality of nurses' shift handovers, reduce the psychological burden of patients and increase nursing satisfaction.

Human Papillomavirus Genotype Attribution and Integration in High-Grade Vaginal Intraepithelial Neoplasia

Objective The aim of the study was to investigate the distribution and association between human papillomavirus (HPV) genotypes and integration as well as their correlation with cervical lesions. Methods Two hundred seven patients diagnosed with high-grade vaginal intraepithelial neoplasia (HG-VaIN) were recruited from the Women's Hospital School of Medicine Zhejiang University between 2015 and 2021 and assayed for HPV genotyping. HPV integration sequencing analysis was conducted using tissues from 53 patients with HG-VaIN and 4 patients with invasive vaginal carcinoma (IVC), along with paired cervical lesion specimens. Results A total of 207 patients with HG-VaIN were categorized as having cervical lesions unrelated to HG-VaIN (group A, 71 patients, 34.30%) or cervical lesion-related HG-VaIN (group B, 136 patients, 65.70%). With an average follow-up of 42.19 months, 12 of 153 patients progressed to IVC and were all from group B. HPV16 infection and the presence of cervical lesions were the 2 main factors associated with disease progression, with cervical lesion coexistence being an independent factor. Compared with group A (5/20, 25%), group B (17/33, 51.52%) showed a higher rate of HPV integration, as demonstrated using HPV integration sequencing analysis, with HPV16 being the most integrated genotype (72.73%). The integration analysis of 4 patients with IVC paired with cervical lesion specimens showed that 3 of the 4 pairs exhibited the same HPV infection and integration sites, indicating a high degree of homology in HPV integration between cervical lesions and HG-VaIN-induced IVC. Conclusions Patients with HG-VaIN associated with cervical lesions exhibited a higher risk of malignant transformation, necessitating more proactive treatment approaches.

Diagnostic Performance of Cytocolposcopy versus Biopsy for Premalignant and Malignant Lesions in a Women's Hospital Dysplasia Clinic

Background: Cervical cancer (CRC) is a public health problem because it is the fourth most common gynecologic neoplasm worldwide. The screening tests used to diagnose this pathology are cervical cytology, which in suspected malignancy or with malignancy requires colposcopy to identify the affected area and thus guide the biopsy, which is the gold standard for diagnosis. Therefore, these tests are complementary, and a high diagnostic concordance is required to make a confident diagnosis. Subjects and Methods: A retrospective, cross-sectional, observational, and analytical study was performed. A total of 1470 medical records were analyzed, of which 175 patients met the inclusion criteria. The cyto-colposcopic diagnostic yield was compared with the histopathologic yield. The concordance between screening tests and the gold standard was calculated using Cohen's kappa coefficient Results: The sample comprised 175 subjects who met the selection criteria (11.9%). The mean age was 34.59 + 11.01 years, ranging from 17 to 65 years. The mean sexual debut was 16.6 years, with a mean of 3.1 ± 2 sexual partners. When patients were classified according to lesion type, the highest percentages were found in low-grade squamous intraepithelial lesions (LSIL). With 45.71, 61.14, and 49.14% for cytologic, colposcopic, and histopathologic examination, respectively. The highest concordance between histopathology and cytology was found in the high-grade squamous intraepithelial lesion (HSIL) with 0.41, and the concordance between histopathology and colposcopy in HSIL and cancer was 0.55 and 0.74, respectively. Conclusions: Papanicolaou tests and colposcopy showed moderate concordance with histopathologic findings; the diagnostic accuracy of colposcopy is superior to that of cytology.

Advancing the management of neonatal hemorrhages: clinical evaluation of external ventricular drainage efficacy.

To evaluate the clinical efficacy of external ventricular drainage (EVD) in the treatment of neonatal intraventricular hemorrhage (IVH). A retrospective analysis was conducted on the clinical data of neonates with IVH admitted to the Department of Neurosurgery at Qingdao Women and Children's Hospital from January 2018 to February 2024. All patients received a definitive diagnosis followed by EVD treatment. Regular follow-ups were conducted, and patients who developed posthemorrhagic hydrocephalus (PHH) underwent ventriculoperitoneal shunt (VPS) procedures. Among the 44 neonates with IVH, 28 were male and 16 were female. The median gestational age at birth was 36weeks (range: 24-40weeks), and the median birth weight was 2.9kg (range: 0.78-4.33kg). There were 3 cases of grade II IVH, 34 cases of grade III IVH, and 7 cases of grade IV IVH. The average duration of EVD was 12.2 ± 5.6days. All patients were followed up for at least 1year. Twelve patients (27%) developed hydrocephalus, of which 8 cases (18%) with progressive ventricular enlargement underwent VPS, and 4 cases (9%) had arrested hydrocephalus and remained stable without VPS. During the follow-up period, 39 patients exhibited normal development, 3 patients (6.8%) developed epilepsy, and 2 patients (4.5%) developed cerebral palsy. EVD is an effective treatment for intraventricular hemorrhage. It improves survival rates and outcomes for patients while effectively reducing the incidence of hydrocephalus.

Objective assessment of computed tomographic pulmonary attenuation of inspiratory and expiratory series in dogs with and without bronchomalacia

Abstract OBJECTIVE To document objective metrics of attenuation of the pulmonary parenchyma on inspiratory and expiratory breath-hold CT in dogs with bronchomalacia (BM) and dogs without BM (NoBM) using automated software analysis. Metrics included mean lung attenuation, percent low-attenuation area at −856 HU, percent high-attenuation area at −700 HU, and percent attenuation area between −600 and −250 HU. ANIMALS Client-owned dogs with BM (n = 123) and NoBM (20). METHODS This retrospective study utilized 3D Slicer software (Brigham and Women's Hospital) to assess pulmonary CT attenuation. Analysis used Spearman correlation and 2-way ANOVA with beta regression. RESULTS Comparing the difference between inspiratory and expiratory phases, there was a significantly greater increase in mean lung attenuation (P = .001), a significant reduction in percent low-attenuation area at −856 HU (P = .016), and a significant increase in percent high-attenuation area at −700 HU and percent attenuation area between −600 and −250 HU (P &lt; .001 and P &lt; .0001, respectively) in BM versus NoBM dogs. CONCLUSIONS The higher inspiratory and expiratory difference in lung attenuation in BM compared to NoBM dogs supports the presence of impaired parenchymal aeration downstream of segmental and subsegmental airway collapse. CLINICAL RELEVANCE Quantitative image analysis holds promise for objectively evaluating changes with BM.

An Application of Machine-Learning-Oriented Radiomics Model in Clear Cell Renal Cell Carcinoma (ccRCC) Early Diagnosis.

Aims/Background Clear cell renal cell carcinoma (ccRCC) is a common and aggressive form of kidney cancer, where early diagnosis is crucial for improving prognosis and treatment outcomes. Radiomics, which utilizes machine learning techniques, presents a promising approach in medical imaging for the early detection and characterization of such conditions. This study aims to explore the clinical utility of a machine-learning-based radiomics model in the early diagnosis of ccRCC. Methods Case data and abdominal computed tomography (CT) tumour images of patients with ccRCC were obtained from The Cancer Imaging Archive (TCIA) database. The dataset included 31 cases in the training set (19 males and 12 females, with an average age of 58.1 years) and 13 cases in the validation set (8 males and 5 females, with an average age of 69.6 years). The volume of interest (VOI) was manually delineated, slice by slice, along the tumour's edge in cross-sectional images of ccRCC. Radiomics features were extracted from each region of interest (ROI) using the "PyRadiomics" plug-in in 3D Slicer software (version 5.1.0, Massachusetts Institute of Technology and Brigham and Women's Hospital, Boston, MA, USA). Feature selection was performed using Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis, followed by 10-fold cross-validation. The selected radiomics features were then used to construct prediction models based on two different supervised machine learning algorithms: logistic regression and random forest. The diagnostic performance of these models was evaluated using receiver operating characteristic (ROC) curves and calibration curves. Finally, clinical data were integrated with the radiomics features to enhance the prediction model. Results A total of 44 radiomics features were ultimately selected to establish the prediction model based on the training set results. Among the two machine learning models, the logistic regression model demonstrated superior diagnostic performance. An evaluation of model establishment, considering both individual radiomics features (DifferenceVariance, JointEnergy.1, JointEntropy.2, MeanAbsoluteDeviation.7, SmallAreaHighGrayLevelEmphasis.7) and clinical data, indicated that the logistic regression model was stable and exhibited strong diagnostic performance, good calibration, and clinical applicability in patients with ccRCC. When clinical data were combined with radiomics features in the model, the area under the curve (AUC) reached 0.969, with an optimal threshold of -2.290, and sensitivity and specificity values of 89.3% and 95.2%, respectively. The calibration curve also confirmed that the logistic regression model had high calibration accuracy and greater clinical application value. Conclusion This machine-learning-based radiomics prediction model demonstrated significant value in the early diagnosis of clear cell renal cell carcinoma (ccRCC).

Dupilumab Treatment for Aspirin-Exacerbated Respiratory Disease in a Real-World Setting: Impact on Quality of Life and Healthcare Utilization.

Patients with aspirin-exacerbated respiratory disease (AERD) have difficult-to-treat asthma and chronic rhinosinusitis with nasal polyps (CRSwNP) and often require treatment with biologic therapy for asthma or CRSwNP. Healthcare utilization in patients with AERD has not been well described since the advent of respiratory biologics. To determine real-world healthcare utilization and quality of life among patients with AERD and to understand the impact of dupilumab, a monoclonal antibody targeting the interleukin 4 receptor, on patient-reported health outcomes and healthcare utilization. We conducted a longitudinal survey study of 98 patients with AERD recruited from the Brigham and Women's Hospital AERD registry. Patients completed online questionnaires describing their medication history, healthcare utilization, and quality of life every 3 months for 2 years. At the end of 24 months, participants who were on dupilumab at the start of the study and those who started dupilumab had a significant reduction in the number of reported poor health days in the preceding month compared to patients not on dupilumab (P < .001 and P < .01, respectively). Participants on dupilumab and those who started dupilumab also had significantly lower overall sinonasal outcome test-22 and asthma control test scores compared to those not on dupilumab over 24 months (P < .05 for both groups). Dupilumab therapy significantly improves health-related quality of life in patients with AERD, specifically as it pertains to patient assessment of days of overall poor health and quality of life related to sinonasal and asthma symptoms.

Current usage and diagnostic performance of cross-sectional imaging in patients with suspected acute appendicitis: a national survey in China.

The role of cross-sectional imaging in the management of acute appendicitis (AA) is contentious. This study aimed to investigate the current usage and diagnostic performance of ultrasound (US) and computed tomography (CT). A national survey was conducted by a core group from The National Ultrasound Quality and Control Center of China among radiologists practicing in medical institutions equipped with emergency departments and regularly performing appendectomies. Radiologists participated by completing the survey online from August 2022 to August 2023 after reviewing medical records of at least 40 patients with suspected AA. Sensitivity, specificity, positive predictive value, and negative predictive value and likelihood ratios were calculated for US and CT, respectively. Diagnostic performance of US between hospital subgroups were also compared. A total of 141 questionnaires were submitted and 118 were eligible, each representing a distinct hospital. A total of 1844 children and 4165 adults were included. There were 76.4% patients underwent US studies, while 23.9% underwent CT studies. Higher percentage of children underwent US studies than adults (82.2% vs. 73.9%, P = 0.000). In children, the sensitivity and specificity of US were 89% and 90%, and of CT were 90% and 48%. In adults, the sensitivity and specificity of US were 92% and 84%, and of CT were 94% and 79%. The Likelihood ratios of US were higher in specialized hospitals (children's or children's and women's hospitals) than general hospitals (34.1 vs. 6.43). US is more commonly used than CT for diagnosing AA in both adults and children. The diagnostic performance of US is comparable to CT. These findings underscore the recognition of US in clinical practice as a low-cost, non-radiative tool.

RapidBrachyIVBT: A dosimetry software for patient-specific intravascular brachytherapy dose calculations on optical coherence tomography images.

Coronary artery disease is the most common form of cardiovascular disease. It is caused by excess plaque along the arterial wall, blocking blood flow to the heart (stenosis). A percutaneous coronary intervention widens the arterial wall with the inflation of a balloon inside the lesion area and leaves behind a metal stent to prevent re-narrowing of the artery (restenosis). However, in-stent restenosis may occur due to damage to the arterial wall tissue, triggering neointimal hyperplasia, producing fibrotic and calcified plaques and narrowing the artery again. Drug-eluting stents, which slowly release medication to inhibit neointimal hyperplasia, are used to prevent in-stent restenosis but fail up to 20% of cases. Coronary intravascular brachytherapy (IVBT), which uses -emitting radionuclides to prevent in-stent restenosis, is used in these failed cases to prevent in-stent restenosis. However, current clinical dosimetry for IVBT is water-based, and heterogeneities such as the guidewire of the IVBT device, fibrotic and calcified plaques and stents are not considered. This study aimed to develop a Monte Carlo-based dose calculation software, accounting for patient-specific geometry from Optical Coherence Tomography (OCT)images. RapidBrachyIVBT, a Monte Carlo dose calculation software based on the Geant4 toolkit v. 10.02.p02, was developed and integrated into RapidBrachyMCTPS, a treatment planning system for brachytherapy applications. The only commercially available IVBT delivery system, the Novoste Beta-Cath 3.5F, with a source train, was modeled with 30, 40, and 60mm source train lengths. The software was validated with published TG-149 parameters compared to Monte Carlo simulations in water. The dose calculation engine was tested with OCT images from a patient undergoing coronary IVBT for recurrent in-stent restenosis at Brigham and Women's Hospital in Boston, Massachusetts. Considering the heterogeneities, the images were segmented and used to calculate the absorbed dose to water and the absorbed dose to medium. The prescribed dose was normalized to 23Gy at 2.0mm from the source center, which is the target volume in IVBT. The dose rate values in water obtained using RapidBrachyIVBT aligned with TG-149 consensus values, showing agreement within a range of 0.03% to 1.7%. Considering the heterogeneities present in the patient's OCT images, the absorbed dose in the entire artery segment was up to 77.5% lower, while within the target volume, it was up to 56.6% lower, compared to the dose calculated in a homogeneous waterphantom. RapidBrachyIVBT, a Monte Carlo dose calculation software for IVBT, was developed and successfully integrated into RapidBrachyMCTPS, a treatment planning system for brachytherapy applications, where accurate attenuation of the absorbed dose by heterogeneities isconsidered.

Clinical and genetic characteristics of children with Pitt-Hopkins syndrome caused by TCF4 gene variants

The clinical data of children with Pitt-Hopkins syndrome (PTHS) who were treated in the Affiliated Women and Children's Hospital of Ningbo University from September 2022 to January 2024 were retrospectively included. The patients were followed up to June 2024, and their clinical and genetic characteristics were analyzed. A total of 4 children were included, 2 males and 2 females, with a diagnostic age [M (Q1, Q3)] of 22 (10, 32) months. All the patients presented with typical facial and overall developmental delay (developmental, motor and language delay). The 4 patients were found to harbor de novo heterozygous variants of the TCF4 gene, including the c.990G>A(p.S330S), c.1417_1418delinsT (p.Pro473ArgfsTer15), c.1028C>G (p.S343*) and c.500-2delinsTC. After 15 months of follow-up, all 4 patients received early rehabilitation treatment, and their gross motor function improved to varying degrees, while 3 patients had no improvement in language function. TCF4 gene variation in 4 children had phenotypic heterogeneity, and the main clinical manifestations were developmental delay, language development disorder and special facial features. Among the gene variation types, there was 1 case each of synonym variation, frameshift variation, nonsense variation and splicing variation.

Diminished ovarian reserve may have no effect on embryo euploidy: A retrospective cohort study.

Does an association exist between diminished ovarian reserve (DOR) and embryonic aneuploidy risk in young women of reproductive age? This retrospective cohort study included 854 participants treated in the Department of Reproductive Medicine, Women's Hospital of Nanjing Medicine University, Nanjing Maternity and Child Health Care Hospital, from May 2016 to September 2023 for a total of 894 cycles. The relationship between ovarian reserve and embryonic euploidy was evaluated using statistical methods such as generalized estimating equation (GEE) and propensity score matching (PSM). Despite the higher number of biopsied blastocysts in women with normal ovarian reserve, no significant difference in embryonic aneuploidy rates was observed between DOR women and the control group. In addition, there were no significant disparities observed in the rates of metaphase II (MII) oocytes, normal fertilization, transferable embryos, blastocyst formation, and high-scoring blastocysts between the DOR and control groups after PSM. This study showed that DOR had no significant effect on the incidence of aneuploidy in embryos. Young women informed about DOR should be relatively confident about the quality of their eggs and the euploidy status of their embryos before conventional assisted reproduction, thereby mitigating concern regarding adverse maternal outcomes due to aneuploidy.

Prenatal diagnosis of a fetus with mosaicism ring chromosome 2

To explore the genetic basis for a fetus with increased risk for Down syndrome and cardiac anomalies discovered by prenatal ultrasonography. A pregnant woman presented at the Women and Children's Hospital of Ningbo University on August 21, 2023 were selected as the study subject. Clinical data were retrospectively analyzed. Maternal peripheral blood sample was collected for non-invasive prenatal testing (NIPT) based on fetal free DNA. Amniotic fluid sample was collected for G-banded chromosomal karyotyping analysis. Trio-whole exome sequencing (WES) was also carried out on the amniotic fluid sample and peripheral blood samples from the couple. Copy number variation (CNV) identified by the WES was validated by real-time fluorescent quantitative PCR (qPCR). Chromosomal karyotyping was also carried out for the couple. This study has been approved by the Medical Ethics Committee of Women and Children's Hospital of Ningbo University (No. EC2020-048). Ultrasound examination at 22+6 gestational weeks had indicated intrauterine growth retardation (IUGR). The fetus was also found to have ventricular septal defect, overriding aorta and pulmonary stenosis. NIPT indicated a low risk for aneuploidy of chromosomes 13, 18 and 21. G-banding analysis revealed that the fetus had a karyotype of 45,XY,-2[5]/46,XY,r(2)(p25q37)[55]. WES has identified a deletion of approximately 1 614.28 kb in the 2p25.3 region, namely seq[hg38]del(2)(p25.3p25.3)chr2: g.10500_1624775del. The same deletion was found in neither parent, suggesting a de novo origin. qPCR results confirmed the expression of target genes in the fetal sample to be significantly reduced, whilst no similar anomaly was found in either parent. The mosaicism ring chromosome 2 probably underlay the IUGR and cardiovascular malformations in this fetus.

Development and validation of the placenta-QUS model for the detection of placenta-mediated diseases using quantitative ultrasound measurements: An Ex Vivo proof-of-concept study

IntroductionPlacenta-mediated diseases are associated with structural changes in the placenta. Quantitative Ultrasound (QUS) imaging measures the acoustic properties of the tissue, which are correlated to the underlying tissue structure. We aimed to develop and validate a diagnostic prediction model using QUS measurements for pre-eclampsia (PE) and small-for-gestational-age (SGA) fetuses/neonates. MethodsFor this prospective case-control study, placentas were collected from a group of women who delivered via cesarean section at BC Women's Hospital, Vancouver, Canada. Ultrasound data were collected and processed to compute three QUS parameters, namely, attenuation coefficient estimate (ACE), integrated backscatter coefficient (IBC), and effective scatterer diameter (ESD) from the placentas. We developed a logistic regression model using QUS parameters as predictors. The primary outcome was the occurrence of SGA and PE. ResultsThe dataset consisted of 47 placentas, of which 25 placentas were complicated by SGA/PE. The final placenta-QUS model included quadratic and interaction terms of ACE, IBC, and ESD parameters. The placenta-QUS model was well-calibrated, with a calibration slope of 0.99 (0.57–1.05) and a calibration intercept of 0.003 (−0.02 − 0.22). The model predicted the SGA/PE complicated pregnancies with an apparent Area Under the Receive Operating Characteristic Curve (AUROC) of 0.89 (95 % CI: 0.78–0.98). The optimism-adjusted AUROC was 0.88 (95 % CI: 0.78–0.98). DiscussionA model for SGA and PE has been developed using QUS measures from the placenta ex vivo. The model showed promising performance in detecting SGA/PE. Future studies will be performed to assess the model performance using QUS measures in utero.

A New Combined Urogynecology and Colorectal Surgery Pelvic Floor Clinic-1 Year On.

This study is aimed at characterizing patients seen at a new combined pelvic floor clinic (CPFC) established at a tertiary women's hospital in Singapore. Study goals include identifying patterns of symptom clusters and reviewing management strategies compared with international care standards, improving understanding of complex female pelvic floor dysfunction, and guiding future development of clinical and ancillary support. This is a single-center, retrospective cohort study of medical case record review for all patients seen at the CPFC between 1 September 2020 and 31 August 2021. All patients seen at CPFC during this study period were included for analysis. Data were deidentified and aggregated, with analysis performed for descriptive and summary statistics. Institutional Review Board approval was obtained with waiver of informed consent. Sixty-six referrals were made to the CPFC, with 57 patients seen in 11 clinic sessions across the 12-month period. The most common reasons for referral were fecal or flatus incontinence (30, 52.6%), severe constipation or defecatory dysfunction (21.1%), and rectal prolapse (17.5%). Most patients (78.9%) had multiple symptoms. Our patient demographic profile aligns with known risk factors for pelvic floor dysfunction, presenting with gastrointestinal symptoms-similar to PFCs worldwide. The new workflow and services were well positioned to address patients' needs, including those left previously untreated, or received uncoordinated care. Conservative approaches were first employed, like with other global PFCs. The combined multidisciplinary model of care resulted in good outcomes for patients managed both conservatively and surgically. Future studies to analyze patient satisfaction are planned.

An explainable deep learning model to predict partial anomalous pulmonary venous connection for patients with atrial septal defect

BackgroundPatients with partial anomalous pulmonary venous connection (PAPVC) usually present asymptomatic and accompanied by intricate anatomical types, which results in missed diagnosis from atrial septal defect (ASD). The present study aimed to explore the predictive variables of PAPVC from patients with ASD and constructed an explainable prediction model based on deep learning.MethodsThe retrospective study included 834 inpatients with ASD in Women and Children's Hospital, Qingdao University from January 2018 to January 2023. They were separated into two groups based on the presence of PAPVC. Propensity score matching and SMOTE were used to balance the baseline data between groups. The differential variables between the two groups were determined by univariate logistic regression. The patients were randomly divided into the training set and the validation set in a ratio of 8:2. Support vector machines (SVM), Random forest, Decision tree, XGBoost, and LightGBM were used to build models by differential variables. The classification performance of models was compared. Split, gain and SHAP were used to measure the importance of differential variables and improve the interpretability of the model. Moreover, a portion of the patients was included in the validation set to test the performance of the selected models.ResultsThree hundred twenty-eight patients with ASD and patients with 82 PAPVC were included in the training set and the validation set, respectively. The selection of 10 differential variables was based on univariate logistic regression, including right atrial diameter (longitudinal axis and transverse axis), right ventricular diameter, left atrial diameter, left ventricular end-diastolic diameter, left ventricular end-systolic diameter, P-wave voltage, P-wave interval PR interval, and QRS-wave voltage. In the classification model established based on differential variables, the LightGBM model achieved the highest performance on the validation set (AUC = 0.93). Based on variables importance analysis, the LightGBM-Clinic model was retrained by P-wave voltage, P-wave interval, PR interval, QRS wave interval, and right ventricular diameter, and performed excellently (AUC = 0.90). The AUC of the LightGBM-Clinic model was 0.87 in the test set.ConclusionIn this study, the LightGBM model performs excellently in determining whether patients with ASD are accompanied by PAPVC. ECG parameters such as P-wave voltage were important to predictive value and enhance the explainability of the model.

Analysis of antinuclear antibody in 9 528 pregnant women during early pregnancy in a hospital in Qingdao City

To analyze the positivity rate and titer of antinuclear antibody (ANA), as well as nuclear pattern and target antigen of ANA in healthy pregnant women during early pregnancy in Qingdao area. A prospective cohort study design was used to include a total of 9 528 healthy pregnant women registered at the Women and Children's Hospital Affiliated to Qingdao University from March 2023 to June 2024.Indirect immunofluorescence assay (IIF) was used to detect ANA, its titer and cell staining pattern. Fifteen specific antibodies were tested using the magnetic bar code immunofluorescent luminescence method. Logistic regression model was used to analyze the risk factors of pregnancy with autoimmune disease(AID). The results showed that among 9 528 pregnant women in early pregnancy, 1 346 cases (14.1%) were positive of ANA, including 1 011 cases with a titer of 1∶100 (10.6%), 236 cases (2.5%) with a titer of 1∶320, and 99 cases (1.0%) were detected at a titer >1∶320. Among the 1 346 ANA-positive pregnant women, nuclear granular type accounted for the highest proportion (483 cases, 35.9%), followed by speckled type (347 cases, 25.8%) and cytoplasmic type (176 cases, 13.1%).Then, pregnant women with ANA titers ≥1∶100 were detected 15 specific antibodies.Anti-SSA was tested in 121 cases accounted for the majority, followed by 110 cases with anti-Ro-52, 56 cases with anti-SSB, 51 cases with anti-mitochondrial M2 subtype antibodies and 37 cases with anti-centromere B. In conclusion,in healthy pregnant women in Qingdao area, ANA positivity rate was 14.1%, and the titer of ANA was mainly at 1∶100.The predominant nuclear patterns were nuclear granular and speckled types.The specific autoantibodies were mainly anti-SSA antibodies and anti-Ro-52 antibodies.The detection of ANA and specific autoantibodies is of great significance for early prediction, diagnosis, and intervention of autoimmune diseases during pregnancy.

Haemorrhagic and thromboembolic outcomes in pregnant patients with mechanical heart valves who undergo interruption of anticoagulation for birth - A case series.

Anticoagulant therapy prevents thrombosis and thromboembolic events in patients with mechanical heart valves. Bridging anticoagulation around the time of birth represents a unique challenge. Few retrospective reviews or case series exist examining peripartum outcomes with bridging anticoagulation. Review of peripartum and postpartum anticoagulation management, with a focus on postpartum complications. Design: case series, single centre. Royal Brisbane and Women's Hospital, Australia between 1 January, 2000, and 1 August, 2022. all pregnant women with mechanical heart valves (any type) who birthed. intrapartum and postpartum haemorrhage, thrombosis, thromboembolic complications, cardiac events, readmission, and maternal death. There were 18 women, with 23 births. Sixteen births were via caesarean section (70%). Fourteen women (61%) experienced at least one significant haemorrhagic complication, one woman required a peripartum hysterectomy, one woman experienced atrial fibrillation, and one had a valvular thromboembolic complication. No maternal cerebral thromboses or maternal deaths were recorded. Women with mechanical heart valves who undergo bridging anticoagulation are associated with significant maternal morbidity. Most postpartum haemorrhagic complications were associated with bridging unfractionated heparin infusions in the first postnatal week. Bridging anticoagulation practices varied widely. Ongoing pooled data are required to inform evidence-based guidelines for postpartum anticoagulation management.

11139 Disparities in Access to Minimally Invasive Hysterectomy at Brigham and Women's Hospital and a Process to Create Meaningful Interventions

11139 Disparities in Access to Minimally Invasive Hysterectomy at Brigham and Women's Hospital and a Process to Create Meaningful Interventions