Segmentation of the fetal and maternal structures, particularly intrapartum ultrasound imaging as advocated by the International Society of Ultrasound in Obstetrics and Gynecology (ISUOG) for monitoring labor progression, is a crucial first step for quantitative diagnosis and clinical decision-making. This requires specialized analysis by obstetrics professionals, in a task that i) is highly time- and cost-consuming and ii) often yields inconsistent results. The utility of automatic segmentation algorithms for biometry has been proven, though existing results remain suboptimal.
View Article and Find Full Text PDFObjective: To evaluate the prognostic factors and survival outcomes of patients with surgically treated high-grade neuroendocrine carcinoma of the cervix (NECC).
Methods: This multicenter, retrospective study involved 98 cervical cancer patients with stage IA2-IIA2 and IIIC1/2p high-grade NECC. We divided the patients into two groups based on histology: the pure and mixed groups.
The segmentation of the fetal head (FH) and pubic symphysis (PS) from intrapartum ultrasound images plays a pivotal role in monitoring labor progression and informing crucial clinical decisions. Achieving real-time segmentation with high accuracy on systems with limited hardware capabilities presents significant challenges. To address these challenges, we propose the real-time segmentation network (RTSeg-Net), a groundbreaking lightweight deep learning model that incorporates innovative distribution shifting convolutional blocks, tokenized multilayer perceptron blocks, and efficient feature fusion blocks.
View Article and Find Full Text PDFDuring the process of labor, the intrapartum transperineal ultrasound examination serves as a valuable tool, allowing direct observation of the relative positional relationship between the pubic symphysis and fetal head (PSFH). Accurate assessment of fetal head descent and the prediction of the most suitable mode of delivery heavily rely on this relationship. However, achieving an objective and quantitative interpretation of the ultrasound images necessitates precise PSFH segmentation (PSFHS), a task that is both time-consuming and demanding.
View Article and Find Full Text PDFBackground: To develop the preoperative prediction of ovarian lesions using regression-based statistics analyses and machine learning methods based on multiple serological biomarkers in China.
Methods: 1137 patients with ovarian lesions in Zhujiang Hospital and 518 patients in others hospital in China were randomly assigned to training, test and external validation cohorts. Five machine learning classifiers, including Random Forest (RF), Extreme Gradient Boosting (XGB), Support Vector Classifier (SVC), K-nearest Neighbor (KN), Multi-Layer Perceptron (MLP) and the Lasso-Logistics prediction model (LLRM) were used to derive diagnostic information from 23 predictors.
The generalization ability of the fetal head segmentation method is reduced due to the data obtained by different machines, settings, and operations. To keep the generalization ability, we proposed a Fourier domain adaptation (FDA) method based on amplitude and phase to achieve better multi-source ultrasound data segmentation performance. Given the source/target image, the Fourier domain information was first obtained using fast Fourier transform.
View Article and Find Full Text PDFAccurate assessment of fetal descent by monitoring the fetal head (FH) station remains a clinical challenge in guiding obstetric management. Angle of progression (AoP) has been suggested to be a reliable and reproducible parameter for the assessment of FH descent. A novel framework, including image segmentation, target fitting and AoP calculation, is proposed for evaluating fetal descent.
View Article and Find Full Text PDFComput Math Methods Med
September 2022
The angle of progression (AoP) for assessing fetal head (FH) descent during labor is measured from the standard plane of transperineal ultrasound images as the angle between a line through the long axis of pubic symphysis (PS) and a second line from the right end of PS tangentially to the contour of the FH. This paper presents a multitask network with a shared feature encoder and three task-special decoders for standard plane recognition (Task1), image segmentation (Task2) of PS and FH, and endpoint detection (Task3) of PS. Based on the segmented FH and two endpoints of PS from standard plane images, we determined the right FH tangent point that passes through the right endpoint of PS and then computed the AoP using the above three points.
View Article and Find Full Text PDFBackground: Asthenozoospermia is a major factor contributing to male infertility. The mitochondrial sheath (MS), an important organelle in the midpiece of spermatozoa, is crucial to sperm motility. ARMC12 is a mitochondrial peripheral membrane protein.
View Article and Find Full Text PDFThe use of transperineal ultrasound techniques for the assessment of fetal head descent and progression is an adjunct to clinical examination. Automatic identification of parameters based on ultrasound images will greatly reduce the subjectivity and non-repeatability of the clinician's judgment. However, the lack of a pubic symphysis-fetal head dataset hinders the development of algorithms.
View Article and Find Full Text PDFMetabolic dysregulation in the tumor microenvironment has significant impact on immune infiltration and immune responses. However, interaction between immunity and metabolism in the ovarian microenvironment requires further exploration. We constructed an immunometabolism gene set and ovarian cancer cohort from The Cancer Genome Atlas (TCGA) and classified these into three immunometabolism subtypes.
View Article and Find Full Text PDFBackground: In the process of decreasing the morbidity of wound-related complications after vulvectomy and IL for treating vulvar malignancy, we performed a novel surgical procedure-single-incision radical vulvectomy (SIRV). Here, we share our initial experience and report its safety and feasibility.
Methods: Patients with advanced local vulvar tumors were sequentially enrolled in this prospective cohort study to undergo SIRV.
Objective: To explore the strategy of pregnancy-preserving and maternal- fetal management in patients with primary gynecologic neuroendocrine tumors (gNETs) during pregnancy.
Methods: We performed whole genome sequencing (WGS) for analyzing maternal and fetal somatic and germline single nucleotide variations (SNVs) and small insertions and deletions (InDels) for a 29-year-old pregnant woman diagnosed with stage IB2 large cell neuroendocrine carcinoma (LCNEC) and adenocarcinoma in the cervix. A systematic literature review was performed to explore the strategies for treatment of such rare histological type while maintaining pregnancy.
Objectives: Nodular sclerosing adenoses (NSAs) and malignant tumors (MTs) may coexist and are often classified into the same Breast Imaging Reporting and Data System (BI-RADS) category. We aimed to build and validate an ultrasound-based nomogram to distinguish MT from NSA for building a precise sequence of biopsies.
Materials And Methods: The training cohort included 156 patients (156 masses) with NSA or MT at one study institution.
J Obstet Gynaecol Res
March 2020
Uterus transplantation (UTx) is an emerging surgical treatment for patients with absolute uterine factor infertility. However, the initial low surgical success of human UTx from the teams worldwide has revealed the difficulty of the surgery and called for preparatory team training in large animals. Also, the team who carried out the human UTx without previous systematic research in large animals or deceased donors encountered transplant failures, which was controversial and even deprived them of further trials.
View Article and Find Full Text PDFChiral nematic cellulose nanocrystal (CNC) structural colored materials are the focus of extensive research in recent years on account of their unique helical structure and excellent optical properties. However, the general weak mechanical properties and poor water-resistance of CNC limit its utility. Here, we fabricated highly flexible, water-resistant chiral nematic CNC/Poly(ethylene glycol) diacrylate(PEGDA) composite films, which was realized by co-assembling CNC and PEGDA precursor then via UV curing to construct a three-dimensional crosslinking network.
View Article and Find Full Text PDFLeucine-rich-repeat-containing G protein-coupled receptors (LGRs) have been widely found to be implicated with development and progression in multiple cancer types. However, the clinical significance and biological functions of LGR6 in ovarian cancer remains unclear. In this study, LGR6 expression was mainly examined by immunohistochemistry.
View Article and Find Full Text PDFUterus transplantation (UTx) is now a possible approach for women with absolute uterine factor infertility to deliver a child, following the first successful delivery by Brännström et al. in Sweden in September 2014. This remarkable achievement attracted major attention worldwide and caused many countries to prepare for UTx, including countries in Asia.
View Article and Find Full Text PDFTechnol Cancer Res Treat
January 2018
Objective: The aim of the study was to investigate the prognostic role of neutrophil to lymphocyte ratio in ovarian cancer. Growing number of articles reported the relationship between neutrophil to lymphocyte ratio and prognosis in ovarian cancer, but the results remains inconclusive. The meta-analysis was conducted to analyze the association of pretreatment neutrophil to lymphocyte ratio with overall survival and progression-free survival.
View Article and Find Full Text PDFAerobic glycolysis is an important metabolic rewiring in cancer cells to promote glucose uptake and lactate production, and targeting aerobic glycolysis becomes a promising therapeutic approach for cancer. Here we reported that a small polyphenol resveratrol exhibited profound anti-tumor efficacy on human ovarian cancer. Resveratrol markedly inhibited the proliferation, migration, and invasion of A2780 and SKOV3 ovarian cancer cells, while impaired glycolysis, and induced apoptosis in these cells.
View Article and Find Full Text PDFZhonghua Yi Xue Za Zhi
December 2014
Objective: To evaluate the surgical feasibility of uterine autologous transplantation in female cynomolgus monkeys and explore the effect of microsurgical technique.
Methods: From May 2011 to March 2014, 6 female cynomolgus monkeys, aged 7 to 12 years, were randomly divided into 2 surgical groups. In group A, gross surgeries were performed with naked eyes.
Zhonghua Yi Xue Za Zhi
July 2014
Objective: To explore the role of miR-200a in chemosensitivity regulation of ovarian cancer.
Methods: Firstly miR-200a was up-regulated in ovarian cancer cell lines (SKOV-3 and ES-2) by lentiviral vector. Then the effects of miR-200a on cytotoxicity of paclitaxel and cisplatin were investigated by methyl thiazolyl tetrazolium (MTT).
Objective: To describe and compare video endoscopic inguinal lymphadenectomy via hypogastric and limb approach (VEIL-H vs VEIL-L) in patients with invasive vulvar cancer.
Methods: From March 2011 to August 2013, 7 women with early-stage vulvar cancer were selected for this integrated procedure with a combination of VEIL-H and VEIL-L in bilateral groins.VEIL-L was performed on limb with old surgical scar in ipsilateral hypogastric area of 3 patients and VEIL-H in contralateral limb.
Objective: To evaluate the feasibility and safety of applying video endoscopic inguinal lymphadenectomy via hypogastric subcutaneous approach (VEIL-H) in the treatment of vulvar carcinoma.
Methods: From September 2009 to December 2012, 15 patients with vulvar carcinoma underwent VEIL-H plus radical vulvectomy at many participating hospitals.
Results: All were treated surgically.