A., & Goldani, M. (2020). Of the 272 patients initially included, 61 (22%) were lost to follow-up, resulting in a final sample of 211 participants. 2018;43(2):143-147. 101 (23), pp. Trans abdominal pregnancy ultrasound: Trans abdominal ultrasound is the most commonly- used method of pregnancy ultrasonography. Access Policy: (2000). This dataset is a more complete version of the dataset available on PhysioNet entitled "Visceral adipose tissue measurements during pregnancy" [17]. Rocha A da S, Bernardi JR, Matos S, Kretzer DC, Schöffel AC, Goldani MZ, de Azevedo Magalhães JA. (2020). Nutritional anamnesis was carried out by the authors SDM and DCK (nutritionists certified by the Brazilian Nutrition Council) at the inclusion process to ascertain data regarding the quantity, frequency, and quality of participants’ nutritional food consumption. 2014;47(2):478-484. The electronic caliper was then passed from the superficial dermal edge to the linea alba in order to assess the epigastric maternal subcutaneous adipose tissue (preperitoneal m-SAT). The ultrasound caliper was placed from the anterior liver surface to the linea alba, appraising the epigastric maternal visceral adipose tissue (preperitoneal m-VAT). For participants that had the first maternal weight measurement performed after 12 weeks of pregnancy, the authors used the maternal pre-gravid self-reported weight to calculate the BMI. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. The dataset has 116 variables that include demographic, ultrasound, nutritional and laboratory characteristics measured at baseline. Volumetric imaging appeals to those interested in telemedicine applications. To access the files, you must Visceral adipose tissue measurements during pregnancy (version 1.0.0). The information on this page (the dataset metadata) is also available in these formats. Abdominal adiposity and insulin resistance in early pregnancy. The pregnancy abnormalities data obtained retrospectively are highlighted. 2013;35(8):704-709. http://opendefinition.org/licenses/odc-odbl/, U.S. Department of Health & Human Services. This dataset is a superset of the project entitled "Visceral adipose tissue measurements during pregnancy" [17], which formed the basis for a study on maternal visceral adipose tissue during pregnancy [18]. 2019;36(7):898-901. Virtually every obstetrical ultrasound examination includes standardized measurements of fetal structures to assess fetal age and growth trends. Circulation [Online]. ultrasound J Obstet Gynaecol Canada. Diabetes Care. Rocha AdS, Bernardi JR, Matos S, Kretzer DC, Schöffel AC, et al. CIRS Item 068 Fetal Ultrasound Biometrics Phantom is based on published biometric data for normal fetal growth rates for a gestational age of 21 weeks. if a patient had not previously given birth, "past newborn weight" is not applicable). 101 (23), pp. Circulation [Online]. Diabetes Care. In respect to skinfold appraisal, the tricciptal, subscapular and supra iliac skinfold was utilized. Circulation [Online]. He is a practicing fetal and pediatric radiologist at Lucile Packard Children's Hospital. When using this resource, please cite: Endocrine. (show more options) Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes (version 1.0.0). CPWC dataset from a CIRS Elasticity QA Spherical Phantom. Circulation [Online]. Ultrasound Measurement of Fetal Size: Biometrics The development of ultrasound scanning of the obstetric patient includes the ability to make measurements of various fetal structures. D’Ambrosi F, Crovetto F, Colosi E, Fabietti I, Carbone F, Tassis B, Motta S, Bulfoni A, Fedele L, Rossi G, Persico N. Maternal Subcutaneous and Visceral Adipose Ultrasound Thickness in Women with Gestational Diabetes Mellitus at 24-28 Weeks’ Gestation. The authors emphasize that the data was loaded in full, excluding patient identifiers and personal information. e215–e220. Alexandre da Silva Rocha Secure .gov websites use HTTPS ... . J Clin Ultrasound. As with all human-labeled data, you should expect to find noise, artifacts, and potential mistakes in the ground truth. Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). abdominal. Anthropometric data was measured in duplicate, where the mean value between measurement was used. Nicolaides KH. Salete Matos (show more options) e215–e220." The equipment itself works by sending ultrasound pulses and reading its response, thus shedding light on fetal heart rate (FHR), fetal movements, uterine contractions and more. Hadlock FP, Deter RL, Harrist RB, Park SK. Data was collected in a low-risk outpatient clinic from October 2016 to December 2017 in Porto Alegre, Brazil. The HC can be used to estimate the gestational age and monitor growth of the fetus. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. One of these measurements is the fetal head circumference (HC). Your algorithm should predict no pixel values in these cases. Rocha, A. d. S., Rombaldi Bernardi, J., Schoffel, A., Kretzer, D., Matos, S., Magalhães, J. Additional support was provided by the Porto Alegre municipal government (ultrasound equipment, research facilities) and the Federal University of Rio Grande do Sul (technical and scientific support). pregnancy 2018;40(7):883-887. In addition, correlations were found with preeclampsia[7], preterm birth [4,8] and newborn weight [9]. e215–e220. Contribute to sfikas/medical-imaging-datasets development by creating an account on GitHub. Petry CJ, ed. Ultrasound has become the essential tool of modern obstetric practice. Sci Rep. 2020;10(1):2032. J Obstet Gynaecol Canada. Martin AM, Berger H, Nisenbaum R, Lausman AY, MacGarvie S, Crerar C, Ray JG. Suzuki R, Watanabe S, Hirai Y, Akiyama K, Nishide T, Matsushima Y, Murayama H, Ohshima H, Shinomiya M, Shirai K, Saito Y, Yoshida S, Saisho H, Ohto M. Abdominal wall fat index, estimated by ultrasonography, for assessment of the ratio of visceral fat to subcutaneous fat in the abdomen. Circulation [Online]. Fetal biometry is a measurement taken during a standard ultrasound. This prospective cohort study was performed at the Murialdo Teaching Health Center - Ultrasound Department, which provides fetal medicine services to the Public Health System in Porto Alegre City, Brazil. Prenatal ultrasound for detection of fetal anomalies has become a routine part of the pregnancy management in most advanced countries. Maternal visceral adipose tissue during the first half of pregnancy predicts gestational diabetes at the time of delivery - a cohort study. PLOS ONE 15(4): e0232155. Regarding foods considered to be harmful to nutritional health, such as multi-processed foods and those containing high sugar concentrations (i.e., soft drinks, candies, cookies, and others with high flour content) were highlighted in the anamnesis. The dataset contains images where the BP is not present. PhysioNet is a repository of freely-available medical research data, managed by the MIT Laboratory for Computational Physiology. The dataset consists of 4 Verasonics _superframes_ with 50 super high framerate plane wave images after an acoustical radiation force push creating share waves. The database contains prenatal anthropometric, nutritional and laboratory characteristics, alongside fetal ultrasound diagnosis related to biometry, fetal weight and growth, placenta position, and amniotic fluid volume. The HC is measured in a specific cross section of … Screening for fetal aneuploidies at 11 to 13 weeks. 2014;36(11):969-975. 2020. ,  LockA locked padlock ,  Fetal ultrasound image database UMC Utrecht. Given the limited sample size of most studies, the incidence of PRUV and the status of concomitant anomalies may not be fully reflected. The acquired volume datasets were stored for subsequent analysis with offline cardio-STIC-M (4D View software version 9; GE Healthcare Ultrasound). 101 (23), pp. Pregnancies in the embryonic phase were evaluated through an endovaginal ultrasound to determine gestational age, placental position, heartbeat count and maternal adnexa evaluation. Maternal preperitoneal fat was measured in all trimesters with a convex probe placed in the middle sagittal epigastric region as described by Suzuki et.al[15]. Obstetric ultrasonography, or prenatal ultrasound, is the use of medical ultrasonography in pregnancy, in which sound waves are used to create real-time visual images of the developing embryo or fetus in the uterus (womb). First-Trimester Maternal Abdominal Adiposity Predicts Dysglycemia and Gestational Diabetes Mellitus in Midpregnancy. e215–e220. The dataset has 116 variables that include demographic, ultrasound, nutritional and laboratory characteristics measured at baseline. A list of Medical imaging datasets. Page 3 Material and Methods Four-dimensional volume datasets of the fetal heart were acquired with transverse sweeps NIH-PA Author Manuscript through the fetal chest in 195 patients examined at our ultrasound unit between December 1st 2003 and December 31st 2004. Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). A lock ( J Obstet Gynaecol Can. The biometric result was compared with fetal age established from the last menstrual period or previous obstetric ultrasound. 1984;152(2):497-501. An ultrasound electronic caliper was placed from the anterior aortic wall to the linea alba to establish the periumbilical maternal visceral adipose tissue (periumbilical m-VAT). PLoS One. As the result of 3D/4D technology the ultrasound data that is acquired consists of thousands of 2D images (single slices of bread) that are arranged together in a volume dataset (loaf of bread). The maternal fat ultrasound measurement was performed by a single certified sonologist physician instead of two, which may impact measurement bias. PhysioNet. Fetal echocardiography aids in detecting any possible congenital heart defects in the fetus. Prenat Diagn. 2020;15(4):e0232155. be a. Rocha, A. d. S., Rombaldi Bernardi, J., Schoffel, A., Kretzer, D., Matos, S., Magalhães, J. A federal government website managed by the U.S. Department of Health & Human Services200 Independence Avenue, S.W. The goal of this website is to create the largest and most meaningful dataset of ultrasound images. There are limitations that should be highlighted. 1990;18(7):563-567. View PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Nutritional maternal adequacy measurements were centered on maternal perimeters and skinfolds. Gur EB, Ince O, Turan GA, Karadeniz M, Tatar S, Celik E, Yalcin M, Guclu S. Ultrasonographic visceral fat thickness in the first trimester can predict metabolic syndrome and gestational diabetes mellitus. 1993;95(3):309-314. In fetal ultrasound, deep learning-based detection of cardiac abnormalities is still challenging because CHD is relatively rare and noisy acoustic shadows affect ultrasound images, making it a daunting task to prepare complete training datasets [16]. Am J Med. Please include the standard citation for PhysioNet: https://doi.org/10.1371/journal.pone.0232155. A. In cases with a gestational age below 20 weeks, maternal periumbilical fat was additionally measured due the gravid uterus in a below position allowing  the measurements. Armellini F, Zamboni M, Rigo L, Todesco T, Bosello O, Bergamo‐Andreis IA, Procacci C. The contribution of sonography to the measurement of intra‐abdominal fat. "PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. The authors declare that they have no competing financial interests. Participants were excluded if they had scar tissue within locations used for maternal fat assessment, multiple pregnancies, aneuploidy or major fetal abnormality. Twenty eight healthy pregnant women were included after a screening ultrasound examination at 20 weeks had demonstrated a singleton pregnancy with no abnormal findings. Abdominal visceral adiposity in the first trimester predicts glucose intolerance in later pregnancy. 3D ultrasound volumes obtained for PhD study of Lou Pistorius from 2006 – 2008 (files are saved in the data format .vol). The pre-pregnant Body Mass Index (BMI) was calculated using maternal weight measurement recorded before the 12th week of pregnancy and maternal height measured at recruitment. Estimating fetal age: Computer-assisted analysis of multiple fetal growth parameters. "Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes" (version 1.0.0). no information was provided by the patient). Philips aBiometry Assist A.I. "PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Data This dataset contains 2126 records of features extracted from Cardiotocogram exams, which were then classified by three expert obstetritians into 3 classes : Rocha, Alexandre da Silva, et al. Alves JG, Souza ASR, Figueiroa JN, de Araújo CAL, Guimarães A, Ray JG. Goldberger A, Amaral L, Glass L, Hausdorff J, Ivanov PC, Mark R, Mietus JE, Moody GB, Peng CK, Stanley HE. The  maternal blood pressure evaluation was performed with an automatic wrist sphygmomanometer compatible with diameters between 13.5cm to 21.5cm (Omron HEM-6131®). The Lange® caliper was used for skinfolds measurements. https://doi.org/10.13026/hfks-3d71, Topics: A tissue equivalent full fetal model is suspended in a non- echoic, amniotic fluid-like environment. The labor and delivery conditions, birth mode, newborn weight, and Apgar score were assessed. 2011;31(1):7-15. During pregnancy, ultrasound imaging is used to measure fetal biometrics. Rocha A d S, Rombaldi Bernardi J, Schoffel A, Kretzer D, Matos S, Magalhães J A, Goldani M. Maternal fat ultrasound measurement and nutritional assessment during pregnancy: A dataset centered in gestational outcomes (version 1.0.0). Circulation [Online]. 2009;32(7):1308-1310. There were losses to follow-up due to the study design that used hospital records to determine outcomes. (The volume dataset acquisitions were started in 2007, but the Post-delivery conditions of interest included necessary newborn intensive care or intubation, birth trauma, neonatal jaundice, among others. This dataset was collected as part of a prospective study in which abdominal maternal fat tissues ultrasound measurements were compared with outcomes during hospitalization for labor and delivery. Placental position, fetal heartbeats, amniotic fluid level, and basic fetal anatomy were assessed in all cases. Doppler ultrasound measures waves as they bounce off moving objects. The outcomes were determined through a hospital chart review following childbirth. The research data set contained 401 brightness mode (B-mode) ultrasound images with the correct cross-section of the fetal abdomen. 1.0.0 ) were lost to follow-up, resulting in a non-stressful situation PW, Ray JG that could falsely surfaces... The outcomes were determined through hospital charts were reviewed to document any abnormalities that occurred the. ( files are saved in the data was collected in a cohort study AB Connelly. Dataset from a CIRS Elasticity QA Spherical Phantom a cohort design study 4D... 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