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Diagnosis and Prediction of Large-For-Gestational-Age Fetus Using the Stacked GeneralizationMethod

Akhtar, Li, Pei, Imran, Rajput, Azeem, Wang
2019 Applied Sciences  
An accurate and efficient Large-for-Gestational-Age (LGA) classification system isdeveloped to classify a fetus as LGA or non-LGA, which has the potential to assist paediatricians andexperts in establishing  ...  Therefore, the proposed scheme has the potential to establish an efficientLGA prognosis process using gestational parameters, which can assist paediatricians and experts toimprove the health of a newborn  ...  selection scheme for the establishment of an efficient Large for Gestational Age infants prognosis process.  ... 
doi:10.3390/app9204317 fatcat:gvlvk2rdxzfwrav437ghpftyyq

Work-up of stillbirth: a review of the evidence

Robert M. Silver, Michael W. Varner, Uma Reddy, Robert Goldenberg, Halit Pinar, Deborah Conway, Radek Bukowski, Marshall Carpenter, Carol Hogue, Marian Willinger, Donald Dudley, George Saade (+1 others)
2007 American Journal of Obstetrics and Gynecology  
Despite improvements in antenatal and intrapartum care, stillbirth, defined as in utero fetal death at 20 weeks of gestation or greater, remains an important, largely unstudied, and poignant problem in  ...  The proportion of stillbirths that have a diagnostic explanation is higher in centers that conduct a defined and systematic evaluation. Recommended diagnostic tests for stillbirth are discussed.  ...  Texas Medical Branch at Galveston, Texas; U10-HD045955 University of Texas Health Sciences Center at San Antonio, Texas; U10-HD045944 University of Utah Health Sciences Center, Utah; and U01-HD045954  ... 
doi:10.1016/j.ajog.2006.11.041 pmid:17466694 pmcid:PMC2699761 fatcat:wyeqs35frvg6rky6fzgasseecm

A maChine and deep Learning Approach to predict pulmoNary hyperteNsIon in newbornS with congenital diaphragmatic Hernia (CLANNISH): Protocol for a retrospective study

Ilaria Amodeo, Giorgio De Nunzio, Genny Raffaeli, Irene Borzani, Alice Griggio, Luana Conte, Francesco Macchini, Valentina Condò, Nicola Persico, Isabella Fabietti, Stefano Ghirardello, Maria Pierro (+7 others)
2021 PLoS ONE  
Methods of data augmentation and dimensionality reduction (feature selection and extraction) will be employed to increase sample size and avoid overfitting.  ...  itself to standardize lung volume measures for CDH fetuses.  ...  of the Department of Pediatric Surgery, anesthesiologists of the Pediatric Anesthesiology and Intensive Care Unit, nurses of the operating room.  ... 
doi:10.1371/journal.pone.0259724 pmid:34752491 pmcid:PMC8577746 fatcat:jeidt5mt6rgcrhz7bs2notii6y

Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images [article]

Jianbo Jiao, Ana I.L. Namburete, Aris T. Papageorghiou, J. Alison Noble
2019 arXiv   pre-print
Specifically, based on an assumption that the US and MRI data share a similar anatomical latent space, we first utilise an extractor to determine shared latent features, which are then used for data synthesis  ...  While expert sonographers are adept at reading US images, MR images are much easier for non-experts to interpret.  ...  1, EP/R013853/1), the Royal Academy of Engineering Research Fellowship programme and the NIHR Biomedical Research Centre funding scheme.  ... 
arXiv:1909.03483v1 fatcat:xonmhwsntbgs7pnxn2emjfwqcu

Immunobiology of Acute Chorioamnionitis

Monica Cappelletti, Pietro Presicce, Suhas G. Kallapur
2020 Frontiers in Immunology  
We will provide an overview of the knowledge gleaned from different animal models of acute chorioamnionitis and the role of different immune cells in different maternal-fetal compartments.  ...  Most commonly, acute chorioamnionitis is a result of ascending infection with relatively low-virulence organisms such as the Ureaplasma species.  ...  Fisher for the critical review the manuscript.  ... 
doi:10.3389/fimmu.2020.00649 pmid:32373122 pmcid:PMC7177011 fatcat:ctva7vclgfdp7iknvehbjjymqm

DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network

Zhidong Zhao, Yanjun Deng, Yang Zhang, Yefei Zhang, Xiaohong Zhang, Lihuan Shao
2019 BMC Medical Informatics and Decision Making  
In fact, 2D CNN model can self-learn useful features from the input data with the prerequisite of not losing informative features, representing the tremendous advantage of deep learning (DL) over ML.  ...  Unlike the conventional machine learning (ML) approaches, this work does not require the execution of complex feature engineering, i.e., feature extraction and selection.  ...  This study is an initiative of Smart City Collaborative Innovation Center of Zhejiang Province, which provided us with sufficient experimental equipment.  ... 
doi:10.1186/s12911-019-1007-5 pmid:31888592 pmcid:PMC6937790 fatcat:fa4xahhs4nhvpeponmwi2m3aw4

Updated Clinical Guidelines for Diagnosing Fetal Alcohol Spectrum Disorders

H. Eugene Hoyme, Wendy O. Kalberg, Amy J. Elliott, Jason Blankenship, David Buckley, Anna-Susan Marais, Melanie A. Manning, Luther K. Robinson, Margaret P. Adam, Omar Abdul-Rahman, Tamison Jewett, Claire D. Coles (+8 others)
2016 Pediatrics  
Specific areas addressed include the following: precise definition of documented prenatal alcohol exposure; neurobehavioral criteria for diagnosis of fetal alcohol syndrome, partial fetal alcohol syndrome  ...  for potential FASD in clinical settings and in epidemiologic studies in conjunction with National Institute on Alcohol Abuse and Alcoholismfunded studies, the Collaborative Initiative on Fetal Alcohol  ...  features for a diagnosis of FAS and PFAS.  ... 
doi:10.1542/peds.2015-4256 pmid:27464676 pmcid:PMC4960726 fatcat:fsqwbybt6rgc3cm4cbegmt7gra

Diabetes in pregnancy outcomes: A systematic review and proposed codification of definitions

Denice S. Feig, Rosa Corcoy, Dorte Moller Jensen, Alexandra Kautzky-Willer, Christopher J. Nolan, Jeremy J. N. Oats, David A. Sacks, Francisca Caimari, H. David McIntyre
2015 Diabetes/Metabolism Research Reviews  
However, the guidance does not override the responsibility of healthcare professionals to make decisions appropriate to the circumstances of each patient, in consultation with the patient and/or their  ...  There is a relationship between the antenatal diagnosis of a fetus as large for gestational age and a higher incidence of shoulder dystocia (see below).  ...  Where a women presents with a normal OGTT but glycosuria or a fetus that is assessed as being large for gestational age for late second trimester, an HbA 1c result can be useful to determine whether there  ... 
doi:10.1002/dmrr.2640 pmid:25663190 fatcat:wrx53fflozebvkqn36horwfyry

Selected Abstracts of the 15th International Workshop on Neonatology and the 40th Congress UMEMPS (Union of Middle-Eastern and Mediterranean Pediatric Societies); Cagliari (Italy); October 24th-26th, 2019

--- Various Authors
2019 Journal of Pediatric and Neonatal Individualized Medicine  
De Biasio (Genoa, Italy) ABS 6 • EARLY DIAGNOSIS OF KLIPPEL-FEIL SYNDROME WITH EXTRA-SKELETAL ANOMALIES, A CASE REPORT • E. Cavallaro, F. Fordiani, S. Ferraresi, P. Amistà, C. Fanni, C. Loddo, C.  ...  Selected Abstracts of the 15th International Workshop on Neonatology and the 40th Congress UMEMPS (Union of Middle-Eastern and Mediterranean Pediatric Societies); Cagliari (Italy); October 24th-26th, 2019  ...  This study aimed to determine the metabolome of milk samples collected from a population of mothers who gave birth to Appropriate for Gestational Age (AGA), Large for Gestational Age (LGA) and Small for  ... 
doi:10.7363/080224 doaj:8bdeb0a2509a456b8fd6324dad14aaac fatcat:lepkn2bfhrcupggvcaz2ofvyji

Noninvasive Prenatal Screening for Genetic Diseases Using Massively Parallel Sequencing of Maternal Plasma DNA

Lyn S. Chitty, Y. M. Dennis Lo
2015 Cold Spring Harbor Perspectives in Medicine  
Lun et al. also studied matched placental samples at the same gestational age.  ...  Following the launch of NIPT for autosomal aneuploidies, in late 2011, there has been an unprecedented uptake of testing in the private sector, largely driven by the commercial sector that wishes to capitalize  ... 
doi:10.1101/cshperspect.a023085 pmid:26187875 pmcid:PMC4561399 fatcat:yhqvtuxwa5cojn2co3vwpsdnie

A Summary of the Inaugural WHO Classification of Pediatric Tumors: Transitioning from the Optical into the Molecular Era

Stefan M. Pfister, Miguel Reyes-Múgica, John K.C. Chan, Henrik Hasle, Alexander J. Lazar, Sabrina Rossi, Andrea Ferrari, Jason A. Jarzembowski, Kathy Pritchard-Jones, D. Ashley Hill, Thomas S. Jacques, Pieter Wesseling (+5 others)
2021 Cancer Discovery  
SIGNIFICANCE: In this review, we briefly summarize the main features and updates of each chapter of the inaugural WHO Classification of Pediatric Tumors, including its rapid transition from a mostly microscopic  ...  into a molecularly driven classification systematically taking recent discoveries in pediatric tumor genomics into account.  ...  Robert Bendon, Professor of Pathology at the Perinatal Pathology Center of Excellence, UPMC Magee-Womens Hospital, for his kindness in sharing a block from the fetal adrenal used in Fig. 2 .  ... 
doi:10.1158/ pmid:34921008 fatcat:2bb5ex2pivb5tkqt4cy6r3zc4a

Diagnosis and Treatment of Polycystic Ovary Syndrome: An Endocrine Society Clinical Practice Guideline

Richard S. Legro, Silva A. Arslanian, David A. Ehrmann, Kathleen M. Hoeger, M. Hassan Murad, Renato Pasquali, Corrine K. Welt
2013 Journal of Clinical Endocrinology and Metabolism  
Participants: An Endocrine Society-appointed Task Force of experts, a methodologist, and a medical writer developed the guideline.  ...  Objective: The aim was to formulate practice guidelines for the diagnosis and treatment of polycystic ovary syndrome (PCOS).  ...  history of gestational DM (205, 206) and was not associated with an increased risk of complications in women with type 1 diabetes (205) .  ... 
doi:10.1210/jc.2013-2350 pmid:24151290 pmcid:PMC5399492 fatcat:l5e24j36dvg6xa5czknwb6va4a

Selected Lectures of the 12th International Workshop on Neonatology; Cagliari (Italy); October 19-22, 2016

--- Various Authors
2016 Journal of Pediatric and Neonatal Individualized Medicine  
Selected Lectures of the 12th International Workshop on Neonatology • 10 P PEDIATRICS: NOTES FOR THE FUTURE • Cagliari (Italy) • Cagliari (Italy) • October 19th-22nd, 2016 LECT 1.  ...  FROM FETUS TO ADULTHOOD: THE YOUNG ADULT WITH CONGENITAL HEART DISEASE (ACHD) • M. Chessa, E. Conforti, A. Micheletti, D.G. Negura, L. Giugno, A. Varrica, M. Lorito, A. Giamberti LECT 5.  ...  concentrate derived from donkey milk for the nutrition of VLBW or infants of gestational age < 32 weeks, comparing it with a multi-component fortifier and protein concentrate derived from bovine milk.  ... 
doi:10.7363/050246 doaj:9321d52c174f45ba81e2d1869d02e35d fatcat:hgmmdqpwdfft7ludzmbey2jkre

Selected Abstracts of the 11th International Workshop on Neonatology; Cagliari (Italy); October 26-31, 2015

--- Various Authors
2015 Journal of Pediatric and Neonatal Individualized Medicine  
Selected Abstracts of the 11th International Workshop on Neonatology • FROM THE WOMB TO THE ADULT • Cagliari (Italy) • October 26th-31st 2015 The Workshop has been organized with the patronage of the Italian  ...  Newborn with multiple bone fractures • A.L. Costa, A.R. Moreira, P. Soa [...]  ...  (AO Bolognini, Seriate, Bergamo), Adriano Azzali complications) id gestational age, percentile of weight, length, high foetal stress blood gas analysis and HIE insult, they had a significant incidence  ... 
doi:10.7363/040249 doaj:a3e9865ff099453b96843ad3e6fd5190 fatcat:padvbirwrne5da4ylkqphdiyd4

The clinical use of parvovirus B19 assays: recent advances

Giorgio Gallinella
2018 Expert Review of Molecular Diagnostics  
Expert commentary: The complex scenario of the infectious process and the diversity in possible pathogenetic mechanisms make necessary a multi-parametric approach for an accurate and informative laboratory  ...  Areas covered: The review includes an updated description of the course of B19V infection in its complexity and diversity of pathogenetic mechanisms, discusses the consequent requirements for different  ...  The virus and its biology B19V shares structural features with other viruses in the family (for more extended reviews, see refs [2, 3] ).  ... 
doi:10.1080/14737159.2018.1503537 pmid:30028234 fatcat:3lvitguoevgyff45c2rqhuol5u
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