151
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Graf WD, Cohen BH, Kalsner L, Pearl PL, Sarnat HB, Epstein LG. Fetal anomaly diagnosis and termination of pregnancy. Dev Med Child Neurol 2023. [PMID: 36732680 DOI: 10.1111/dmcn.15528] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/23/2022] [Accepted: 01/04/2023] [Indexed: 02/04/2023]
Abstract
The aim of this review was to discuss bioethics in prenatal diagnosis and health care after recent legislative and judicial changes affecting reproductive rights, such as the repeal of 'Roe v. Wade' in the United States. We recognize that abortion involves particular moralities that are not universal or shared by all cultures, groups, and individuals. We reviewed the historical aspects of embryology and personhood, fetal morbidity and mortality, and parental options for prenatal diagnostic testing. We examined relevant ethical issues including informed consent, the emergence of fetal pain, reproductive autonomy, the fiduciary responsibilities of pregnant mothers, and the obligations of physicians caring for the maternal-fetal dyad. The code of medical ethics includes respect for decisional privacy and the protection of information shared in confidence. When a fetal anomaly is diagnosed, pregnant mothers must be informed about the risks, burdens, and alternatives in either continuing or terminating the pregnancy. Parental choice should include the right to refuse testing, the informed choice not to know about certain genetic test results, and the right to make informed decisions about the best interests of the future child. In the diagnosis and care of fetal anomalies, moral dilemmas arise. Before fetal viability, the mother's autonomy, sense of beneficence, and personal values should be trusted and respected. Perinatal palliative care should be available to pregnant mothers whose anomalous fetus is carried to birth.
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Affiliation(s)
- William D Graf
- Department of Pediatrics, Division of Neurology, Connecticut Children's, University of Connecticut, Farmington, CT, USA
| | - Bruce H Cohen
- NeuroDevelopmental Science Center, Akron Children's Hospital, Akron, OH, USA
| | - Louisa Kalsner
- Department of Pediatrics, Division of Neurology, Connecticut Children's, University of Connecticut, Farmington, CT, USA
| | - Phillip L Pearl
- Boston Children's Hospital and Harvard Medical School, Boston, MA, USA
| | - Harvey B Sarnat
- Departments of Paediatrics, Pathology (Neuropathology), and Clinical Neurosciences, University of Calgary Cumming School of Medicine and Alberta Children's Hospital Research Institute, Calgary, Alberta, Canada
| | - Leon G Epstein
- Department of Pediatrics, Northwestern University's Feinberg School of Medicine, Chicago, IL, USA.,The Ann & Robert H. Lurie Children's Hospital of Chicago, Pediatrics and Neurology, Chicago, IL, USA
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152
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Ebbing C, Rasmussen S, Kessler J, Moster D. Association of placental and umbilical cord characteristics with cerebral palsy: national cohort study. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 61:224-230. [PMID: 36722428 PMCID: PMC10108292 DOI: 10.1002/uog.26047] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/21/2022] [Accepted: 07/27/2022] [Indexed: 05/27/2023]
Abstract
OBJECTIVES Cerebral palsy (CP) is a group of movement disorders usually diagnosed in childhood. A substantial proportion are thought to be caused by antenatal events. Abnormalities of the umbilical cord and placenta are associated with an increased risk of adverse neonatal outcomes, but it is unclear whether these conditions also carry an increased risk of CP. We aimed to determine whether abnormalities of the umbilical cord or placenta are associated with CP and assess if these associations differ by sex of the child or gestational age at birth. METHODS We performed a national cohort study by linking data from The Medical Birth Registry of Norway with other national registries. All liveborn singletons born between 1999 and 2017 (n = 1 087 486) were included and followed up until the end of 2019. Diagnoses of CP were provided by the Norwegian National Insurance Scheme and the Norwegian Patient Register. We used generalized estimating equations and multilevel log binomial regression to calculate relative risks (RR), adjusted for year of birth, and stratified analyses were carried out based on sex and gestational age at birth. Exposures were abnormal umbilical cord (velamentous or marginal insertion, single umbilical artery (SUA), knots and entanglement), and placental abnormalities (retained placenta, placental abruption and previa). RESULTS A total of 2443 cases with CP (59.8% males) were identified. Velamentous cord insertion (adjusted RR (aRR), 2.11 (95% CI, 1.65-2.60)), cord knots (aRR, 1.53 (95% CI, 1.15-2.04)) and placental abnormalities (placenta previa (aRR, 3.03 (95% CI, 2.00-4.61)), placental abruption (aRR, 10.63 (95% CI, 8.57-13.18)) and retained placenta (aRR, 1.71 (95% CI, 1.32-2.22))) carried an increased risk of CP. Velamentous cord insertion was associated with CP regardless of gestational age or sex. A retained placenta was associated with a 2-fold increased risk for CP in males, while the associations of SUA and cord knot with CP were significant only among females. CONCLUSIONS The detection of placental and umbilical cord abnormalities may help identify children at increased risk of CP. The associations between placental or umbilical cord abnormalities and the risk of CP do not vary substantially with gestational age at birth or sex of the child. © 2023 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- C. Ebbing
- Department of Obstetrics and GynecologyHaukeland University HospitalBergenNorway
- Department of Clinical ScienceUniversity of BergenBergenNorway
| | - S. Rasmussen
- Department of Clinical ScienceUniversity of BergenBergenNorway
| | - J. Kessler
- Department of Obstetrics and GynecologyHaukeland University HospitalBergenNorway
- Department of Clinical ScienceUniversity of BergenBergenNorway
| | - D. Moster
- Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
- Department of PediatricsHaukeland University HospitalBergenNorway
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153
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Prayer D, Malinger G, De Catte L, De Keersmaecker B, Gonçalves LF, Kasprian G, Laifer-Narin S, Lee W, Millischer AE, Platt L, Prayer F, Pugash D, Salomon LJ, Sanz Cortes M, Stuhr F, Timor-Tritsch IE, Tutschek B, Twickler D, Raine-Fenning N. ISUOG Practice Guidelines (updated): performance of fetal magnetic resonance imaging. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2023; 61:278-287. [PMID: 36722431 PMCID: PMC10107509 DOI: 10.1002/uog.26129] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 11/14/2022] [Indexed: 05/03/2023]
Affiliation(s)
- D Prayer
- Division of Neuroradiology and Musculoskeletal Radiology, Department of Radiology, Medical University of Vienna, Vienna, Austria
| | - G Malinger
- Division of Ultrasound in Obstetrics & Gynecology, Lis Maternity Hospital, Sourasky Medical Center and Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - L De Catte
- Department of Obstetrics & Gynecology, University Hospitals Leuven, Leuven, Belgium
| | - B De Keersmaecker
- Department of Obstetrics & Gynecology, University Hospitals Leuven, Leuven, Belgium
| | - L F Gonçalves
- Fetal Imaging, William Beaumont Hospital, Royal Oak and Oakland University William Beaumont School of Medicine, Rochester, MI, USA
| | - G Kasprian
- Division of Neuroradiology and Musculoskeletal Radiology, Department of Radiology, Medical University of Vienna, Vienna, Austria
| | - S Laifer-Narin
- Division of Ultrasound and Fetal MRI, Columbia University Medical Center - New York Presbyterian Hospital, New York, NY, USA
| | - W Lee
- Department of Obstetrics and Gynecology, Baylor College of Medicine and Texas Children's Pavilion for Women, Houston, TX, USA
| | - A-E Millischer
- Radiodiagnostics Department, Hôpital Necker-Enfants Malades, Assistance Publique-Hôpitaux de Paris, Université Paris Descartes, Paris, France
| | - L Platt
- Department of Obstetrics and Gynecology, David Geffen School of Medicine, Los Angeles, CA, USA
| | - F Prayer
- Division of Neuroradiology and Musculoskeletal Radiology, Department of Radiology, Medical University of Vienna, Vienna, Austria
| | - D Pugash
- Department of Radiology, University of British Columbia, Vancouver, Canada; Department of Obstetrics and Gynecology, BC Women's Hospital, Vancouver, Canada
| | - L J Salomon
- Department of Obstetrics, Hôpital Necker-Enfants Malades, Assistance Publique-Hopitaux de Paris, Université Paris Descartes, Paris, France
| | - M Sanz Cortes
- Department of Obstetrics and Gynecology, Baylor College of Medicine and Texas Children's Pavilion for Women, Houston, TX, USA
| | - F Stuhr
- Division of Neuroradiology and Musculoskeletal Radiology, Department of Radiology, Medical University of Vienna, Vienna, Austria
| | - I E Timor-Tritsch
- Division of Obstetrical & Gynecological Ultrasound, NYU Grossmann School of Medicine, New York, NY, USA
| | - B Tutschek
- Department of Obstetrics & Gynecology, Medical Faculty, Heinrich Heine University, Düsseldorf, Germany; Prenatal Zurich, Zürich, Switzerland
| | - D Twickler
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - N Raine-Fenning
- Department of Child Health, Obstetrics & Gynaecology, School of Medicine, University of Nottingham, Nottingham, UK; Nurture Fertility, The Fertility Partnership, Nottingham, UK
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154
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Tonni G, Peixoto AB, Werner H, Grisolia G, Ruano R, Sepulveda F, Sepulveda W, Araujo Júnior E. Ultrasound and fetal magnetic resonance imaging: Clinical performance in the prenatal diagnosis of orofacial clefts and mandibular abnormalities. JOURNAL OF CLINICAL ULTRASOUND : JCU 2023; 51:346-361. [PMID: 36785498 DOI: 10.1002/jcu.23403] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 11/12/2022] [Accepted: 11/14/2022] [Indexed: 06/18/2023]
Abstract
Cleft lip, with or without cleft palate, is the most common congenital craniofacial anomaly and the second most common birth defect worldwide. Micrognathia is a rare facial malformation characterized by small, underdeveloped mandible and frequently associated with retrognathia. Second- and third-trimester prenatal ultrasound is the standard modality for screening and identification of fetal orofacial abnormalities, with a detection rate in the low-risk population ranging from 0% to 73% for all types of cleft. The prenatal ultrasonography detection can also be performed during the first trimester of pregnancy. Given the potential limitations of obstetric ultrasound for examining the fetal face, such as suboptimal fetal position, shadowing from the surrounding bones, reduce amniotic fluid around the face, interposition of fetal limbs, umbilical cord and placenta, and maternal habitus/abdominal scars, the use of adjunct imaging modalities can enhance prenatal diagnosis of craniofacial anomalies in at-risk pregnancies. Fetal magnetic resonance imaging (MRI) is a potentially useful second-line investigation for the prenatal diagnosis of orofacial malformations with a pooled sensitivity of 97%. In this review, we discuss the role of ultrasound and fetal MRI in the prenatal assessment of abnormalities of the upper lip, palate, and mandible.
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Affiliation(s)
- Gabriele Tonni
- Prenatal Diagnostic Centre, Department of Obstetrics and Neonatology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), AUSL Reggio Emilia, Reggio Emilia, Italy
| | - Alberto Borges Peixoto
- Department of Obstetrics and Gynecology, Federal University of Triângulo Mineiro (UFTM), Uberaba, Brazil
| | - Heron Werner
- Department of Fetal Medicine, Clínica de Diagnóstico por Imagem (CDPI - DASA), Rio de Janeiro, Brazil
| | - Gianpaolo Grisolia
- Department of Obstetrics and Gynecology, Carlo Poma Hospital, ASST Mantova, Mantova, Italy
| | - Rodrigo Ruano
- Division of Maternal-Fetal Medicine, UH Jackson Fetal Care, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Francisco Sepulveda
- FETALMED-Maternal-Fetal Diagnostic Center, Fetal Imaging Unit, Santiago, Chile
| | - Waldo Sepulveda
- FETALMED-Maternal-Fetal Diagnostic Center, Fetal Imaging Unit, Santiago, Chile
| | - Edward Araujo Júnior
- Department of Obstetrics, Paulista School of Medicine, Federal University of São Paulo (EPM-UNIFESP), São Paulo, Brazil
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155
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Sepulveda W, Wong AE, Ranzini AC. Improving prenatal detection of abdominal supraumbilical anomalies: The sonographic examination of fetal anechoic spaces of upper abdomen revisited. JOURNAL OF CLINICAL ULTRASOUND : JCU 2023; 51:326-345. [PMID: 36785497 DOI: 10.1002/jcu.23427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 01/07/2023] [Indexed: 06/18/2023]
Abstract
Visualization of the axial plane of the fetal abdomen is mandatory to obtain abdominal biometry in the assessment of fetal growth in the second and third trimesters. The main anatomic landmarks that must be identified in this view include the fetal stomach and the intrahepatic portion of the umbilical vein, which are easily identifiable as they appear anechoic on ultrasound. The gallbladder is the other prominent anechoic structure in this plane. Focused study of the morphological characteristics of, and spatial relationship among, these three anechoic spaces is a simple technique to detect anomalies involving fetal upper abdominal organs. In this review, the sonographic features of those conditions that can be detected using this technique, which was termed the Fetal Examination of the Anechoic Spaces of upper abdomen Technique (FEAST), are classified and illustrated.
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Affiliation(s)
- Waldo Sepulveda
- FETALMED-Maternal-Fetal Diagnostic Center, Fetal Imaging Unit, Santiago, Chile
| | - Amy E Wong
- Department of Maternal-Fetal Medicine, Palo Alto Medical Foundation, Mountain View, California, USA
| | - Angela C Ranzini
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, The MetroHealth System, Cleveland, Ohio, USA
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156
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Paladugu S, Vasudeva A, Poojari VG, Machado NM, Roopa PS, Hegde N, Mundkur A, Kumar V. Associations, follow up data, and postnatal outcome of antenatally diagnosed Urinary Tract Dilatation - Five-year single tertiary center experience from South India. J Pediatr Urol 2023; 19:89.e1-89.e8. [PMID: 36404195 DOI: 10.1016/j.jpurol.2022.10.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Revised: 10/19/2022] [Accepted: 10/24/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Urinary tract dilatations (UTD) are frequently diagnosed during Mid-Trimester Anomaly Scan (MTAS), at which time, given their variable progression and heterogeneous classification systems, offering suitable counsel to the couple is challenging. OBJECTIVE Based on postnatal data, we aimed to guide parental counseling, and further evaluation of UTD diagnosed at MTAS. Specifically, the utility of multi-disciplinary UTD classification system was tested. METHODS A retrospective observational study of all UTDs included from five years (2015-2020) MTAS register. The multi-disciplinary UTD classification system was used for antenatal/postnatal UTD categorization. Follow-up data were obtained from case records until the current age of children (2-6 years). RESULTS Out of 527 fetal abnormalities, 103 had UTD at MTAS. Based on the third-trimester ultrasound, 49 were low-risk UTD A1, and 44 were increased-risk UTD A2-3 (including the nineteen UTD A1 at MTAS worsened to A2-3 by third-trimester). On postnatal follow-up of UTD A1 and A2-3, respectively, neonatal UTD P2/P3 was seen in 2% and 40.9%; complete spontaneous resolution was seen in 79.5% and 43.18%; none and 22.7% underwent surgical intervention; persistent P2/P3 UTD were seen on follow-up in 2% and 4.5% (excluding those who needed surgery); impaired renal function was seen in none and 36.3%, and recurrent UTI in 8.1% and 34.09%. The subgroup with progressive UTD (from A1 to A2-3 by third-trimester ultrasound) formed 43% of the final UTD A2-3 category. Among these 19 cases, surgical intervention was performed in eight (42%); impaired renal function was seen in 7 cases (36.8%), and recurrent UTI was seen in eight (42%). DISCUSSION Given the diverse classification systems for UTD, ours is the second Indian data proving the prognostic utility of multi-disciplinary UTD classification system, specifically at third trimester scan, based on postnatal outcome. In contrast to published guidelines, our data suggests follow-up for renal pelvis anteroposterior diameter (APD) of 4-7 mm at MTAS, as some may worsen. Similar progression has been noted in other Indian studies, but the classification systems are different. Contrary to the published literature, we could not suggest a renal APD cut-off as a single criterion to predict surgical intervention. Significant limitations are retrospective observational design and multiple sonographers. CONCLUSION Our data helps guide parental counseling and further evaluation for UTD diagnosed at MTAS. The multi-disciplinary Consensus UTD Classification system, was helpful in prognostication.
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Affiliation(s)
- Sanghamitra Paladugu
- Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
| | - Akhila Vasudeva
- Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India; Division of Foetal Medicine, Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
| | - Vidyashree Ganesh Poojari
- Department of Reproductive Medicine and Surgery, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
| | - Nehal Meghna Machado
- Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India
| | - P S Roopa
- Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India; Division of Foetal Medicine, Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
| | - Nivedita Hegde
- Division of Foetal Medicine, Department of OBG, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
| | - Anjali Mundkur
- Department of Reproductive Medicine and Surgery, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
| | - Vijay Kumar
- Department of Paediatric Surgery, Kasturba Medical College Manipal, Manipal Academy of Higher Education (MAHE), Manipal, Karnataka, India.
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157
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Lippen-Kiefer-Gaumen-Spalte. Monatsschr Kinderheilkd 2023. [DOI: 10.1007/s00112-022-01680-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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158
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BAYRAKTAR B, TANER CE. Fetal cavum septum pellucidum nomogram and its relationship with fetal Doppler: a prospective study of a Turkish population. JOURNAL OF HEALTH SCIENCES AND MEDICINE 2023. [DOI: 10.32322/jhsm.1200856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Aim: Septum pellucidum is a thin membrane with right and left leaves, and cavum septum pellucidum (CSP) is formed in the intermembrane region. This study investigates CSP nomogram dimensions for all trimesters in the Turkish population. In addition, the relationship between fetal Doppler flow and CSP size was investigated in this study.
Methods: This study was designed as a prospective cohort between 2019-2020. Pregnant women between 19-42 weeks who were followed up at XXX, Department of Obstetrics and Gynecology were included in the study. (blind review)
Results: A total of 517 fetuses meeting our criteria were included in this prospective study. In the second trimester (19-28 weeks) CSP width (4.12±0.88 vs. 4.91±1.42, p < 0.001) and length (7.95±1.04 vs. 9.48±2.19, p < 0.001) were significantly higher than in the third trimester (28-42 weeks). While the mean CSP width increased up to 32th weeks, there was no clear increase-decrease pattern between 32th-38th weeks, and it was observed to decrease after 38th weeks. The mean CSP length increased up to 29th weeks, while there was no clear increase-decrease pattern between 29th-38th weeks, but decreased after 38th weeks. While a significant correlation was observed between gestational week and CSP width (r = 0.118, p = 0.010), there was no significant correlation between CSP length (r = 0.086, p =0.062). A significant correlation was observed between biparietal diameter (BPD) and CSP width (r = 0.180, p < 0.001) and length (r = 0.202, p < 0.001), but not with head circumference (HC). There was a significant correlation between middle cerebral artery (MCA) systolic/diastolic ratio (S/D) (r = 0.185, p < 0.001), pulsatility index (PI) (r = 0.210, p < 0.001) and resistive index (RI) (r = 0.233, p < 0.001) and CSP length, but not with CSP width.
Conclusion: Turkish population fetal CSP nomogram is presented in this study. Fetal middle cerebral artery Doppler measurements (S/D, PI, and RI) showing cerebral blood flow correlate with CSP length, but not with CSP width. There was no correlation between fetal umbilical artery Doppler measurements and CSP sizes. The results pave the way for population-based studies with much larger samples.
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Affiliation(s)
- Burak BAYRAKTAR
- UNIVERSITY OF HEALTH SCIENCES, İZMİR TEPECİK HEALTH RESEARCH CENTER
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159
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Assessing maternal cardiac function by obstetricians: technique and reference ranges. Am J Obstet Gynecol 2023:S0002-9378(23)00006-6. [PMID: 36627073 DOI: 10.1016/j.ajog.2023.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/30/2022] [Accepted: 01/03/2023] [Indexed: 01/09/2023]
Abstract
BACKGROUND A strong body of evidence has now coalesced indicating that some obstetrical syndromes may result from maladaptive responses of the maternal cardiovascular system. Longitudinal studies have shown that these changes are complex and present before the clinical recognition of preeclampsia and fetal growth restriction, suggesting that hemodynamic maladaptation may play an etiologic role in obstetrical complications. Chronic hypertension is one of the most frequent complications of pregnancy, and recent evidence suggests that control of mild hypertension in early pregnancy improves outcome. The management of chronic hypertension can be improved by understanding specific cardiovascular hemodynamic abnormalities such as increased cardiac output or increased systemic vascular resistance, which can respond to either beta or calcium channel blockers, depending on the hemodynamic findings. Evaluation of maternal cardiac function has not been previously available to obstetrical healthcare providers using diagnostic ultrasound equipment used for fetal evaluation. OBJECTIVE Obstetrical ultrasound machines may be configured for various probes (endovaginal, abdominal, 3D/4D, and cardiac). This study used a cardiac probe placed in the suprasternal notch to image and measure the descending aorta diameter and the velocity time integral using pulsed and continuous wave Doppler ultrasound in normal pregnant women between 11 and 39 weeks of gestation. These measurements were followed by computation of maternal left ventricular preload, afterload, contractility, and blood flow. STUDY DESIGN This was a prospective cross-sectional study. A total of 400 pregnant women were recruited between 11 and 39 weeks of gestation. Imaging of the maternal aortic arch was performed by placing a cardiac probe in the suprasternal notch to identify the aortic arch using 2D and color Doppler ultrasound. The end-systolic diameter of the aorta was measured at the junction of the left subclavian artery with the descending aorta, which was followed by insonation of the descending aorta to obtain the Doppler waveform. Following insonation of the descending aorta, measurements of the aortic diameter, velocity time integral, ejection time, mean pressure gradient, heart rate, maternal weight and height, and systolic and diastolic blood pressures were entered into an Excel spreadsheet to compute the following: (1) preload measurements of stroke volume, stroke volume index, and stroke work index; (2) afterload measurements of systemic vascular resistance and the potential-to-kinetic energy ratio; (3) contractility measurements of inotropy and the Smith-Madigan inotropy index; and (4) blood flow measurements of cardiac output and the cardiac output index. Fractional polynomial regression analysis was performed for each of the above measurements using gestational age as the independent variable. RESULTS The diastolic and mean arterial blood pressure decreased from 11 to 18 weeks of gestation and then increased until term. The afterload measurements demonstrated similar characteristics, as all values decreased from 11 weeks until the mid and late second trimester, after which all values increased until term. Changes in contractility demonstrated an increase from 11 weeks to 25 to 28 weeks, followed by a decline until term. Changes in blood flow demonstrated an increase from 11 to 27 weeks and then declined until term. The continuous wave Doppler values were greater than the pulsed Doppler values except for the contractility measurements. Examples of abnormal cardiac measurements were identified in pregnant patients with hypertension and fetal growth restriction. An Excel calculator was created to provide quick computation of z-score measurements and their corresponding centiles described in this study. CONCLUSION The technique for evaluation of maternal cardiac function described in this study would allow screening of maternal left ventricular preload, afterload, contractility, and blood flow in the obstetrical clinical milieu once a cardiac probe is acquired for obstetrical ultrasound machines used for fetal evaluation. The above measurements would allow the clinician to select appropriate hypertensive medication on the basis of the results of the evaluation of the maternal left ventricle.
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160
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Fiorentino MC, Villani FP, Di Cosmo M, Frontoni E, Moccia S. A review on deep-learning algorithms for fetal ultrasound-image analysis. Med Image Anal 2023; 83:102629. [PMID: 36308861 DOI: 10.1016/j.media.2022.102629] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 07/12/2022] [Accepted: 09/10/2022] [Indexed: 11/07/2022]
Abstract
Deep-learning (DL) algorithms are becoming the standard for processing ultrasound (US) fetal images. A number of survey papers in the field is today available, but most of them are focusing on a broader area of medical-image analysis or not covering all fetal US DL applications. This paper surveys the most recent work in the field, with a total of 153 research papers published after 2017. Papers are analyzed and commented from both the methodology and the application perspective. We categorized the papers into (i) fetal standard-plane detection, (ii) anatomical structure analysis and (iii) biometry parameter estimation. For each category, main limitations and open issues are presented. Summary tables are included to facilitate the comparison among the different approaches. In addition, emerging applications are also outlined. Publicly-available datasets and performance metrics commonly used to assess algorithm performance are summarized, too. This paper ends with a critical summary of the current state of the art on DL algorithms for fetal US image analysis and a discussion on current challenges that have to be tackled by researchers working in the field to translate the research methodology into actual clinical practice.
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Affiliation(s)
| | | | - Mariachiara Di Cosmo
- Department of Information Engineering, Università Politecnica delle Marche, Italy
| | - Emanuele Frontoni
- Department of Information Engineering, Università Politecnica delle Marche, Italy; Department of Political Sciences, Communication and International Relations, Università degli Studi di Macerata, Italy
| | - Sara Moccia
- The BioRobotics Institute and Department of Excellence in Robotics & AI, Scuola Superiore Sant'Anna, Italy
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161
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Kautzky-Willer A, Winhofer Y, Kiss H, Falcone V, Berger A, Lechleitner M, Weitgasser R, Harreiter J. [Gestational diabetes mellitus (Update 2023)]. Wien Klin Wochenschr 2023; 135:115-128. [PMID: 37101032 PMCID: PMC10132924 DOI: 10.1007/s00508-023-02181-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2023] [Indexed: 04/28/2023]
Abstract
Gestational diabetes (GDM) is defined as any degree of glucose intolerance with onset during pregnancy and is associated with increased feto-maternal morbidity as well as long-term complications in mothers and the offspring. Women detected to have diabetes early in pregnancy receive the diagnosis of overt, non-gestational, diabetes (glucose: fasting ≥ 126 mg/dl, spontaneous ≥ 200 mg/dl or HbA1c ≥ 6.5% before 20 weeks of gestation). GDM is diagnosed by an oral glucose tolerance test (oGTT) or increased fasting glucose (≥ 92 mg/dl). Screening for undiagnosed type 2 diabetes at the first prenatal visit is recommended in women at increased risk (history of GDM/pre-diabetes; malformation, stillbirth, successive abortions or birth weight > 4500 g previously; obesity, metabolic syndrome, age > 35 years, vascular disease; clinical symptoms of diabetes (e.g. glucosuria) or ethnic origin with increased risk for GDM/T2DM (Arab, South- and Southeast Asian, Latin American)) using standard diagnostic criteria. Performance of the oGTT (120 min; 75 g glucose) may already be indicated in the first trimester in high-risk women but is mandatory between gestational week 24-28 in all pregnant women with previous non-pathological glucose metabolism. Following WHO recommendations, which are based on the Hyperglycemia and Adverse Pregnancy Outcome (HAPO) study, GDM is defined, if fasting venous plasma glucose is ≥ 92 mg/dl or 1 h ≥ 180 mg/dl or 2 h ≥ 153 mg/dl after glucose loading (international consensus criteria). In case of one pathological value a strict metabolic control is mandatory. After bariatric surgery we do not recommend to perform an oGTT due to risk of postprandial hypoglycemia. All women with GDM should receive nutritional counseling, be instructed in blood glucose self-monitoring and motivated to increase physical activity to moderate intensity levels-if not contraindicated (Evidence level A). If blood glucose levels cannot be maintained in the therapeutic range (fasting < 95 mg/dl and 1 h after meals < 140 mg/dl, Evidence level B) insulin therapy should be initiated as first choice (Evidence level A). Maternal and fetal monitoring is required in order to minimize maternal and fetal/neonatal morbidity and perinatal mortality. Regular obstetric examinations including ultrasound examinations are recommended (Evidence level A). Neonatal care of GDM offspring at high risk for hypoglycaemia includes blood glucose measurements after birth and if necessary appropriate intervention. Monitoring the development of the children and recommendation of healthy lifestyle are important issues to be tackled for the whole family. After delivery all women with GDM have to be reevaluated as to their glucose tolerance by a 75 g oGTT (WHO criteria) 4-12 weeks postpartum. Assessment of glucose parameters (fasting glucose, random glucose, HbA1c or optimally oGTT) are recommended every 2-3 years in case of normal glucose tolerance. All women have to be instructed about their increased risk of type 2 diabetes and cardiovascular disease at follow-up. Possible preventive meassures, in particular lifestyle changes as weight management and maintenance/increase of physical activity should be discussed (evidence level A).
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Affiliation(s)
- Alexandra Kautzky-Willer
- Gender Medicine Unit, Abteilung für Endokrinologie und Stoffwechsel, Universitätsklinik für Innere Medizin III, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich.
| | - Yvonne Winhofer
- Gender Medicine Unit, Abteilung für Endokrinologie und Stoffwechsel, Universitätsklinik für Innere Medizin III, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
| | - Herbert Kiss
- Abteilung für Geburtshilfe und feto-maternale Medizin, Universitätsklinik für Frauenheilkunde, Medizinische Universität Wien, Wien, Österreich
| | - Veronica Falcone
- Abteilung für Geburtshilfe und feto-maternale Medizin, Universitätsklinik für Frauenheilkunde, Medizinische Universität Wien, Wien, Österreich
| | - Angelika Berger
- Abteilung für Neonatologie, Pädiatrische Intensivmedizin und Neuropädiatrie, Universitätsklinik für Kinder- und Jugendheilkunde, Medizinische Universität Wien, Wien, Österreich
| | - Monika Lechleitner
- Interne Abteilung, Landeskrankenhaus Hochzirl - Natters, Hochzirl, Österreich
| | - Raimund Weitgasser
- Abteilung für Innere Medizin/Diabetologie, Privatklinik Wehrle-Diakonissen, Salzburg, Österreich
| | - Jürgen Harreiter
- Gender Medicine Unit, Abteilung für Endokrinologie und Stoffwechsel, Universitätsklinik für Innere Medizin III, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich
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162
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Drukker L, Sharma H, Karim JN, Droste R, Noble JA, Papageorghiou AT. Clinical workflow of sonographers performing fetal anomaly ultrasound scans: deep-learning-based analysis. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:759-765. [PMID: 35726505 PMCID: PMC10107110 DOI: 10.1002/uog.24975] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/04/2022] [Accepted: 06/10/2022] [Indexed: 05/31/2023]
Abstract
OBJECTIVE Despite decades of obstetric scanning, the field of sonographer workflow remains largely unexplored. In the second trimester, sonographers use scan guidelines to guide their acquisition of standard planes and structures; however, the scan-acquisition order is not prescribed. Using deep-learning-based video analysis, the aim of this study was to develop a deeper understanding of the clinical workflow undertaken by sonographers during second-trimester anomaly scans. METHODS We collected prospectively full-length video recordings of routine second-trimester anomaly scans. Important scan events in the videos were identified by detecting automatically image freeze and image/clip save. The video immediately preceding and following the important event was extracted and labeled as one of 11 commonly acquired anatomical structures. We developed and used a purposely trained and tested deep-learning annotation model to label automatically the large number of scan events. Thus, anomaly scans were partitioned as a sequence of anatomical planes or fetal structures obtained over time. RESULTS A total of 496 anomaly scans performed by 14 sonographers were available for analysis. UK guidelines specify that an image or videoclip of five different anatomical regions must be stored and these were detected in the majority of scans: head/brain was detected in 97.2% of scans, coronal face view (nose/lips) in 86.1%, abdomen in 93.1%, spine in 95.0% and femur in 92.3%. Analyzing the clinical workflow, we observed that sonographers were most likely to begin their scan by capturing the head/brain (in 24.4% of scans), spine (in 23.2%) or thorax/heart (in 22.8%). The most commonly identified two-structure transitions were: placenta/amniotic fluid to maternal anatomy, occurring in 44.5% of scans; head/brain to coronal face (nose/lips) in 42.7%; abdomen to thorax/heart in 26.1%; and three-dimensional/four-dimensional face to sagittal face (profile) in 23.7%. Transitions between three or more consecutive structures in sequence were uncommon (up to 13% of scans). None of the captured anomaly scans shared an entirely identical sequence. CONCLUSIONS We present a novel evaluation of the anomaly scan acquisition process using a deep-learning-based analysis of ultrasound video. We note wide variation in the number and sequence of structures obtained during routine second-trimester anomaly scans. Overall, each anomaly scan was found to be unique in its scanning sequence, suggesting that sonographers take advantage of the fetal position and acquire the standard planes according to their visibility rather than following a strict acquisition order. © 2022 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- L. Drukker
- Nuffield Department of Women's and Reproductive HealthJohn Radcliffe Hospital, University of OxfordOxfordUK
- Women's Ultrasound, Department of Obstetrics and GynecologyBeilinson Medical Center, Sackler Faculty of Medicine, Tel Aviv UniversityTel AvivIsrael
| | - H. Sharma
- Institute of Biomedical EngineeringUniversity of OxfordOxfordUK
| | - J. N. Karim
- Nuffield Department of Women's and Reproductive HealthJohn Radcliffe Hospital, University of OxfordOxfordUK
| | - R. Droste
- Institute of Biomedical EngineeringUniversity of OxfordOxfordUK
| | - J. A. Noble
- Institute of Biomedical EngineeringUniversity of OxfordOxfordUK
| | - A. T. Papageorghiou
- Nuffield Department of Women's and Reproductive HealthJohn Radcliffe Hospital, University of OxfordOxfordUK
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163
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Sánchez-Trujillo L, García-Montero C, Fraile-Martinez O, Guijarro LG, Bravo C, De Leon-Luis JA, Saez JV, Bujan J, Alvarez-Mon M, García-Honduvilla N, Saez MA, Ortega MA. Considering the Effects and Maternofoetal Implications of Vascular Disorders and the Umbilical Cord. MEDICINA (KAUNAS, LITHUANIA) 2022; 58:1754. [PMID: 36556956 PMCID: PMC9782481 DOI: 10.3390/medicina58121754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 12/04/2022]
Abstract
The umbilical cord is a critical anatomical structure connecting the placenta with the foetus, fulfilling multiple functions during pregnancy and hence influencing foetal development, programming and survival. Histologically, the umbilical cord is composed of three blood vessels: two arteries and one vein, integrated in a mucous connective tissue (Wharton's jelly) upholstered by a layer of amniotic coating. Vascular alterations in the umbilical cord or damage in this tissue because of other vascular disorders during pregnancy are worryingly related with detrimental maternofoetal consequences. In the present work, we will describe the main vascular alterations presented in the umbilical cord, both in the arteries (Single umbilical artery, hypoplastic umbilical artery or aneurysms in umbilical arteries) and the vein (Vascular thrombosis, aneurysms or varicose veins in the umbilical vein), together with other possible complications (Velamentous insertion, vasa praevia, hypercoiled or hypocoiled cord, angiomyxoma and haematomas). Likewise, the effect of the main obstetric vascular disorders like hypertensive disorders of pregnancy (specially pre-eclampsia) and chronic venous disease on the umbilical cord will also be summarized herein.
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Affiliation(s)
- Lara Sánchez-Trujillo
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
- Deparment of Pediatrics, Hospital Universitario Principe de Asturias, 28801 Alcalá de Henares, Spain
| | - Cielo García-Montero
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | - Oscar Fraile-Martinez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | - Luis G. Guijarro
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
- Department of Systems Biology, Faculty of Medicine and Health Sciences (Networking Research Center on for Liver and Digestive Diseases (CIBEREHD)), University of Alcalá, 28801 Alcalá de Henares, Spain
| | - Coral Bravo
- Department of Public and Maternal and Child Health, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
- Department of Obstetrics and Gynecology, University Hospital Gregorio Marañón, 28009 Madrid, Spain
- Health Research Institute Gregorio Marañón, 28009 Madrid, Spain
| | - Juan A. De Leon-Luis
- Department of Public and Maternal and Child Health, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain
- Department of Obstetrics and Gynecology, University Hospital Gregorio Marañón, 28009 Madrid, Spain
- Health Research Institute Gregorio Marañón, 28009 Madrid, Spain
| | - Jose V. Saez
- Department of Biomedicine and Biotechnology, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
| | - Julia Bujan
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | - Melchor Alvarez-Mon
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
- Immune System Diseases-Rheumatology and Internal Medicine Service, University Hospital Príncipe de Asturias, CIBEREHD, 28806 Alcalá de Henares, Spain
| | - Natalio García-Honduvilla
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
| | - Miguel A. Saez
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
- Pathological Anatomy Service, Central University Hospital of Defence-UAH Madrid, 28801 Alcala de Henares, Spain
| | - Miguel A. Ortega
- Department of Medicine and Medical Specialities, Faculty of Medicine and Health Sciences, University of Alcalá, 28801 Alcalá de Henares, Spain
- Ramón y Cajal Institute of Sanitary Research (IRYCIS), 28034 Madrid, Spain
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164
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De Robertis V, Calì G, Corbella P, Formigoni C, Iuculano A, Nonino F, Pasquini L, Prefumo F, Sciarrone A, Stampalija T, Taddei F, Volpe N, Volpe P, Frusca T. Referral scan for congenital anomalies: time to agree on indications. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:597-603. [PMID: 35633512 DOI: 10.1002/uog.24950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/17/2022] [Accepted: 05/19/2022] [Indexed: 06/15/2023]
Affiliation(s)
| | - Giuseppe Calì
- Department of Obstetrics and Gynecology, Maternal Fetal Medicine Unit, Palermo, Italy
| | - Paola Corbella
- Maternal Infant Department SC, Obstetrics and Gynecology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Ambra Iuculano
- Pathophysiology of Human Reproduction and Prenatal Diagnosis, Microcythemia Hospital Unit "A. CaO", Arnas Brotzu, Cagliari, Italy
| | - Francesco Nonino
- Operative Unit of Epidemiology and Statistics, IRCCS Institute of Neurological Sciences, Bologna, Italy
| | - Lucia Pasquini
- Fetal Medicine Unit, Department for Women and Children Health, Careggi University and Hospital, Florence, Italy
| | - Federico Prefumo
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Andrea Sciarrone
- Obstetrics and Gynecological Ultrasound and Prenatal Diagnosis Center, Citta' della Salute e della Scienza, Turin, Italy
| | - Tamara Stampalija
- Unit of Fetal Medicine and Prenatal Diagnosis, Institute for Maternal and Child Health, IRCCS Burlo Garofolo, University of Trieste, Trieste, Italy
| | - Fabrizio Taddei
- Gynecology and Obstetrics, Rovereto and Trento Hospitals, ASST, Trento, Italy
| | - Nicola Volpe
- Department of Medicine and Surgery, Unit of Surgical Sciences, Obstetrics and Gynecology, University of Parma, Parma, Italy
| | - Paolo Volpe
- Fetal Medicine Unit, Di Venere and Sarcone Hospitals, ASL BA, Bari, Italy
| | - Tiziana Frusca
- Department of Medicine and Surgery, Unit of Surgical Sciences, Obstetrics and Gynecology, University of Parma, Parma, Italy
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165
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Freud L, Abbasi N. Towards Improving the Prenatal Diagnosis of Congenital Heart Disease: This Time, for Mother's Health. JACC. ADVANCES 2022; 1:100127. [PMID: 38939722 PMCID: PMC11198302 DOI: 10.1016/j.jacadv.2022.100127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Affiliation(s)
- Lindsay Freud
- Division of Cardiology, Department of Paediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Nimrah Abbasi
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynaecology, Mount Sinai Hospital & Ontario Fetal Centre, University of Toronto, Toronto, Ontario, Canada
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166
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Coutinho CM, Sotiriadis A, Odibo A, Khalil A, D'Antonio F, Feltovich H, Salomon LJ, Sheehan P, Napolitano R, Berghella V, da Silva Costa F. ISUOG Practice Guidelines: role of ultrasound in the prediction of spontaneous preterm birth. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 60:435-456. [PMID: 35904371 DOI: 10.1002/uog.26020] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 06/22/2022] [Indexed: 05/15/2023]
Affiliation(s)
- C M Coutinho
- Department of Gynecology and Obstetrics, Clinics Hospital, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - A Sotiriadis
- Second Department of Obstetrics and Gynecology, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - A Odibo
- Washington University School of Medicine, Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, St Louis, MO, USA
| | - A Khalil
- Fetal Medicine Unit, St George's University Hospitals NHS Foundation Trust, University of London, London, UK
- Vascular Biology Research Centre, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
| | - F D'Antonio
- Center for Fetal Care and High Risk Pregnancy, Department of Obstetrics and Gynecology, University of Chieti, Chieti, Italy
| | - H Feltovich
- Fetal Ultrasound, Intermountain Healthcare, Salt Lake City, UT, USA
| | - L J Salomon
- Department of Obstetrics and Fetal Medicine, Hôpital Necker-Enfants Malades, Assistance Publique-Hôpitaux de Paris, Paris Cité University, Paris, France
| | - P Sheehan
- Royal Women's Hospital, Melbourne, Australia; Department of Obstetrics and Gynaecology, University of Melbourne, Melbourne, Australia
| | - R Napolitano
- Elizabeth Garrett Anderson Institute for Women's Health, University College London, London, UK
- Fetal Medicine Unit, University College London Hospitals NHS Foundation Trust, London, UK
| | - V Berghella
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Thomas Jefferson University, Philadelphia, PA, USA
| | - F da Silva Costa
- Maternal Fetal Medicine Unit, Gold Coast University Hospital and School of Medicine, Griffith University, Gold Coast, Queensland, Australia
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167
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Yu Y, Chen Z, Zhuang Y, Yi H, Han L, Chen K, Lin J. A guiding approach of Ultrasound scan for accurately obtaining standard diagnostic planes of fetal brain malformation. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 2022; 30:1243-1260. [PMID: 36155489 DOI: 10.3233/xst-221278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
BACKGROUND Standard planes (SPs) are crucial for the diagnosis of fetal brain malformation. However, it is very time-consuming and requires extensive experiences to acquire the SPs accurately due to the large difference in fetal posture and the complexity of SPs definitions. OBJECTIVE This study aims to present a guiding approach that could assist sonographer to obtain the SPs more accurately and more quickly. METHODS To begin with, sonographer uses the 3D probe to scan the fetal head to obtain 3D volume data, and then we used affine transformation to calibrate 3D volume data to the standard body position and established the corresponding 3D head model in 'real time'. When the sonographer uses the 2D probe to scan a plane, the position of current plane can be clearly show in 3D head model by our RLNet (regression location network), which can conduct the sonographer to obtain the three SPs more accurately. When the three SPs are located, the sagittal plane and the coronal planes can be automatically generated according to the spatial relationship with the three SPs. RESULTS Experimental results conducted on 3200 2D US images show that the RLNet achieves average angle error of the transthalamic plane was 3.91±2.86°, which has a obvious improvement compared other published data. The automatically generated coronal and sagittal SPs conform the diagnostic criteria and the diagnostic requirements of fetal brain malformation. CONCLUSIONS A guiding scanning method based deep learning for ultrasonic brain malformation screening is firstly proposed and it has a pragmatic value for future clinical application.
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Affiliation(s)
- Yalan Yu
- College of Biomedical Engineering, Sichuan University, Chengdu, China
| | - Zhong Chen
- Department of US, General Hospital of Western Theater Command, Chengdu, China
| | - Yan Zhuang
- College of Biomedical Engineering, Sichuan University, Chengdu, China
| | - Heng Yi
- Department of US, General Hospital of Western Theater Command, Chengdu, China
| | - Lin Han
- College of Biomedical Engineering, Sichuan University, Chengdu, China
- Haihong Intellimage Medical Technology (Tianjin) Co., Ltd, Tianjin, China
| | - Ke Chen
- College of Biomedical Engineering, Sichuan University, Chengdu, China
| | - Jiangli Lin
- College of Biomedical Engineering, Sichuan University, Chengdu, China
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