{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T00:18:01Z","timestamp":1790036281932,"version":"4.0.1"},"reference-count":13,"publisher":"Wiley","issue":"2","license":[{"start":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T00:00:00Z","timestamp":1742256000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T00:00:00Z","timestamp":1742256000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100004320","name":"Philips","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004320","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["obgyn.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Intl J Gynecology &amp; Obste"],"published-print":{"date-parts":[[2025,8]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Detection algorithms targeting anatomic landmarks in three\u2010dimensional (3D) ultrasound (US) volume (three\u2010dimensional US) appear to be a relevant and easy\u2010to\u2010implement option to address junior and occasional operators' difficulties in probe positioning for two\u2010dimensional (2D) fetal biometry.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objectives<\/jats:title>\n                    <jats:p>This study assesses the feasibility of complete automation for fetal biometry and the resulting agreement with standard 2D (US) measurements. The secondary objectives were to assess the impact of software\u2010driven measurement on image quality scoring, reproducibility, and agreement with human\u2010driven measurements issued from the same volumes.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>Datasets were collected from a consecutive sample of women attending standard US follow\u2010up (singleton, 16\u201330\u2009weeks of gestation). Each dataset contained 2D measurements for reference (head and abdomen circumference and femoral length) and 3D US volume acquisitions of the fetal head, abdomen, and thigh. Both algorithm\u2010based and operator\u2010based detection of the targeted plans and calipers positioning were applied to the 3D volumes to produce software\u2010driven and human\u2010driven measurements. The resulting 3D measurements were assessed for completion rates, image quality, and reproducibility.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>On 175 datasets collected, completion rates in achieving software\u2010driven 3D measurements ranged between 94% (abdomen) and 100% (head). A modest weakening in quality (of uncertain clinical significance) was notable for the head and abdomen measurements. Compared to the 2D measurements, the software\u2010driven tended to slightly overestimate the estimated fetal weight (EFW; e.g., 95% confidence interval ranging from 445 to 635\u2009g for a 525\u2009g\u2010sized fetus at 22\u2009weeks of gestation). The random error tended to be inflated for fetuses &gt;700\u2009g. Intra\u2010 and inter\u2010operator reproducibility were appropriate (intraclass correlation coefficient intervals ranged from 0.8 to 0.99).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Complete automation of US biometry appears feasible and presents appropriate reproducibility and image quality scoring, but third\u2010trimester biometry needs improvement. Before clinical implementation, it is time to assess the impact of point\u2010of\u2010care use on large populations.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/ijgo.70041","type":"journal-article","created":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T08:00:28Z","timestamp":1742284828000},"page":"647-655","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Volume\u2010based complete automation for ultrasound fetal biometry: A pilot approach to assess feasibility, reliability, and\u00a0perspectives"],"prefix":"10.1002","volume":"170","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2351-8094","authenticated-orcid":false,"given":"Ga\u00eblle","family":"Ambroise Grandjean","sequence":"first","affiliation":[{"name":"Obstetrics Department Centre Hospitalier R\u00e9gional Universitaire  Nancy France"},{"name":"Inserm, IADI Universit\u00e9 de Lorraine  Nancy France"},{"name":"Midwifery Department Universit\u00e9 de Lorraine  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthieu","family":"Dap","sequence":"additional","affiliation":[{"name":"Obstetrics Department Centre Hospitalier R\u00e9gional Universitaire  Nancy France"},{"name":"Inserm, IADI Universit\u00e9 de Lorraine  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cybele","family":"Ciofolo\u2010Veit","sequence":"additional","affiliation":[{"name":"Philips Health Technology Innovation  Paris France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laurence","family":"Rouet","sequence":"additional","affiliation":[{"name":"Philips Health Technology Innovation  Paris France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yohan","family":"Damas","sequence":"additional","affiliation":[{"name":"CIC\u2010IT Centre Hospitalier R\u00e9gional Universitaire  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Claire","family":"Banasiak","sequence":"additional","affiliation":[{"name":"CIC\u2010IT Centre Hospitalier R\u00e9gional Universitaire  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laurence","family":"Bourguignon","sequence":"additional","affiliation":[{"name":"Obstetrics Department Centre Hospitalier R\u00e9gional Universitaire  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adeline","family":"Collin","sequence":"additional","affiliation":[{"name":"Obstetrics Department Centre Hospitalier R\u00e9gional Universitaire  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olivier","family":"Morel","sequence":"additional","affiliation":[{"name":"Obstetrics Department Centre Hospitalier R\u00e9gional Universitaire  Nancy France"},{"name":"Inserm, IADI Universit\u00e9 de Lorraine  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gabriela","family":"Hossu","sequence":"additional","affiliation":[{"name":"CIC\u2010IT Centre Hospitalier R\u00e9gional Universitaire  Nancy France"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,3,18]]},"reference":[{"key":"e_1_2_12_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.diii.2023.01.008"},{"key":"e_1_2_12_3_1","doi-asserted-by":"publisher","DOI":"10.7863\/ultra.32.5.847"},{"key":"e_1_2_12_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.diii.2018.08.001"},{"key":"e_1_2_12_5_1","doi-asserted-by":"publisher","DOI":"10.2214\/AJR.18.20490"},{"key":"e_1_2_12_6_1","first-page":"234","volume-title":"18th International Conference on Medical Image Computing and Computer\u2010Assisted Intervention, MICCAI 2015","author":"Ronneberger O","year":"2015"},{"key":"e_1_2_12_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/uog.20272"},{"key":"e_1_2_12_8_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2019-031777"},{"key":"e_1_2_12_9_1","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2016-012799"},{"key":"e_1_2_12_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/uog.122"},{"key":"e_1_2_12_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/0002-9378(85)90298-4"},{"key":"e_1_2_12_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(14)61490-2"},{"key":"e_1_2_12_13_1","doi-asserted-by":"publisher","DOI":"10.1002\/uog.14654"},{"key":"e_1_2_12_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/uog.10082"}],"container-title":["International Journal of Gynecology &amp; 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