乐胖代购免代理版

{"id":"https://openalex.org/W2708499541","doi":"https://doi.org/10.1109/isbi.2017.7950519","title":"Automatic 3D ultrasound segmentation of the first trimester placenta using deep learning","display_name":"Automatic 3D ultrasound segmentation of the first trimester placenta using deep learning","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2708499541","doi":"https://doi.org/10.1109/isbi.2017.7950519","mag":"2708499541"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950519","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ora.ox.ac.uk/objects/uuid:5b478d5d-37f8-4601-8a7c-f3aa48c52393/files/m82895172e83273e09f483cc288337dc1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031932354","display_name":"P\u00e1draig Looney","orcid":"https://orcid.org/0000-0002-0764-5413"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"funder","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Padraig Looney","raw_affiliation_strings":["Nuffield Department of Obstetrics and Gynaecoloay, University of Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Nuffield Department of Obstetrics and Gynaecoloay, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030399979","display_name":"Gordon Stevenson","orcid":"https://orcid.org/0000-0002-2809-8084"},"institutions":[],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gordon N. Stevenson","raw_affiliation_strings":["School of Womens and Childrens Health, UNSW, Randwick, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Womens and Childrens Health, UNSW, Randwick, NSW, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080220991","display_name":"K. H. Nicolaides","orcid":"https://orcid.org/0000-0003-1266-0711"},"institutions":[{"id":"https://openalex.org/I4210136526","display_name":"Harris Birthright Research Centre for Fetal Medicine","ror":"https://ror.org/03kwycy34","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210136526"]},{"id":"https://openalex.org/I4210153400","display_name":"King's College Hospital","ror":"https://ror.org/044nptt90","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210111135","https://openalex.org/I4210153400"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kypros H. Nicolaides","raw_affiliation_strings":["Kings College Hospital, Harris Birthright Research Centre of Fetal Medicine, UK"],"affiliations":[{"raw_affiliation_string":"Kings College Hospital, Harris Birthright Research Centre of Fetal Medicine, UK","institution_ids":["https://openalex.org/I4210136526","https://openalex.org/I4210153400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055953235","display_name":"W. Plasencia","orcid":"https://orcid.org/0000-0003-0182-7678"},"institutions":[{"id":"https://openalex.org/I4210106981","display_name":"Hospiten Group","ror":"https://ror.org/01csrpp22","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210106981"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Walter Plasencia","raw_affiliation_strings":["Fetal Medicine Unit, Hospiten Group, Tenerife, Canary Islands, Spain"],"affiliations":[{"raw_affiliation_string":"Fetal Medicine Unit, Hospiten Group, Tenerife, Canary Islands, Spain","institution_ids":["https://openalex.org/I4210106981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003564958","display_name":"M. Molloholli","orcid":null},"institutions":[{"id":"https://openalex.org/I2800258182","display_name":"Wexham Park Hospital","ror":"https://ror.org/03wf7ed39","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800258182","https://openalex.org/I2802828768"]},{"id":"https://openalex.org/I2802742124","display_name":"John Radcliffe Hospital","ror":"https://ror.org/0080acb59","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802742124","https://openalex.org/I4210127145","https://openalex.org/I4210147381"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Malid Molloholli","raw_affiliation_strings":["Department of Obstetrics and Gynaecology, Wexham Park Hospital, Slough, UK","Fetal Medicine Unit, John Radcliffe Hospital, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynaecology, Wexham Park Hospital, Slough, UK","institution_ids":["https://openalex.org/I2800258182"]},{"raw_affiliation_string":"Fetal Medicine Unit, John Radcliffe Hospital, Oxford, UK","institution_ids":["https://openalex.org/I2802742124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002206430","display_name":"Stavros Natsis","orcid":null},"institutions":[{"id":"https://openalex.org/I2802742124","display_name":"John Radcliffe Hospital","ror":"https://ror.org/0080acb59","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802742124","https://openalex.org/I4210127145","https://openalex.org/I4210147381"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stavros Natsis","raw_affiliation_strings":["Fetal Medicine Unit, John Radcliffe Hospital, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Fetal Medicine Unit, John Radcliffe Hospital, Oxford, UK","institution_ids":["https://openalex.org/I2802742124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050828180","display_name":"Sally Collins","orcid":"https://orcid.org/0000-0002-0648-7433"},"institutions":[{"id":"https://openalex.org/I2802742124","display_name":"John Radcliffe Hospital","ror":"https://ror.org/0080acb59","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2802742124","https://openalex.org/I4210127145","https://openalex.org/I4210147381"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"funder","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sally L. Collins","raw_affiliation_strings":["Fetal Medicine Unit, John Radcliffe Hospital, Oxford, UK","Nuffield Department of Obstetrics and Gynaecoloay, University of Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Fetal Medicine Unit, John Radcliffe Hospital, Oxford, UK","institution_ids":["https://openalex.org/I2802742124"]},{"raw_affiliation_string":"Nuffield Department of Obstetrics and Gynaecoloay, University of Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.048,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":42,"citation_normalized_percentile":{"value":0.933333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"60","issue":null,"first_page":"279","last_page":"282"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9909,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11738","display_name":"Ultrasound in Clinical Applications","score":0.9837,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.96,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6361337},{"id":"https://openalex.org/keywords/quartile","display_name":"Quartile","score":0.5433709}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.68650836},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.64102805},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6361337},{"id":"https://openalex.org/C68443243","wikidata":"https://www.wikidata.org/wiki/Q2786686","display_name":"Quartile","level":3,"score":0.5433709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5325692},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5297476},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44961283},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39197698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24252206},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17696807},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950519","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:5b478d5d-37f8-4601-8a7c-f3aa48c52393","pdf_url":"https://ora.ox.ac.uk/objects/uuid:5b478d5d-37f8-4601-8a7c-f3aa48c52393/files/m82895172e83273e09f483cc288337dc1","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":["University of Oxford"],"type":"repository"},"license":"mit","license_id":"https://openalex.org/licenses/mit","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/1959.4/unsworks_46148","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/675fdb8d-1ac7-49ae-a908-166f109b8d42/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":["Australian Defence Force Academy"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:5b478d5d-37f8-4601-8a7c-f3aa48c52393","pdf_url":"https://ora.ox.ac.uk/objects/uuid:5b478d5d-37f8-4601-8a7c-f3aa48c52393/files/m82895172e83273e09f483cc288337dc1","source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":["University of Oxford"],"type":"repository"},"license":"mit","license_id":"https://openalex.org/licenses/mit","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"score":0.83,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":10,"referenced_works":["https://openalex.org/W1205104456","https://openalex.org/W1984217549","https://openalex.org/W1985399103","https://openalex.org/W2035043933","https://openalex.org/W2044072742","https://openalex.org/W2066979538","https://openalex.org/W2098441334","https://openalex.org/W2125637308","https://openalex.org/W2301358467","https://openalex.org/W2476575773"],"related_works":["https://openalex.org/W4317815148","https://openalex.org/W4312417841","https://openalex.org/W4297998612","https://openalex.org/W4226493464","https://openalex.org/W3193565141","https://openalex.org/W3167935049","https://openalex.org/W3133861977","https://openalex.org/W3029198973","https://openalex.org/W2887796055","https://openalex.org/W1997160662"],"abstract_inverted_index":{"Placental":[0],"volume":[1],"measured":[2],"with":[3],"3D":[4,93,167],"ultrasound":[5,94,168],"in":[6],"the":[7,31,81,84,107,111,156,170,187],"first":[8,97,157],"trimester":[9,98],"has":[10],"been":[11],"shown":[12,40],"to":[13,16,29,41,102,179],"be":[14,23,42],"correlated":[15],"adverse":[17],"pregnancy":[18],"outcomes.":[19],"This":[20,172],"could":[21,185],"potentially":[22],"used":[24,101],"as":[25,89],"a":[26,59,71,161,190],"screening":[27,60],"test":[28,106],"predict":[30],"\"at":[32],"risk\"":[33],"pregnancy.":[34],"However,":[35],"manual":[36],"segmentation":[37,65,165,193],"whilst":[38],"previously":[39],"accurate":[43],"and":[44,50,105],"repeatable":[45],"is":[46,66],"very":[47],"time":[48],"consuming":[49],"semi-automated":[51,85,112],"methods":[52],"still":[53],"require":[54],"operator":[55],"input.":[56],"To":[57],"generate":[58],"tool,":[61],"fully":[62,191],"automated":[63],"placental":[64],"required.":[67],"In":[68],"this":[69],"work,":[70],"deep":[72,162],"convolutional":[73],"neural":[74],"network":[75],"(cNN),":[76],"DeepMedic,":[77],"was":[78,129,147],"trained":[79],"using":[80,160],"output":[82],"of":[83,96,166,169,189],"Random":[86],"Walker":[87],"method":[88],"ground":[90,180],"truth.":[91],"300":[92],"scans":[95],"placentas":[99],"were":[100,182],"train,":[103],"validate":[104],"cNN.":[108],"Compared":[109],"against":[110],"segmentation,":[113],"resultant":[114],"median":[115,134],"(1":[116,135],"st":[119,138],"Quartile,":[120,139],"3":[121,140],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">rd":[124,143],"Quartile)":[125,144],"Dice":[126],"Similarity":[127],"Coefficient":[128],"0.73":[130],"(0.66,":[131],"0.76).":[132],"The":[133],"Hausdorff":[145],"distance":[146],"27":[148],"mm":[149],"(18":[150],"mm,":[151],"36":[152],"mm).":[153],"We":[154],"present":[155],"attempt":[158],"at":[159],"cNN":[163],"for":[164],"placenta.":[171],"work":[173],"shows":[174],"that":[175,184],"feasible":[176],"results":[177],"compared":[178],"truth":[181],"obtained":[183],"form":[186],"basis":[188],"automatic":[192],"method.":[194]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2708499541","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9}],"updated_date":"2025-03-24T11:54:47.882370","created_date":"2017-06-30"}