{"id":"https://openalex.org/W3130906366","doi":"https://doi.org/10.1117/12.2581467","title":"Assessing reproducibility in magnetic resonance (MR) radiomics features between deep-learning segmented and expert manual segmented data and evaluating their diagnostic performance in pregnant women with suspected placenta accreta spectrum (PAS)","display_name":"Assessing reproducibility in magnetic resonance (MR) radiomics features between deep-learning segmented and expert manual segmented data and evaluating their diagnostic performance in pregnant women with suspected placenta accreta spectrum (PAS)","publication_year":2021,"publication_date":"2021-02-12","ids":{"openalex":"https://openalex.org/W3130906366","doi":"https://doi.org/10.1117/12.2581467","mag":"3130906366","pmid":"https://pubmed.ncbi.nlm.nih.gov/35784397"},"language":"en","primary_location":{"id":"doi:10.1117/12.2581467","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2581467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Computer-Aided Diagnosis","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9248910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071617413","display_name":"Yin Xi","orcid":"https://orcid.org/0000-0001-9743-3010"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yin Xi","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern Medical Center","The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056465640","display_name":"Maysam Shahedi","orcid":"https://orcid.org/0000-0001-9108-2010"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maysam Shahedi","raw_affiliation_strings":["Center for Imaging and Surgical Innovation and Department of Bioengineering, University of Texas at Dallas","The Univ. of Texas at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Center for Imaging and Surgical Innovation and Department of Bioengineering, University of Texas at Dallas","institution_ids":[]},{"raw_affiliation_string":"The Univ. of Texas at Dallas (United States)","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000967573","display_name":"N. Quyen","orcid":"https://orcid.org/0000-0001-9511-7866"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quyen N. Do","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern Medical Center","The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078548953","display_name":"James D. Dormer","orcid":"https://orcid.org/0000-0002-0719-6697"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"James Dormer","raw_affiliation_strings":["Center for Imaging and Surgical Innovation and Department of Bioengineering, University of Texas at Dallas"],"affiliations":[{"raw_affiliation_string":"Center for Imaging and Surgical Innovation and Department of Bioengineering, University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034474338","display_name":"Matthew A. Lewis","orcid":"https://orcid.org/0000-0002-3714-9031"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew A. Lewis","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern Medical Center","The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083707303","display_name":"Baowei Fei","orcid":"https://orcid.org/0000-0002-9123-9484"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baowei Fei","raw_affiliation_strings":["Center for Imaging and Surgical Innovation and Department of Bioengineering, University of Texas at Dallas","Department of Radiology, University of Texas Southwestern Medical Center"],"affiliations":[{"raw_affiliation_string":"Center for Imaging and Surgical Innovation and Department of Bioengineering, University of Texas at Dallas","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103547459","display_name":"Catherine Y. Spong","orcid":null},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine Y. Spong","raw_affiliation_strings":["Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center","The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035114318","display_name":"Ananth J. Madhuranthakam","orcid":"https://orcid.org/0000-0002-5524-7962"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ananth J. Madhuranthakam","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern Medical Center","The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029303078","display_name":"Diane M. Twickler","orcid":"https://orcid.org/0000-0001-5192-9782"},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diane M. Twickler","raw_affiliation_strings":["Department of Radiology, University of Texas Southwestern Medical Center","The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Texas Southwestern Medical Center","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"The Univ. of Texas Southwestern Medical Ctr. at Dallas (United States)","institution_ids":["https://openalex.org/I867280407"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5071617413"],"corresponding_institution_ids":["https://openalex.org/I867280407"],"apc_list":null,"apc_paid":null,"fwci":0.6636,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70588867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"11597","issue":null,"first_page":"95","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11389","display_name":"Maternal and fetal healthcare","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11389","display_name":"Maternal and fetal healthcare","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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":0.9886000156402588,"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/T10290","display_name":"Pregnancy and preeclampsia studies","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/placenta-accreta","display_name":"Placenta accreta","score":0.8137950897216797},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.7173451781272888},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.6933999061584473},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6914975643157959},{"id":"https://openalex.org/keywords/intraclass-correlation","display_name":"Intraclass correlation","score":0.6559324264526367},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5838682651519775},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.49971485137939453},{"id":"https://openalex.org/keywords/hysterectomy","display_name":"Hysterectomy","score":0.43515971302986145},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.43301889300346375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42774543166160583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4090649485588074},{"id":"https://openalex.org/keywords/placenta","display_name":"Placenta","score":0.38926830887794495},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.38304436206817627},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3515458106994629},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.32170259952545166},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10566216707229614},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09966012835502625},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.09418436884880066},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0938640832901001}],"concepts":[{"id":"https://openalex.org/C2779116671","wikidata":"https://www.wikidata.org/wiki/Q517856","display_name":"Placenta accreta","level":5,"score":0.8137950897216797},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.7173451781272888},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.6933999061584473},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6914975643157959},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.6559324264526367},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5838682651519775},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.49971485137939453},{"id":"https://openalex.org/C2779494336","wikidata":"https://www.wikidata.org/wiki/Q550675","display_name":"Hysterectomy","level":2,"score":0.43515971302986145},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.43301889300346375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42774543166160583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4090649485588074},{"id":"https://openalex.org/C2776953305","wikidata":"https://www.wikidata.org/wiki/Q1212935","display_name":"Placenta","level":4,"score":0.38926830887794495},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.38304436206817627},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3515458106994629},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.32170259952545166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10566216707229614},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09966012835502625},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.09418436884880066},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0938640832901001},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1117/12.2581467","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2581467","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2021: Computer-Aided Diagnosis","raw_type":"proceedings-article"},{"id":"pmid:35784397","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35784397","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of SPIE--the International Society for Optical Engineering","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9248910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9248910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SPIE Int Soc Opt Eng","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9248910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9248910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc SPIE Int Soc Opt Eng","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1762752987","https://openalex.org/W2006299674","https://openalex.org/W2006617902","https://openalex.org/W2125282163","https://openalex.org/W2157076315","https://openalex.org/W2767128594","https://openalex.org/W2792605409","https://openalex.org/W2912150285","https://openalex.org/W2968662911","https://openalex.org/W2998789541","https://openalex.org/W3011641445","https://openalex.org/W3012818237","https://openalex.org/W3129504039"],"related_works":["https://openalex.org/W2413717610","https://openalex.org/W1973270181","https://openalex.org/W1981806953","https://openalex.org/W2147363050","https://openalex.org/W2101066939","https://openalex.org/W1999666783","https://openalex.org/W2007969206","https://openalex.org/W1897324069","https://openalex.org/W4220973488","https://openalex.org/W2389513538"],"abstract_inverted_index":{"A":[0],"Deep-Learning":[1],"(DL)":[2],"based":[3],"segmentation":[4,28,36],"tool":[5],"was":[6,57,84],"applied":[7],"to":[8,31,42,67,72],"a":[9],"new":[10],"magnetic":[11],"resonance":[12],"imaging":[13,47],"dataset":[14],"of":[15],"pregnant":[16],"women":[17],"with":[18,60],"suspected":[19],"Placenta":[20],"Accreta":[21],"Spectrum":[22],"(PAS).":[23],"Radiomic":[24],"features":[25],"from":[26,33],"DL":[27,99],"were":[29,65],"compared":[30],"those":[32],"expert":[34],"manual":[35],"via":[37],"intraclass":[38],"correlation":[39],"coefficients":[40],"(ICC)":[41],"assess":[43],"reproducibility.":[44],"An":[45],"additional":[46],"marker":[48],"quantifying":[49],"the":[50,54],"placental":[51],"location":[52],"within":[53],"uterus":[55],"(PLU)":[56],"included.":[58],"Features":[59],"an":[61],"ICC":[62,81],">":[63],"0.7":[64],"used":[66],"build":[68],"logistic":[69],"regression":[70],"models":[71],"predict":[73],"hysterectomy.":[74],"Of":[75],"2059":[76],"features,":[77],"781":[78],"(37.9%)":[79],"had":[80],">0.7.":[82],"AUC":[83],"0.69":[85],"(95%":[86,95],"CI":[87,96],"0.63-0.74)":[88],"for":[89,98],"manually":[90],"segmented":[91,100],"data":[92],"and":[93],"0.78":[94],"0.73-0.83)":[97],"data.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}