{"id":"https://openalex.org/W4244473267","doi":"https://doi.org/10.1007/978-3-030-87735-4","title":"Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis","display_name":"Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4244473267","doi":"https://doi.org/10.1007/978-3-030-87735-4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87735-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87735-4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book"},"type":"book","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sudre, Carole H.","orcid":null},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Sudre, Carole H.","raw_affiliation_strings":["University College London/King's College London, London, UK","Harvard Medical School/Brigham and Women's Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"University College London/King's College London, London, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I45129253"]},{"raw_affiliation_string":"Harvard Medical School/Brigham and Women's Hospital, Boston, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044422433","display_name":"Carole H. Sudre","orcid":"https://orcid.org/0000-0001-5753-428X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT","CA"],"is_corresponding":false,"raw_author_name":"Licandro, Roxane","raw_affiliation_strings":["Medical University of Vienna and TU Wien, Vienna, Austria","The Hospital For Sick Children, University of Toronto, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Medical University of Vienna and TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I76134821","https://openalex.org/I145847075"]},{"raw_affiliation_string":"The Hospital For Sick Children, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072873568","display_name":"Roxane Licandro","orcid":null},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Baumgartner, Christian","raw_affiliation_strings":["University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038698111","display_name":"Christian Baumg\u00e4rtner","orcid":"https://orcid.org/0000-0002-3763-5195"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Melbourne, Andrew","raw_affiliation_strings":["King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035099926","display_name":"Andrew Melbourne","orcid":"https://orcid.org/0000-0001-7667-3947"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dalca, Adrian","raw_affiliation_strings":["Massachusetts General Hospital, Harvard Medical School, MIT, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital, Harvard Medical School, MIT, Cambridge, USA","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091409910","display_name":"Adrian V. Dalca","orcid":"https://orcid.org/0000-0002-8422-0136"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hutter, Jana","raw_affiliation_strings":["King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053114506","display_name":"Jana Hutter","orcid":"https://orcid.org/0000-0003-3476-3500"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tanno, Ryutaro","raw_affiliation_strings":["Microsoft Research/University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Microsoft Research/University College London, London, UK","institution_ids":["https://openalex.org/I4210164937","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064157732","display_name":"Ryutaro Tanno","orcid":"https://orcid.org/0000-0002-8107-6730"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abaci Turk, Esra","raw_affiliation_strings":["Boston Children's Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Boston Children's Hospital, Boston, USA","institution_ids":["https://openalex.org/I1288882113"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Van Leemput, Koen","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Van Leemput, Koen","raw_affiliation_strings":["Technical University Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047520245","display_name":"Koen Van Leemput","orcid":"https://orcid.org/0000-0001-6466-5309"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Torrents Barrena, Jordina","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Wells, William M.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wells, William M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103860938","display_name":"William M. Wells","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Macgowan, Christopher","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":12,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984","https://openalex.org/I183935753","https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9931,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.89285714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T12296","display_name":"Autopsy Techniques and Outcomes","score":0.9365000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7133559584617615},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.6182711720466614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5068088173866272},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4332563281059265},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3970821499824524},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39473992586135864},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34711772203445435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7133559584617615},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.6182711720466614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5068088173866272},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4332563281059265},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3970821499824524},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39473992586135864},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34711772203445435}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-87735-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87735-4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3202203132","https://openalex.org/W3202643217","https://openalex.org/W3202792632","https://openalex.org/W3203080855","https://openalex.org/W3203573174","https://openalex.org/W3204079162","https://openalex.org/W3204285923","https://openalex.org/W3208979489","https://openalex.org/W3211101558","https://openalex.org/W4388802510"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2755342338","https://openalex.org/W4224009465","https://openalex.org/W1891287906","https://openalex.org/W4306674287","https://openalex.org/W2775347418","https://openalex.org/W2123189663","https://openalex.org/W4286629047","https://openalex.org/W2145652935","https://openalex.org/W2625805835"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2022-05-12T00:00:00"}