{"id":"https://openalex.org/W4210716128","doi":"https://doi.org/10.1007/s10278-021-00573-9","title":"Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation: a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms","display_name":"Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation: a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms","publication_year":2022,"publication_date":"2022-01-26","ids":{"openalex":"https://openalex.org/W4210716128","doi":"https://doi.org/10.1007/s10278-021-00573-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/35083620"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-021-00573-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-021-00573-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00573-9.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00573-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112745681","display_name":"Leonardus B. van den Oever","orcid":null},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"L. B. van den Oever","raw_affiliation_strings":["Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-1270-0613","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052460106","display_name":"Willemina A. van Veldhuizen","orcid":"https://orcid.org/0000-0002-7295-9005"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"W. A. van Veldhuizen","raw_affiliation_strings":["Department of Surgery, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010501907","display_name":"L. J. Cornelissen","orcid":"https://orcid.org/0000-0002-2333-0913"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"L. J. Cornelissen","raw_affiliation_strings":["Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005686214","display_name":"Daan Spoor","orcid":"https://orcid.org/0000-0001-6246-8387"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"D. S. Spoor","raw_affiliation_strings":["Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031364797","display_name":"Tineke P. Willems","orcid":"https://orcid.org/0000-0002-8851-0595"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"T. P. Willems","raw_affiliation_strings":["Department of Radiology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024131343","display_name":"Gem Kramer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110920","display_name":"Martini Ziekenhuis","ror":"https://ror.org/017b69w10","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210110920"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"G. Kramer","raw_affiliation_strings":["Department of Radiology, Martini Hospital, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Martini Hospital, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands","institution_ids":["https://openalex.org/I4210110920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003849679","display_name":"T. Stigter","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110920","display_name":"Martini Ziekenhuis","ror":"https://ror.org/017b69w10","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210110920"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"T. Stigter","raw_affiliation_strings":["Department of Radiology, Martini Hospital, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Martini Hospital, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands","institution_ids":["https://openalex.org/I4210110920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071445852","display_name":"Mieneke Rook","orcid":"https://orcid.org/0000-0002-6066-6061"},"institutions":[{"id":"https://openalex.org/I4210110920","display_name":"Martini Ziekenhuis","ror":"https://ror.org/017b69w10","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210110920"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Rook","raw_affiliation_strings":["Department of Radiology, Martini Hospital, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Martini Hospital, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands","institution_ids":["https://openalex.org/I4210110920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058575753","display_name":"Anne P.G. Crijns","orcid":"https://orcid.org/0000-0002-3157-0626"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"A. P. G. Crijns","raw_affiliation_strings":["Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080510963","display_name":"Matthijs Oudkerk","orcid":"https://orcid.org/0000-0003-2800-4110"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Oudkerk","raw_affiliation_strings":["Faculty of Medical Sciences, University of Groningen, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medical Sciences, University of Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031138348","display_name":"Raymond Veldhuis","orcid":"https://orcid.org/0000-0002-0381-5235"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R. N. J. Veldhuis","raw_affiliation_strings":["Department of Electrical Engineering, Computer Science and Mathematics, University of Twente, Drienerlolaan 5, 7522 NB, Enschede, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Computer Science and Mathematics, University of Twente, Drienerlolaan 5, 7522 NB, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070838971","display_name":"Geertruida H. de Bock","orcid":"https://orcid.org/0000-0003-3104-4471"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"G. H. de Bock","raw_affiliation_strings":["Department of Epidemiology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024082845","display_name":"Peter M. A. van Ooijen","orcid":"https://orcid.org/0000-0002-8995-1210"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P. M. A. van Ooijen","raw_affiliation_strings":["Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands. p.m.a.van.ooijen@umcg.nl","Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands. p.m.a.van.ooijen@umcg.nl","institution_ids":["https://openalex.org/I1334415907"]},{"raw_affiliation_string":"Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713GZ, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907","https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":0.8173,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.66727394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"35","issue":"2","first_page":"240","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9987999796867371,"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/T10844","display_name":"Radiation Dose and Imaging","score":0.9983000159263611,"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/contouring","display_name":"Contouring","score":0.7364485263824463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6345028281211853},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6186172962188721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6104902029037476},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5515430569648743},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5064488649368286},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4680960178375244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44751593470573425},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4438125193119049},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43190521001815796},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.37137818336486816},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20959162712097168}],"concepts":[{"id":"https://openalex.org/C2779104521","wikidata":"https://www.wikidata.org/wiki/Q23058469","display_name":"Contouring","level":2,"score":0.7364485263824463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6345028281211853},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6186172962188721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104902029037476},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5515430569648743},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5064488649368286},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4680960178375244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44751593470573425},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4438125193119049},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43190521001815796},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.37137818336486816},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20959162712097168},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058958","descriptor_name":"Organs at Risk","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058958","descriptor_name":"Organs at Risk","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058958","descriptor_name":"Organs at Risk","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1007/s10278-021-00573-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-021-00573-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00573-9.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:35083620","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35083620","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":"Journal of digital imaging","raw_type":null},{"id":"pmh:oai:pure.rug.nl:openaire/41148c40-40c5-4061-8665-e501015766ed","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/41148c40-40c5-4061-8665-e501015766ed","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van den Oever, L B, van Veldhuizen, W A, Cornelissen, L J, Spoor, D S, Willems, T P, Kramer, G, Stigter, T, Rook, M, Crijns, A P G, Oudkerk, M, Veldhuis, R N J, de Bock, G H & van Ooijen, P M A 2022, 'Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation : a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms', JOURNAL OF DIGITAL IMAGING, vol. 35, no. 2, pp. 240-247. https://doi.org/10.1007/s10278-021-00573-9","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:ris.utwente.nl:publications/9312301e-c40c-489a-a4cd-611442bf8d27","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/9312301e-c40c-489a-a4cd-611442bf8d27","pdf_url":"https://ris.utwente.nl/ws/files/276438311/Van_den_oever_2022_Qualitative_evaluation_of_common_qu.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"van den Oever, L B, van Veldhuizen, W A, Cornelissen, L J, Spoor, D S, Willems, T P, Kramer, G, Stigter, T, Rook, M, Crijns, A P G, Oudkerk, M, Veldhuis, R N J, de Bock, G H & van Ooijen, P M A 2022, 'Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation : a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms', Journal of Digital Imaging, vol. 35, no. 2, pp. 240-247. https://doi.org/10.1007/s10278-021-00573-9","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:8921356","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8921356","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},{"id":"pmh:oai:pure.rug.nl:publications/41148c40-40c5-4061-8665-e501015766ed","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/41148c40-40c5-4061-8665-e501015766ed","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"van den Oever, L B, van Veldhuizen, W A, Cornelissen, L J, Spoor, D S, Willems, T P, Kramer, G, Stigter, T, Rook, M, Crijns, A P G, Oudkerk, M, Veldhuis, R N J, de Bock, G H & van Ooijen, P M A 2022, 'Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation : a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms', JOURNAL OF DIGITAL IMAGING, vol. 35, no. 2, pp. 240-247. https://doi.org/10.1007/s10278-021-00573-9","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s10278-021-00573-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-021-00573-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-021-00573-9.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G7144905262","display_name":null,"funder_award_id":"PSA SA BD 01","funder_id":"https://openalex.org/F4320320934","funder_display_name":"Koninklijke Nederlandse Akademie van Wetenschappen"}],"funders":[{"id":"https://openalex.org/F4320320934","display_name":"Koninklijke Nederlandse Akademie van Wetenschappen","ror":"https://ror.org/043c0p156"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210716128.pdf","grobid_xml":"https://content.openalex.org/works/W4210716128.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2574924994","https://openalex.org/W2769042349","https://openalex.org/W2773960327","https://openalex.org/W2890012362","https://openalex.org/W2902154261","https://openalex.org/W2913431714","https://openalex.org/W2976398475","https://openalex.org/W3009563704","https://openalex.org/W3033712027","https://openalex.org/W3080245372","https://openalex.org/W3101612813"],"related_works":["https://openalex.org/W2028761375","https://openalex.org/W2915337797","https://openalex.org/W2360204191","https://openalex.org/W2968335000","https://openalex.org/W2044363672","https://openalex.org/W2073091389","https://openalex.org/W2045558343","https://openalex.org/W4315646535","https://openalex.org/W1968493577","https://openalex.org/W4323255493"],"abstract_inverted_index":{"Organs-at-risk":[0],"contouring":[1],"is":[2,52,222],"time":[3],"consuming":[4],"and":[5,19,44,81,129,159,168,214],"labour":[6],"intensive.":[7],"Automation":[8],"by":[9,199],"deep":[10,32,84],"learning":[11,33,85],"algorithms":[12,34],"would":[13,123],"decrease":[14],"the":[15,23,29,36,91,94,103,107,127,138,148,152,165,175,200,240],"workload":[16],"of":[17,25,31,38,69,93,98,140,164,242],"radiotherapists":[18],"technicians":[20],"considerably.":[21],"However,":[22],"variety":[24],"metrics":[26,57,169,228,244],"used":[27,88],"for":[28,79,231],"evaluation":[30,51,143,167,218],"make":[35],"results":[37],"many":[39],"papers":[40],"difficult":[41,223],"to":[42,58,89,112,224,238,245],"interpret":[43],"compare.":[45],"In":[46],"this":[47,141],"paper,":[48],"a":[49,171,178,186],"qualitative":[50,142,166],"done":[53],"on":[54],"five":[55],"established":[56],"assess":[59],"whether":[60,121],"their":[61],"values":[62],"correlate":[63],"with":[64,73,106,147,177,203],"clinical":[65,248],"usability.":[66],"A":[67,83,96],"total":[68,97],"377":[70],"CT":[71,100],"volumes":[72],"heart":[74],"delineations":[75],"were":[76,110,132,144,197,209],"randomly":[77],"selected":[78],"training":[80],"evaluation.":[82],"algorithm":[86],"was":[87],"predict":[90],"contours":[92,109],"heart.":[95],"101":[99],"slices":[101,176,196],"from":[102],"validation":[104],"set":[105],"predicted":[108],"shown":[111],"three":[113],"experienced":[114],"radiologists.":[115],"They":[116],"examined":[117],"each":[118,136],"slice":[119],"independently":[120],"they":[122],"accept":[124],"or":[125,185,206],"adjust":[126],"prediction":[128],"if":[130],"there":[131],"(small)":[133],"mistakes.":[134],"For":[135],"slice,":[137],"scores":[139],"then":[145],"compared":[146],"S\u00f8rensen-Dice":[149],"coefficient":[150],"(DC),":[151],"Hausdorff":[153],"distance":[154],"(HD),":[155],"pixel-wise":[156],"accuracy,":[157],"sensitivity":[158],"precision.":[160],"The":[161],"statistical":[162],"analysis":[163],"showed":[170],"significant":[172],"correlation.":[173],"Of":[174],"DC":[179,205],"over":[180],"0.96":[181],"(N":[182,192],"=":[183,193],"20)":[184],"95%":[187],"HD":[188,208],"under":[189],"5":[190],"voxels":[191],"25),":[194],"no":[195],"rejected":[198,213],"readers.":[201],"Contours":[202],"lower":[204],"higher":[207],"seen":[210],"in":[211,233],"both":[212],"accepted":[215],"contours.":[216],"Qualitative":[217],"shows":[219],"that":[220],"it":[221],"use":[225,232],"common":[226],"quantification":[227],"as":[229],"indicator":[230],"clinic.":[234],"We":[235],"might":[236],"need":[237],"change":[239],"reporting":[241],"quantitative":[243],"better":[246],"reflect":[247],"acceptance.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
