{"id":"https://openalex.org/W3130947650","doi":"https://doi.org/10.5220/0010235000310043","title":"Deep-Learning-based Segmentation of Organs-at-Risk in the Head for MR-assisted Radiation Therapy Planning","display_name":"Deep-Learning-based Segmentation of Organs-at-Risk in the Head for MR-assisted Radiation Therapy Planning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3130947650","doi":"https://doi.org/10.5220/0010235000310043","mag":"3130947650"},"language":"en","primary_location":{"id":"doi:10.5220/0010235000310043","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0010235000310043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.eur.nl/en/publications/2bfd0fcc-8c10-4ebe-83fe-187f84114ddf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019706167","display_name":"L\u00e1szl\u00f3 Rusk\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"L\u00e1szl\u00f3 Rusk\u00f3","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024347663","display_name":"Marta Capala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149908","display_name":"Erasmus MC Cancer Institute","ror":"https://ror.org/03r4m3349","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801952686","https://openalex.org/I4210149908"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marta Capala","raw_affiliation_strings":["Erasmus MC Cancer Institute, Department of Radiation Oncology, Rotterdam, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Erasmus MC Cancer Institute, Department of Radiation Oncology, Rotterdam, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I4210149908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064140925","display_name":"Vanda Czipczer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Vanda Czipczer","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045784670","display_name":"Bernadett Kolozsv\u00e1ri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Bernadett Kolozsv\u00e1ri","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030637617","display_name":"Borb\u00e1la De\u00e1k-Karancsi","orcid":"https://orcid.org/0009-0002-9453-0979"},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Borb\u00e1la De\u00e1k-Karancsi","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054194644","display_name":"Ren\u00e1ta Czab\u00e1ny","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren\u00e1ta Czab\u00e1ny","raw_affiliation_strings":["GE Healthcare, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Szeged, Hungary, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008531804","display_name":"Bence Gyalai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bence Gyalai","raw_affiliation_strings":["GE Healthcare, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Szeged, Hungary, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101628585","display_name":"Tao Tan","orcid":"https://orcid.org/0000-0001-5403-0887"},"institutions":[{"id":"https://openalex.org/I4210140324","display_name":"National Healthcare Service Center","ror":"https://ror.org/04jyp8093","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I4210140324"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tao Tan","raw_affiliation_strings":["GE Healthcare, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210140324"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002136396","display_name":"Zolt\u00e1n V\u00e9gv\u00e1ry","orcid":null},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zolt\u00e1n V\u00e9gv\u00e1ry","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019414836","display_name":"Em\u0151ke Borz\u00e1si","orcid":null},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Em\u0151ke Borzasi","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048664137","display_name":"Zs\u00f3fia Egy\u00fcd","orcid":null},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zs\u00f3fia Egy\u00fcd","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004129832","display_name":"Ren\u00e1ta K\u00f3sz\u00f3","orcid":"https://orcid.org/0000-0002-1958-7839"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Ren\u00e1ta K\u00f3sz\u00f3","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028761395","display_name":"Viktor Paczona","orcid":"https://orcid.org/0000-0002-2071-4348"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Viktor Paczona","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022303445","display_name":"Emese Fodor","orcid":"https://orcid.org/0009-0008-6961-6731"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Emese Fodor","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086173456","display_name":"Chad Bobb","orcid":"https://orcid.org/0000-0001-7230-6840"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chad Bobb","raw_affiliation_strings":["GE Healthcare, Milwaukee, U.S.A., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Milwaukee, U.S.A., --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083914075","display_name":"C. Cozzini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cristina Cozzini","raw_affiliation_strings":["GE Healthcare, Munich, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Munich, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038550648","display_name":"Sandeep Kaushik","orcid":"https://orcid.org/0000-0002-6517-9393"},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sandeep Kaushik","raw_affiliation_strings":["GE Healthcare, Munich, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Munich, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088390271","display_name":"Barbara Dar\u00e1zs","orcid":"https://orcid.org/0000-0002-0171-9485"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barbara Dar\u00e1zs","raw_affiliation_strings":["GE Healthcare, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Szeged, Hungary, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061905561","display_name":"Gerda M. Verduijn","orcid":"https://orcid.org/0000-0002-3513-6544"},"institutions":[{"id":"https://openalex.org/I4210149908","display_name":"Erasmus MC Cancer Institute","ror":"https://ror.org/03r4m3349","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801952686","https://openalex.org/I4210149908"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gerda Verduijn","raw_affiliation_strings":["Erasmus MC Cancer Institute, Department of Radiation Oncology, Rotterdam, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Erasmus MC Cancer Institute, Department of Radiation Oncology, Rotterdam, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I4210149908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078889804","display_name":"R. Pearson","orcid":"https://orcid.org/0000-0002-7822-5037"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rachel Pearson","raw_affiliation_strings":["Newcastle University, Northern Institute for Cancer Research, Newcastle, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Newcastle University, Northern Institute for Cancer Research, Newcastle, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113863481","display_name":"Ross J. Maxwell","orcid":null},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ross Maxwell","raw_affiliation_strings":["Newcastle University, Northern Institute for Cancer Research, Newcastle, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Newcastle University, Northern Institute for Cancer Research, Newcastle, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050510179","display_name":"H. McCallum","orcid":"https://orcid.org/0000-0001-5121-2335"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hazel Mccallum","raw_affiliation_strings":["Newcastle University, Northern Institute for Cancer Research, Newcastle, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Newcastle University, Northern Institute for Cancer Research, Newcastle, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050683782","display_name":"Juan A. Hern\u00e1ndez\u2010Tamames","orcid":null},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]},{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Juan Hernandez Tamames","raw_affiliation_strings":["Erasmus MC, Department of Radiology and Nuclear Medicine, Rotterdam, The Netherlands , --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Erasmus MC, Department of Radiology and Nuclear Medicine, Rotterdam, The Netherlands , --- Select a Country ---","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013995736","display_name":"Katalin Hid\u00e9ghety","orcid":"https://orcid.org/0000-0001-7080-2365"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Katalin Hidegh\u00e9ty","raw_affiliation_strings":["University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Szeged, Department of Oncotherapy, Szeged, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052912743","display_name":"Steven Petit","orcid":"https://orcid.org/0000-0001-9787-8239"},"institutions":[{"id":"https://openalex.org/I4210149908","display_name":"Erasmus MC Cancer Institute","ror":"https://ror.org/03r4m3349","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I2801952686","https://openalex.org/I4210149908"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Steven Petit","raw_affiliation_strings":["Erasmus MC Cancer Institute, Department of Radiation Oncology, Rotterdam, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Erasmus MC Cancer Institute, Department of Radiation Oncology, Rotterdam, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I4210149908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040747518","display_name":"Florian Wiesinger","orcid":"https://orcid.org/0000-0002-5597-6057"},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Wiesinger","raw_affiliation_strings":["GE Healthcare, Munich, Germany, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Munich, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I4210153902"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":26,"corresponding_author_ids":["https://openalex.org/A5019706167"],"corresponding_institution_ids":["https://openalex.org/I4210140324"],"apc_list":null,"apc_paid":null,"fwci":1.0892,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75186453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.9929999709129333,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9896000027656555,"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/segmentation","display_name":"Segmentation","score":0.6358519792556763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6081539392471313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5672456622123718},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.5276809334754944},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5120435357093811},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4452560544013977},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4194521903991699},{"id":"https://openalex.org/keywords/radiation-treatment-planning","display_name":"Radiation treatment planning","score":0.4182487726211548},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41386160254478455},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.35997167229652405},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.31189271807670593},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31067562103271484},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15793082118034363}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6358519792556763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6081539392471313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5672456622123718},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.5276809334754944},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5120435357093811},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4452560544013977},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4194521903991699},{"id":"https://openalex.org/C201645570","wikidata":"https://www.wikidata.org/wiki/Q830637","display_name":"Radiation treatment planning","level":3,"score":0.4182487726211548},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41386160254478455},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.35997167229652405},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.31189271807670593},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31067562103271484},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15793082118034363},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0010235000310043","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0010235000310043","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},{"id":"pmh:eur:oai:pure.eur.nl:publications/2bfd0fcc-8c10-4ebe-83fe-187f84114ddf","is_oa":true,"landing_page_url":"https://pure.eur.nl/en/publications/2bfd0fcc-8c10-4ebe-83fe-187f84114ddf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"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,"raw_source_name":"BIOIMAGING 2021 - 8th International Conference on Bioimaging; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, 31 - 43","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:eur:oai:pure.eur.nl:publications/2bfd0fcc-8c10-4ebe-83fe-187f84114ddf","is_oa":true,"landing_page_url":"https://pure.eur.nl/en/publications/2bfd0fcc-8c10-4ebe-83fe-187f84114ddf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"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,"raw_source_name":"BIOIMAGING 2021 - 8th International Conference on Bioimaging; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, 31 - 43","raw_type":"info:eu-repo/semantics/conferencepaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W3097502728","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W2113206756","https://openalex.org/W4383066092","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Segmentation":[0],"of":[1,40,55,71,83,92,116,125,169],"organs-at-risk":[2],"(OAR)":[3],"in":[4,26],"MR":[5,114],"images":[6],"has":[7],"several":[8],"clinical":[9,135],"applications;":[10],"including":[11],"radiation":[12,179],"therapy":[13],"(RT)":[14],"planning.":[15],"This":[16],"paper":[17],"presents":[18],"a":[19,62,75,100],"deep-learning-based":[20],"method":[21,32,161],"to":[22,38,47,65,80,87],"segment":[23,49],"15":[24],"structures":[25,142],"the":[27,41,50,53,56,67,72,81,84,89,93,117,123,152,159,170],"head":[28],"region.":[29,119],"The":[30,95,137,155,166],"proposed":[31,160],"first":[33],"applies":[34],"2D":[35,57],"U-Net":[36,77],"models":[37,58],"each":[39,126],"three":[42],"planes":[43],"(axial,":[44],"coronal,":[45],"sagittal)":[46],"roughly":[48],"structure.":[51,73,94],"Then,":[52],"results":[54],"are":[59],"combined":[60],"into":[61],"fused":[63],"prediction":[64],"localize":[66],"3D":[68,76],"bounding":[69,85],"box":[70,86],"Finally,":[74],"is":[78],"applied":[79],"volume":[82],"determine":[88],"precise":[90],"contour":[91,124],"model":[96],"was":[97,128,173],"trained":[98,132],"on":[99,105],"public":[101,107],"dataset":[102],"and":[103,108,146,149],"evaluated":[104],"both":[106],"private":[109],"datasets":[110],"that":[111,140],"contain":[112],"T2-weighted":[113],"scans":[115],"head-and-neck":[118],"For":[120],"all":[121],"cases":[122],"structure":[127],"defined":[129],"by":[130,133,158],"operators":[131],"expert":[134],"delineators.":[136],"evaluation":[138],"demonstrated":[139],"various":[141],"can":[143],"be":[144],"accurately":[145],"efficiently":[147],"localized":[148],"segmented":[150,171],"using":[151],"presented":[153],"framework.":[154],"contours":[156],"generated":[157],"were":[162],"also":[163],"qualitatively":[164],"evaluated.":[165],"majority":[167],"(92%)":[168],"OARs":[172],"rated":[174],"as":[175],"clinically":[176],"useful":[177],"for":[178],"therapy.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
