{"id":"https://openalex.org/W4402915883","doi":"https://doi.org/10.1109/icip51287.2024.10647307","title":"Towards Unifying Anatomy Segmentation: Automated Generation of a Full-Body CT Dataset","display_name":"Towards Unifying Anatomy Segmentation: Automated Generation of a Full-Body CT Dataset","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402915883","doi":"https://doi.org/10.1109/icip51287.2024.10647307"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","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":"https://openalex.org/A5051426025","display_name":"Alexander Jaus","orcid":"https://orcid.org/0000-0002-0669-0300"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alexander Jaus","raw_affiliation_strings":["Karlsruhe Institute of Technology,Karlsruhe,Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology,Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084474018","display_name":"Constantin Seibold","orcid":"https://orcid.org/0000-0001-6042-8437"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Constantin Seibold","raw_affiliation_strings":["University Medicine Essen,Essen,Germany"],"affiliations":[{"raw_affiliation_string":"University Medicine Essen,Essen,Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102237308","display_name":"Kelsey Hermann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kelsey Hermann","raw_affiliation_strings":["University Medicine Essen,Essen,Germany"],"affiliations":[{"raw_affiliation_string":"University Medicine Essen,Essen,Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014566684","display_name":"Negar Shahamiri","orcid":"https://orcid.org/0000-0001-8593-175X"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Negar Shahamiri","raw_affiliation_strings":["University Medicine Essen,Essen,Germany"],"affiliations":[{"raw_affiliation_string":"University Medicine Essen,Essen,Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080673900","display_name":"Alexandra Walter","orcid":"https://orcid.org/0000-0001-5044-0133"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexandra Walter","raw_affiliation_strings":["Karlsruhe Institute of Technology,Karlsruhe,Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology,Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083475352","display_name":"Kristina Giske","orcid":"https://orcid.org/0000-0001-7287-3271"},"institutions":[{"id":"https://openalex.org/I4210100820","display_name":"Heidelberger Institut f\u00fcr Radioonkologie","ror":"https://ror.org/015wgw417","country_code":"DE","type":"other","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210100820"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kristina Giske","raw_affiliation_strings":["Heidelberg Institute of Radiation Oncology,Heidelberg,Germany"],"affiliations":[{"raw_affiliation_string":"Heidelberg Institute of Radiation Oncology,Heidelberg,Germany","institution_ids":["https://openalex.org/I4210100820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031703705","display_name":"Johannes Haubold","orcid":"https://orcid.org/0000-0003-4843-5911"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Haubold","raw_affiliation_strings":["University Medicine Essen,Essen,Germany"],"affiliations":[{"raw_affiliation_string":"University Medicine Essen,Essen,Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017161970","display_name":"Jens Kleesiek","orcid":"https://orcid.org/0000-0001-8686-0682"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Kleesiek","raw_affiliation_strings":["University Medicine Essen,Essen,Germany"],"affiliations":[{"raw_affiliation_string":"University Medicine Essen,Essen,Germany","institution_ids":["https://openalex.org/I4210119759"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087051920","display_name":"Rainer Stiefelhagen","orcid":"https://orcid.org/0000-0001-8046-4945"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Stiefelhagen","raw_affiliation_strings":["Karlsruhe Institute of Technology,Karlsruhe,Germany"],"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology,Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5051426025"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":5.5841,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96463483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9944000244140625,"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/T10862","display_name":"AI in cancer detection","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9830999970436096,"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/computer-science","display_name":"Computer science","score":0.6483333110809326},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6319018006324768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5283238291740417},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5166264176368713},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5080103874206543},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.3819804787635803},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20097362995147705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6483333110809326},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6319018006324768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5283238291740417},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5166264176368713},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5080103874206543},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.3819804787635803},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20097362995147705}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320325698","display_name":"Helmholtz Association","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2068488684","https://openalex.org/W2083927153","https://openalex.org/W2129965408","https://openalex.org/W2464708700","https://openalex.org/W2647441033","https://openalex.org/W2915126261","https://openalex.org/W2916046462","https://openalex.org/W2962914239","https://openalex.org/W2967982146","https://openalex.org/W3008346277","https://openalex.org/W3014974815","https://openalex.org/W3035160371","https://openalex.org/W3039366696","https://openalex.org/W3087234158","https://openalex.org/W3112346810","https://openalex.org/W3112701542","https://openalex.org/W3113231417","https://openalex.org/W3155710154","https://openalex.org/W3172942063","https://openalex.org/W3183302989","https://openalex.org/W3201155976","https://openalex.org/W3214728181","https://openalex.org/W4206969539","https://openalex.org/W4221163766","https://openalex.org/W4283072464","https://openalex.org/W4283772197","https://openalex.org/W4300979672","https://openalex.org/W4313141979","https://openalex.org/W4324107535","https://openalex.org/W4386066564","https://openalex.org/W4386076613","https://openalex.org/W4388761131","https://openalex.org/W4390599430","https://openalex.org/W4390874575","https://openalex.org/W4390986076","https://openalex.org/W6759274242","https://openalex.org/W6781063151","https://openalex.org/W6839656003","https://openalex.org/W6851163314","https://openalex.org/W6853062567","https://openalex.org/W6902762063","https://openalex.org/W6910555300"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,31,78],"present":[4],"a":[5,14,33],"method":[6],"for":[7,43,70],"generating":[8],"automated":[9],"anatomy":[10,68,82],"segmentation":[11,69,83],"datasets":[12],"using":[13],"sequential":[15],"process":[16],"that":[17],"involves":[18],"nnU-Net-based":[19],"pseudo-labeling":[20],"and":[21,58],"anatomy-guided":[22],"pseudo-label":[23],"refinement.":[24],"By":[25],"combining":[26],"various":[27],"fragmented":[28],"knowledge":[29],"bases,":[30],"generate":[32],"dataset":[34,62],"of":[35,66,86],"whole-body":[36,67],"CT":[37,92],"scans":[38],"with":[39],"142":[40,88],"voxel-level":[41],"labels":[42],"533":[44],"volumes":[45],"providing":[46],"comprehensive":[47],"anatomical":[48,89],"coverage.":[49],"We":[50],"validate":[51],"its":[52],"usefulness":[53],"via":[54],"Human":[55],"expert":[56],"evaluation":[57],"medical":[59],"validity.":[60],"This":[61],"enables":[63],"the":[64,74],"analysis":[65],"cancer":[71],"patients.":[72],"Besides":[73],"DAP":[75],"Atlas":[76],"dataset,":[77],"release":[79],"our":[80],"trained":[81],"models":[84],"capable":[85],"predicting":[87],"structures":[90],"on":[91],"data.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
