{"id":"https://openalex.org/W4281675039","doi":"https://doi.org/10.1007/978-3-031-16434-7_32","title":"Unsupervised Nuclei Segmentation Using Spatial Organization Priors","display_name":"Unsupervised Nuclei Segmentation Using Spatial Organization Priors","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4281675039","doi":"https://doi.org/10.1007/978-3-031-16434-7_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16434-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16434-7_32","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-chapter"},"type":"book-chapter","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/A5011050903","display_name":"Lo\u00efc Le Bescond","orcid":null},"institutions":[{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Lo\u00efc Le Bescond","raw_affiliation_strings":["CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","Gustave Roussy Cancer Campus, 94800, Villejuif, France","Inria OPIS, 91190, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Gustave Roussy Cancer Campus, 94800, Villejuif, France","institution_ids":["https://openalex.org/I2801843802"]},{"raw_affiliation_string":"Inria OPIS, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066077932","display_name":"Marvin Lerousseau","orcid":"https://orcid.org/0000-0001-6421-708X"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marvin Lerousseau","raw_affiliation_strings":["CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","Inria OPIS, 91190, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Inria OPIS, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001789564","display_name":"Ingrid Garberis","orcid":"https://orcid.org/0000-0002-0501-8520"},"institutions":[{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ingrid Garberis","raw_affiliation_strings":["Gustave Roussy Cancer Campus, 94800, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"Gustave Roussy Cancer Campus, 94800, Villejuif, France","institution_ids":["https://openalex.org/I2801843802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001814176","display_name":"Fabrice Andr\u00e9","orcid":"https://orcid.org/0000-0001-5795-8357"},"institutions":[{"id":"https://openalex.org/I2801843802","display_name":"Institut Gustave Roussy","ror":"https://ror.org/0321g0743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2801843802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Andr\u00e9","raw_affiliation_strings":["Gustave Roussy Cancer Campus, 94800, Villejuif, France"],"affiliations":[{"raw_affiliation_string":"Gustave Roussy Cancer Campus, 94800, Villejuif, France","institution_ids":["https://openalex.org/I2801843802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064662363","display_name":"Stergios Christodoulidis","orcid":"https://orcid.org/0000-0002-8773-1070"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stergios Christodoulidis","raw_affiliation_strings":["CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109600607","display_name":"Maria Vakalopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maria Vakalopoulou","raw_affiliation_strings":["CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","Inria OPIS, 91190, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Inria OPIS, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002452272","display_name":"Hugues Talbot","orcid":"https://orcid.org/0000-0002-2179-3498"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hugues Talbot","raw_affiliation_strings":["CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","Inria OPIS, 91190, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec, Universit\u00e9 Paris-Saclay, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Inria OPIS, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011050903"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I2801843802","https://openalex.org/I4210107720"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0537,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88561776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6955305337905884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.675938606262207},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6659029722213745},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.647157609462738},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5584064722061157},{"id":"https://openalex.org/keywords/haematoxylin","display_name":"Haematoxylin","score":0.5402992963790894},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4209938049316406},{"id":"https://openalex.org/keywords/eosin","display_name":"Eosin","score":0.4161532521247864},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.41094788908958435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3213360607624054},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.23537451028823853},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.15982156991958618},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.14917030930519104},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09812620282173157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6955305337905884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.675938606262207},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6659029722213745},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.647157609462738},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5584064722061157},{"id":"https://openalex.org/C2776919888","wikidata":"https://www.wikidata.org/wiki/Q1146112","display_name":"Haematoxylin","level":3,"score":0.5402992963790894},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4209938049316406},{"id":"https://openalex.org/C2779751288","wikidata":"https://www.wikidata.org/wiki/Q422637","display_name":"Eosin","level":3,"score":0.4161532521247864},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.41094788908958435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3213360607624054},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.23537451028823853},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.15982156991958618},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.14917030930519104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09812620282173157}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16434-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16434-7_32","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-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2080457512","https://openalex.org/W2101676003","https://openalex.org/W2133059825","https://openalex.org/W2141690231","https://openalex.org/W2194459413","https://openalex.org/W2604440528","https://openalex.org/W2616930387","https://openalex.org/W2790813572","https://openalex.org/W2806530968","https://openalex.org/W2886219237","https://openalex.org/W2923705338","https://openalex.org/W2952481429","https://openalex.org/W2955737766","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2970971581","https://openalex.org/W2999611744","https://openalex.org/W3034457289","https://openalex.org/W3037731665","https://openalex.org/W3040784645","https://openalex.org/W3091692930","https://openalex.org/W3093261564","https://openalex.org/W3102751196","https://openalex.org/W3122345836","https://openalex.org/W3135547872","https://openalex.org/W3157835173","https://openalex.org/W3165215947","https://openalex.org/W3185935705","https://openalex.org/W3212704338","https://openalex.org/W4205086971","https://openalex.org/W6607539666"],"related_works":["https://openalex.org/W2131181628","https://openalex.org/W2255716463","https://openalex.org/W1998997336","https://openalex.org/W4391185882","https://openalex.org/W2807550074","https://openalex.org/W2207818480","https://openalex.org/W2203899862","https://openalex.org/W2597809763","https://openalex.org/W2598900099","https://openalex.org/W2056300413"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}