{"id":"https://openalex.org/W4406470713","doi":"https://doi.org/10.1007/978-3-031-77786-8_15","title":"Histopathology Image Embedding Based on\u00a0Foundation Models Features Aggregation for\u00a0DLBCL Patient Treatment Response Prediction","display_name":"Histopathology Image Embedding Based on\u00a0Foundation Models Features Aggregation for\u00a0DLBCL Patient Treatment Response Prediction","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406470713","doi":"https://doi.org/10.1007/978-3-031-77786-8_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-77786-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77786-8_15","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":"conference-paper","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/A5092658444","display_name":"Bilel Guetarni","orcid":"https://orcid.org/0009-0003-4340-6158"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'\u00e9lectronique de micro\u00e9lectronique et de nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I137614889","https://openalex.org/I2279609970","https://openalex.org/I3132279224","https://openalex.org/I4210095849","https://openalex.org/I4210123471","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I4210148734","display_name":"Unit\u00e9 \u00c9volution, \u00c9cologie et Pal\u00e9ontologie","ror":"https://ror.org/04y91dy23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210137101","https://openalex.org/I4210139971","https://openalex.org/I4210148734"]},{"id":"https://openalex.org/I70348806","display_name":"Universit\u00e9 Polytechnique Hauts-de-France","ror":"https://ror.org/02ezch769","country_code":"FR","type":"education","lineage":["https://openalex.org/I70348806"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Bilel Guetarni","raw_affiliation_strings":["Centrale Lille, Villeneuve-d\u2019Ascq, France","Junia, Lille, France","UMR 8520, CNRS, Villeneuve-d\u2019Ascq, France","Univerity of Polytechnique Hauts-de-France, Lille, France","University of Lille, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centrale Lille, Villeneuve-d\u2019Ascq, France","institution_ids":["https://openalex.org/I7454413"]},{"raw_affiliation_string":"Junia, Lille, France","institution_ids":[]},{"raw_affiliation_string":"UMR 8520, CNRS, Villeneuve-d\u2019Ascq, France","institution_ids":["https://openalex.org/I4210148734","https://openalex.org/I1294671590","https://openalex.org/I4210123471"]},{"raw_affiliation_string":"Univerity of Polytechnique Hauts-de-France, Lille, France","institution_ids":["https://openalex.org/I70348806"]},{"raw_affiliation_string":"University of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111335110","display_name":"F\u00e9ryal Windal","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210123471","display_name":"Institut d'\u00e9lectronique de micro\u00e9lectronique et de nanotechnologie","ror":"https://ror.org/02q4res37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I137614889","https://openalex.org/I2279609970","https://openalex.org/I3132279224","https://openalex.org/I4210095849","https://openalex.org/I4210123471","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806","https://openalex.org/I7454413"]},{"id":"https://openalex.org/I4210148734","display_name":"Unit\u00e9 \u00c9volution, \u00c9cologie et Pal\u00e9ontologie","ror":"https://ror.org/04y91dy23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210137101","https://openalex.org/I4210139971","https://openalex.org/I4210148734"]},{"id":"https://openalex.org/I70348806","display_name":"Universit\u00e9 Polytechnique Hauts-de-France","ror":"https://ror.org/02ezch769","country_code":"FR","type":"education","lineage":["https://openalex.org/I70348806"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Feryal Windal","raw_affiliation_strings":["Centrale Lille, Villeneuve-d\u2019Ascq, France","Junia, Lille, France","UMR 8520, CNRS, Villeneuve-d\u2019Ascq, France","Univerity of Polytechnique Hauts-de-France, Lille, France","University of Lille, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centrale Lille, Villeneuve-d\u2019Ascq, France","institution_ids":["https://openalex.org/I7454413"]},{"raw_affiliation_string":"Junia, Lille, France","institution_ids":[]},{"raw_affiliation_string":"UMR 8520, CNRS, Villeneuve-d\u2019Ascq, France","institution_ids":["https://openalex.org/I4210148734","https://openalex.org/I1294671590","https://openalex.org/I4210123471"]},{"raw_affiliation_string":"Univerity of Polytechnique Hauts-de-France, Lille, France","institution_ids":["https://openalex.org/I70348806"]},{"raw_affiliation_string":"University of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083824127","display_name":"Halim Benhabiles","orcid":"https://orcid.org/0000-0003-2950-5312"},"institutions":[{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Halim Benhabiles","raw_affiliation_strings":["Centre for Digital Systems, IMT Nord Europe, Institut Mines-T\u00e9l\u00e9com, Lille, France","University of Lille, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Digital Systems, IMT Nord Europe, Institut Mines-T\u00e9l\u00e9com, Lille, France","institution_ids":["https://openalex.org/I205703379"]},{"raw_affiliation_string":"University of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039581059","display_name":"Mahfoud Chaibi","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210090627","display_name":"Lille\u2019s Cardiology Hospital","ror":"https://ror.org/000z46s85","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406","https://openalex.org/I4210090627"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mahfoud Chaibi","raw_affiliation_strings":["Department of Pathology of the University Hospital of Lille, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology of the University Hospital of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210090627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111216706","display_name":"Romain Dubois","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210090627","display_name":"Lille\u2019s Cardiology Hospital","ror":"https://ror.org/000z46s85","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406","https://openalex.org/I4210090627"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Romain Dubois","raw_affiliation_strings":["Department of Pathology of the University Hospital of Lille, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology of the University Hospital of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210090627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045830986","display_name":"Emmanuelle Leteurtre","orcid":"https://orcid.org/0000-0002-2118-0704"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210090627","display_name":"Lille\u2019s Cardiology Hospital","ror":"https://ror.org/000z46s85","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406","https://openalex.org/I4210090627"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuelle Leteurtre","raw_affiliation_strings":["Department of Pathology of the University Hospital of Lille, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology of the University Hospital of Lille, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I4210090627"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037980867","display_name":"Dominique Collard","orcid":"https://orcid.org/0000-0003-3244-1436"},"institutions":[{"id":"https://openalex.org/I3132279224","display_name":"Institut Sup\u00e9rieur de l'\u00c9lectronique et du Num\u00e9rique","ror":"https://ror.org/017h2rd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I3132279224"]},{"id":"https://openalex.org/I4210088231","display_name":"Laboratory for Integrated Micro-Mechatronic Systems","ror":"https://ror.org/0059vr703","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210088231","https://openalex.org/I4210095849","https://openalex.org/I74801974"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["FR","JP"],"is_corresponding":false,"raw_author_name":"Dominique Collard","raw_affiliation_strings":["LIMMS/CNRS-IIS, IRL 2820, The University of Tokyo, Tokyo, Japan","Yncrea M\u00e9diterran\u00e9e, Yncrea Ouest, Junia, Toulon, Brest, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMMS/CNRS-IIS, IRL 2820, The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974","https://openalex.org/I4210088231"]},{"raw_affiliation_string":"Yncrea M\u00e9diterran\u00e9e, Yncrea Ouest, Junia, Toulon, Brest, Lille, France","institution_ids":["https://openalex.org/I3132279224"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5092658444"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970","https://openalex.org/I4210123471","https://openalex.org/I4210148734","https://openalex.org/I70348806","https://openalex.org/I7454413"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994000196456909,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9926000237464905,"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":0.7260439395904541},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.6924009323120117},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6180444955825806},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5483492016792297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5050275921821594},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45397260785102844},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38364696502685547},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.24432480335235596},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19968098402023315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260439395904541},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.6924009323120117},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6180444955825806},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5483492016792297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5050275921821594},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45397260785102844},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38364696502685547},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.24432480335235596},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19968098402023315},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-77786-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77786-8_15","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"},{"id":"pmh:oai:HAL:hal-04976190v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04976190","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lecture Notes in Computer Science, 2025, Lecture Notes in Computer Science, 15371 (Medical Optical Imaging and Virtual Microscopy Image Analysis. MOVI 2024), pp.150-159. &#x27E8;10.1007/978-3-031-77786-8_15&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1998275293","https://openalex.org/W2051650384","https://openalex.org/W2139836848","https://openalex.org/W2194775991","https://openalex.org/W2559431510","https://openalex.org/W2658794391","https://openalex.org/W3012224212","https://openalex.org/W3109772564","https://openalex.org/W3190230963","https://openalex.org/W3193968034","https://openalex.org/W4200450486","https://openalex.org/W4214611271","https://openalex.org/W4312468136","https://openalex.org/W4312765357","https://openalex.org/W4385285835","https://openalex.org/W4392947532","https://openalex.org/W4394572135","https://openalex.org/W4398201291","https://openalex.org/W4399206533"],"related_works":["https://openalex.org/W3039419443","https://openalex.org/W4386772532","https://openalex.org/W4393212117","https://openalex.org/W2115661411","https://openalex.org/W2399391471","https://openalex.org/W2400254106","https://openalex.org/W2970729894","https://openalex.org/W4381996710","https://openalex.org/W4294739205","https://openalex.org/W2312145515"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
