{"id":"https://openalex.org/W4387413411","doi":"https://doi.org/10.1007/978-3-031-45350-2_6","title":"Non-redundant Combination of\u00a0Hand-Crafted and\u00a0Deep Learning Radiomics: Application to\u00a0the\u00a0Early Detection of\u00a0Pancreatic Cancer","display_name":"Non-redundant Combination of\u00a0Hand-Crafted and\u00a0Deep Learning Radiomics: Application to\u00a0the\u00a0Early Detection of\u00a0Pancreatic Cancer","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387413411","doi":"https://doi.org/10.1007/978-3-031-45350-2_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-45350-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45350-2_6","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-04185854/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069880128","display_name":"Rebeca V\u00e9til","orcid":null},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]},{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Rebeca V\u00e9til","raw_affiliation_strings":["Guerbet Research, Villepinte, France","LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guerbet Research, Villepinte, France","institution_ids":["https://openalex.org/I120615911"]},{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I12356871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003613438","display_name":"Cl\u00e9ment Abi-Nader","orcid":null},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Abi-Nader","raw_affiliation_strings":["Guerbet Research, Villepinte, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guerbet Research, Villepinte, France","institution_ids":["https://openalex.org/I120615911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030817992","display_name":"Alexandre B\u00f4ne","orcid":"https://orcid.org/0000-0003-4442-3876"},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre B\u00f4ne","raw_affiliation_strings":["Guerbet Research, Villepinte, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guerbet Research, Villepinte, France","institution_ids":["https://openalex.org/I120615911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084110348","display_name":"Marie\u2010Pierre Vullierme","orcid":"https://orcid.org/0000-0002-3667-8943"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210133838","display_name":"Centre Hospitalier Annecy Genevois","ror":"https://ror.org/03deam493","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210133838"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Pierre Vullierme","raw_affiliation_strings":["Department of Radiology, Hospital of Annecy-Genevois, Universit\u00e9 de Paris, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Hospital of Annecy-Genevois, Universit\u00e9 de Paris, Paris, France","institution_ids":["https://openalex.org/I4210133838","https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024644493","display_name":"Marc-Michel Roh\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I120615911","display_name":"Guerbet (France)","ror":"https://ror.org/0504sxa76","country_code":"FR","type":"company","lineage":["https://openalex.org/I120615911"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc-Michel Roh\u00e9","raw_affiliation_strings":["Guerbet Research, Villepinte, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guerbet Research, Villepinte, France","institution_ids":["https://openalex.org/I120615911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103276787","display_name":"Pietro Gori","orcid":"https://orcid.org/0000-0003-3456-8529"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pietro Gori","raw_affiliation_strings":["LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I12356871"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088407901","display_name":"Isabelle Bloch","orcid":"https://orcid.org/0000-0002-6984-1532"},"institutions":[{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"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/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Bloch","raw_affiliation_strings":["LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","Sorbonne Universit\u00e9, CNRS, LIP6, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, T\u00e9l\u00e9com Paris, Institut Polytechnique de Paris, Paris, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I12356871"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I204730241","https://openalex.org/I1294671590","https://openalex.org/I39804081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069880128"],"corresponding_institution_ids":["https://openalex.org/I120615911","https://openalex.org/I12356871","https://openalex.org/I4210165912"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0443,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88310543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"82"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10231","display_name":"Pancreatic and Hepatic Oncology Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7983722686767578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6555432081222534},{"id":"https://openalex.org/keywords/pancreatic-cancer","display_name":"Pancreatic cancer","score":0.6259201169013977},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.5666462182998657},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.541410505771637},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5110458135604858},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4945220649242401},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4365957975387573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34842145442962646},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.20579564571380615},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09745427966117859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7983722686767578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6555432081222534},{"id":"https://openalex.org/C2780210213","wikidata":"https://www.wikidata.org/wiki/Q212961","display_name":"Pancreatic cancer","level":3,"score":0.6259201169013977},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.5666462182998657},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.541410505771637},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5110458135604858},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4945220649242401},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4365957975387573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34842145442962646},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.20579564571380615},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09745427966117859},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-45350-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-45350-2_6","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-04185854v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04185854","pdf_url":"https://hal.science/hal-04185854/document","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":"CaPTion workshop (MICCAI), Oct 2023, Vancouver, Canada. pp.68-82, ⟨10.1007/978-3-031-45350-2_6⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04185854v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04185854","pdf_url":"https://hal.science/hal-04185854/document","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":"CaPTion workshop (MICCAI), Oct 2023, Vancouver, Canada. pp.68-82, ⟨10.1007/978-3-031-45350-2_6⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321663","display_name":"Association Nationale de la Recherche et de la Technologie","ror":"https://ror.org/00ht2ab73"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387413411.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1898227994","https://openalex.org/W1901129140","https://openalex.org/W2097475056","https://openalex.org/W2103004421","https://openalex.org/W2128739912","https://openalex.org/W2510224130","https://openalex.org/W2553191729","https://openalex.org/W2561981131","https://openalex.org/W2590915453","https://openalex.org/W2592929672","https://openalex.org/W2725008604","https://openalex.org/W2742672140","https://openalex.org/W2751538714","https://openalex.org/W2766436785","https://openalex.org/W2767128594","https://openalex.org/W2770008296","https://openalex.org/W2888519878","https://openalex.org/W2962823546","https://openalex.org/W2963515364","https://openalex.org/W2980306181","https://openalex.org/W3014974815","https://openalex.org/W3038994021","https://openalex.org/W3081639434","https://openalex.org/W3106266685","https://openalex.org/W3112701542","https://openalex.org/W4295940215"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W4385221818","https://openalex.org/W3030796519","https://openalex.org/W4383892348","https://openalex.org/W4390866092"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}