{"id":"https://openalex.org/W3162655585","doi":"https://doi.org/10.1007/978-3-030-87237-3_24","title":"Weakly Supervised Pan-Cancer Segmentation Tool","display_name":"Weakly Supervised Pan-Cancer Segmentation Tool","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3162655585","doi":"https://doi.org/10.1007/978-3-030-87237-3_24","mag":"3162655585"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-87237-3_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87237-3_24","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2105.04269","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066077932","display_name":"Marvin Lerousseau","orcid":"https://orcid.org/0000-0001-6421-708X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marvin Lerousseau","raw_affiliation_strings":["Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","Paris-Saclay University, CentraleSup\u00e9lec","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076472816","display_name":"Marion Classe","orcid":"https://orcid.org/0000-0002-0802-6585"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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":"Marion Classe","raw_affiliation_strings":["Gustave Roussy, Department of Laboratory Medicine and Pathology, Villejuif, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gustave Roussy, Department of Laboratory Medicine and Pathology, Villejuif, France","institution_ids":["https://openalex.org/I2801843802"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070081715","display_name":"Enzo Battistella","orcid":"https://orcid.org/0000-0001-7053-5666"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Enzo Battistella","raw_affiliation_strings":["Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","Paris-Saclay University, CentraleSup\u00e9lec"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069324105","display_name":"Th\u00e9o Estienne","orcid":"https://orcid.org/0000-0002-7569-5033"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Th\u00e9o Estienne","raw_affiliation_strings":["Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","Paris-Saclay University, CentraleSup\u00e9lec"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004838034","display_name":"Th\u00e9ophraste Henry","orcid":"https://orcid.org/0000-0003-0672-415X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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":"Th\u00e9ophraste Henry","raw_affiliation_strings":["Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030418561","display_name":"Amaury Leroy","orcid":"https://orcid.org/0000-0001-5726-4232"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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":"Amaury Leroy","raw_affiliation_strings":["Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","TheraPanacea, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"TheraPanacea, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100770577","display_name":"Roger Sun","orcid":"https://orcid.org/0000-0001-9866-6449"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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":"Roger Sun","raw_affiliation_strings":["Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106466395","display_name":"Maria Vakalopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maria Vakalopoulou","raw_affiliation_strings":["Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","Paris-Saclay University, CentraleSup\u00e9lec"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]},{"raw_affiliation_string":"Paris-Saclay University, CentraleSup\u00e9lec","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042575799","display_name":"Jean\u2010Yves Scoazec","orcid":"https://orcid.org/0000-0003-1604-6823"},"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":"Jean-Yves Scoazec","raw_affiliation_strings":["Gustave Roussy, Department of Laboratory Medicine and Pathology, Villejuif, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gustave Roussy, Department of Laboratory Medicine and Pathology, Villejuif, France","institution_ids":["https://openalex.org/I2801843802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014829112","display_name":"\u00c9ric Deutsch","orcid":"https://orcid.org/0000-0002-8223-3697"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/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":"Eric Deutsch","raw_affiliation_strings":["Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Saclay University, Gustave Roussy, Inserm, Molecular Radiotherapy and Novel Therapeutics, Villejuif, France","institution_ids":["https://openalex.org/I2801843802","https://openalex.org/I154526488","https://openalex.org/I277688954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077223134","display_name":"Nikos Paragios","orcid":"https://orcid.org/0000-0002-9668-4763"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikos Paragios","raw_affiliation_strings":["TheraPanacea, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TheraPanacea, Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.1046,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77945363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"256"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9983999729156494,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9950000047683716,"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/segmentation","display_name":"Segmentation","score":0.8190243244171143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7501705884933472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6719678640365601},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.6312336325645447},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6006311178207397},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5677695274353027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45680397748947144},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4417508542537689},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12225708365440369}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8190243244171143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7501705884933472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6719678640365601},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6312336325645447},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6006311178207397},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5677695274353027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45680397748947144},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4417508542537689},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12225708365440369},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-87237-3_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-87237-3_24","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:arXiv.org:2105.04269","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.04269","pdf_url":"https://arxiv.org/pdf/2105.04269","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:HAL:hal-03539272v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03539272","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":"Medical Image Computing and Computer Assisted Intervention, Sep 2021, Stansbroug, France. pp.248-256, &#x27E8;10.1007/978-3-030-87237-3_24&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2105.04269","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2105.04269","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"mag:3162655585","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2105.04269","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.04269","pdf_url":"https://arxiv.org/pdf/2105.04269","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W1994488211","https://openalex.org/W1995531130","https://openalex.org/W2108598243","https://openalex.org/W2110119381","https://openalex.org/W2125479168","https://openalex.org/W2149298154","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2302302587","https://openalex.org/W2329659234","https://openalex.org/W2592929672","https://openalex.org/W2609077090","https://openalex.org/W2760946358","https://openalex.org/W2785934082","https://openalex.org/W2804540468","https://openalex.org/W2804860796","https://openalex.org/W2805886241","https://openalex.org/W2897068067","https://openalex.org/W2940141831","https://openalex.org/W2947825023","https://openalex.org/W2956228567","https://openalex.org/W2964083058","https://openalex.org/W2970971581","https://openalex.org/W3046305306","https://openalex.org/W3092103057","https://openalex.org/W3093416812","https://openalex.org/W3100355572","https://openalex.org/W6756040250"],"related_works":["https://openalex.org/W3201928302","https://openalex.org/W3206354416","https://openalex.org/W3134006171","https://openalex.org/W3172949220","https://openalex.org/W3092293827","https://openalex.org/W3164729310","https://openalex.org/W3205171001","https://openalex.org/W3024705827","https://openalex.org/W3015270961","https://openalex.org/W3109141632","https://openalex.org/W3186493773","https://openalex.org/W1600847575","https://openalex.org/W3044957861","https://openalex.org/W3174365888","https://openalex.org/W3037260676","https://openalex.org/W3137531678","https://openalex.org/W2989484703","https://openalex.org/W3162614388","https://openalex.org/W3200982107","https://openalex.org/W3101188145"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
