{"id":"https://openalex.org/W3203665428","doi":"https://doi.org/10.1007/978-3-030-88113-9_26","title":"Entropy Role on Patch-Based Binary Classification for Skin Melanoma","display_name":"Entropy Role on Patch-Based Binary Classification for Skin Melanoma","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3203665428","doi":"https://doi.org/10.1007/978-3-030-88113-9_26","mag":"3203665428"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-88113-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88113-9_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5024326126","display_name":"Guillaume Lachaud","orcid":"https://orcid.org/0000-0003-1638-5905"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Guillaume Lachaud","raw_affiliation_strings":["ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris, Issy les Moulineaux, France"],"raw_orcid":"https://orcid.org/0000-0003-1638-5905","affiliations":[{"raw_affiliation_string":"ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris, Issy les Moulineaux, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023283794","display_name":"Patricia Conde-C\u00e9spedes","orcid":"https://orcid.org/0000-0002-6208-3046"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patricia Conde-Cespedes","raw_affiliation_strings":["ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris, Issy les Moulineaux, France"],"raw_orcid":"https://orcid.org/0000-0002-6208-3046","affiliations":[{"raw_affiliation_string":"ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris, Issy les Moulineaux, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083440927","display_name":"Maria Trocan","orcid":"https://orcid.org/0000-0001-6241-0126"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maria Trocan","raw_affiliation_strings":["ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris, Issy les Moulineaux, France"],"raw_orcid":"https://orcid.org/0000-0001-6241-0126","affiliations":[{"raw_affiliation_string":"ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris, Issy les Moulineaux, France","institution_ids":["https://openalex.org/I122941322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024326126"],"corresponding_institution_ids":["https://openalex.org/I122941322"],"apc_list":null,"apc_paid":null,"fwci":1.0294,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83484474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"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":0.995199978351593,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9776999950408936,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.635228157043457},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5793922543525696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5735349655151367},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5576768517494202},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48414358496665955},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4799680709838867},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47353240847587585},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4351862072944641},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.43480321764945984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3562242388725281},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.14002269506454468},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11524620652198792},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10638576745986938},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09978663921356201}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.635228157043457},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5793922543525696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5735349655151367},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5576768517494202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48414358496665955},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4799680709838867},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47353240847587585},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4351862072944641},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.43480321764945984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3562242388725281},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.14002269506454468},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11524620652198792},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10638576745986938},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09978663921356201},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-88113-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88113-9_26","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03672332v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03672332","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":"Advances in Computational Collective Intelligence, 1463, Springer International Publishing, pp.324-333, 2021, Communications in Computer and Information Science, ⟨10.1007/978-3-030-88113-9_26⟩","raw_type":"Book sections"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W202303397","https://openalex.org/W1533861849","https://openalex.org/W1979546591","https://openalex.org/W1986643265","https://openalex.org/W1995875735","https://openalex.org/W2114740909","https://openalex.org/W2126174118","https://openalex.org/W2194775991","https://openalex.org/W2302302587","https://openalex.org/W2346705140","https://openalex.org/W2581082771","https://openalex.org/W2752517284","https://openalex.org/W2787759290","https://openalex.org/W2794825826","https://openalex.org/W2903119292","https://openalex.org/W2908003482","https://openalex.org/W2943964494","https://openalex.org/W2944016032","https://openalex.org/W2964121744","https://openalex.org/W2995601881","https://openalex.org/W3009596416","https://openalex.org/W3011885901","https://openalex.org/W3101294892","https://openalex.org/W3102785203","https://openalex.org/W3107013001","https://openalex.org/W3119005666","https://openalex.org/W3119045898","https://openalex.org/W3121732873"],"related_works":["https://openalex.org/W2592236122","https://openalex.org/W3185137224","https://openalex.org/W3040791291","https://openalex.org/W3202613528","https://openalex.org/W3040904734","https://openalex.org/W3191247405","https://openalex.org/W2922510944","https://openalex.org/W3194017912","https://openalex.org/W4313280066","https://openalex.org/W3210322085"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}