{"id":"https://openalex.org/W3036395929","doi":"https://doi.org/10.1007/978-3-030-50420-5_45","title":"Detection of Tumoral Epithelial Lesions Using Hyperspectral Imaging and Deep Learning","display_name":"Detection of Tumoral Epithelial Lesions Using Hyperspectral Imaging and Deep Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036395929","doi":"https://doi.org/10.1007/978-3-030-50420-5_45","mag":"3036395929"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50420-5_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50420-5_45","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://www.ncbi.nlm.nih.gov/pmc/articles/7304037","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040272221","display_name":"Daniel Vitor de Lucena","orcid":null},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]},{"id":"https://openalex.org/I4210132153","display_name":"Instituto Federal de Goi\u00e1s","ror":"https://ror.org/03gq9pd80","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210132153"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Daniel Vitor de Lucena","raw_affiliation_strings":["Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancias e Tecnologia de Goi\u00e1s, Luzi\u00e2nia, Brazil","Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancias e Tecnologia de Goi\u00e1s, Luzi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I4210132153"]},{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038260547","display_name":"Anderson da Silva Soares","orcid":"https://orcid.org/0000-0002-2967-6077"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anderson da Silva Soares","raw_affiliation_strings":["Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica, Universidade Federal de Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040888425","display_name":"Clarimar Jos\u00e9 Coelho","orcid":"https://orcid.org/0000-0002-5163-2986"},"institutions":[{"id":"https://openalex.org/I43727914","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Goi\u00e1s","ror":"https://ror.org/02a7yfb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I43727914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Clarimar Jos\u00e9 Coelho","raw_affiliation_strings":["Escola de Inform\u00e1tica, Pontif\u00ed\u00adcia Universidade Cat\u00f3lica de Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Escola de Inform\u00e1tica, Pontif\u00ed\u00adcia Universidade Cat\u00f3lica de Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I43727914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012018575","display_name":"Isabela Jub\u00e9 Wastowski","orcid":"https://orcid.org/0000-0001-5441-4186"},"institutions":[{"id":"https://openalex.org/I3129565396","display_name":"Universidade Estadual de Goi\u00e1s","ror":"https://ror.org/03ta25k06","country_code":"BR","type":"education","lineage":["https://openalex.org/I3129565396"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Isabela Jub\u00e9 Wastowski","raw_affiliation_strings":["P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancias Aplicadas a produtos para Sa\u00fade, Universidade Estadual de Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"P\u00f3s-Gradua\u00e7\u00e3o em Ci\u00eancias Aplicadas a produtos para Sa\u00fade, Universidade Estadual de Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I3129565396"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080739504","display_name":"Arlindo Rodrigues Galv\u00e3o Filho","orcid":"https://orcid.org/0000-0003-2151-8039"},"institutions":[{"id":"https://openalex.org/I43727914","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Goi\u00e1s","ror":"https://ror.org/02a7yfb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I43727914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arlindo Rodrigues Galv\u00e3o Filho","raw_affiliation_strings":["Escola de Inform\u00e1tica, Pontif\u00ed\u00adcia Universidade Cat\u00f3lica de Goi\u00e1s, Goi\u00e2nia, Brazil"],"affiliations":[{"raw_affiliation_string":"Escola de Inform\u00e1tica, Pontif\u00ed\u00adcia Universidade Cat\u00f3lica de Goi\u00e1s, Goi\u00e2nia, Brazil","institution_ids":["https://openalex.org/I43727914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040272221"],"corresponding_institution_ids":["https://openalex.org/I4210132153","https://openalex.org/I68106152"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.3313,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94977169,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"599","last_page":"612"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.81175297498703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.616546094417572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5926147699356079},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49126046895980835},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.462016224861145},{"id":"https://openalex.org/keywords/human-skin","display_name":"Human skin","score":0.44384971261024475},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.4390987455844879},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4107890725135803},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3222522437572479},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18227821588516235},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13629812002182007},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08388835191726685}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.81175297498703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.616546094417572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5926147699356079},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49126046895980835},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.462016224861145},{"id":"https://openalex.org/C2777459323","wikidata":"https://www.wikidata.org/wiki/Q5259911","display_name":"Human skin","level":2,"score":0.44384971261024475},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.4390987455844879},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4107890725135803},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3222522437572479},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18227821588516235},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13629812002182007},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08388835191726685},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-50420-5_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50420-5_45","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:pubmedcentral.nih.gov:7304037","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7304037","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Science \u2013 ICCS 2020","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7304037","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7304037","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Science \u2013 ICCS 2020","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1521436688","https://openalex.org/W1532610010","https://openalex.org/W1565735270","https://openalex.org/W1569100913","https://openalex.org/W1655811069","https://openalex.org/W1843779453","https://openalex.org/W1877877047","https://openalex.org/W1969260924","https://openalex.org/W1975956815","https://openalex.org/W1982644157","https://openalex.org/W1988386267","https://openalex.org/W1996554297","https://openalex.org/W2018087656","https://openalex.org/W2028421166","https://openalex.org/W2029316659","https://openalex.org/W2031132062","https://openalex.org/W2036372871","https://openalex.org/W2040566123","https://openalex.org/W2044515481","https://openalex.org/W2046817177","https://openalex.org/W2053950384","https://openalex.org/W2054321482","https://openalex.org/W2055069115","https://openalex.org/W2056860473","https://openalex.org/W2060200379","https://openalex.org/W2066338618","https://openalex.org/W2066849157","https://openalex.org/W2073124504","https://openalex.org/W2083893771","https://openalex.org/W2087080155","https://openalex.org/W2090424610","https://openalex.org/W2104033477","https://openalex.org/W2110384282","https://openalex.org/W2112440119","https://openalex.org/W2116218347","https://openalex.org/W2161271315","https://openalex.org/W2170552969","https://openalex.org/W2243407769","https://openalex.org/W2500751094","https://openalex.org/W2572303978","https://openalex.org/W2587790406","https://openalex.org/W2625326743","https://openalex.org/W2682360066","https://openalex.org/W2901580175","https://openalex.org/W2963351448","https://openalex.org/W4233854142","https://openalex.org/W4240788429","https://openalex.org/W4247431615","https://openalex.org/W4248253651","https://openalex.org/W4289257726"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2404757046","https://openalex.org/W2044184146","https://openalex.org/W2070598848","https://openalex.org/W2019190440","https://openalex.org/W3034864990"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
