{"id":"https://openalex.org/W3168797876","doi":"https://doi.org/10.1007/978-3-030-77211-6_39","title":"Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features","display_name":"Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3168797876","doi":"https://doi.org/10.1007/978-3-030-77211-6_39","mag":"3168797876"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-77211-6_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77211-6_39","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062297483","display_name":"Himanshu K. Gajera","orcid":"https://orcid.org/0000-0001-6078-5928"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Himanshu K. Gajera","raw_affiliation_strings":["Department of Computer Engineering, Sardar Vallabhbhai National Institute of Technology, Surat, India"],"raw_orcid":"https://orcid.org/0000-0001-6078-5928","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064684010","display_name":"Mukesh A. Zaveri","orcid":"https://orcid.org/0000-0002-7125-6527"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mukesh A. Zaveri","raw_affiliation_strings":["Department of Computer Engineering, Sardar Vallabhbhai National Institute of Technology, Surat, India"],"raw_orcid":"https://orcid.org/0000-0002-7125-6527","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046512961","display_name":"Deepak Ranjan Nayak","orcid":"https://orcid.org/0000-0002-8929-5778"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Ranjan Nayak","raw_affiliation_strings":["Department of CSE, Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":"https://orcid.org/0000-0002-8929-5778","affiliations":[{"raw_affiliation_string":"Department of CSE, Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062297483"],"corresponding_institution_ids":["https://openalex.org/I42014448"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.1471,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95768068,"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":"349","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9952999949455261,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9399999976158142,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8002774119377136},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7425158023834229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.736278772354126},{"id":"https://openalex.org/keywords/unavailability","display_name":"Unavailability","score":0.7185665965080261},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6669142246246338},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5949415564537048},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.505879819393158},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.44616642594337463},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.43708401918411255},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.4257635474205017},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4247451722621918},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.424642413854599},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35364919900894165},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3285645842552185},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32645806670188904},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2665696144104004},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09688812494277954},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.09537887573242188},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07183179259300232}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8002774119377136},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7425158023834229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736278772354126},{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.7185665965080261},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6669142246246338},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5949415564537048},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.505879819393158},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.44616642594337463},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.43708401918411255},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.4257635474205017},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4247451722621918},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.424642413854599},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35364919900894165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3285645842552185},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32645806670188904},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2665696144104004},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09688812494277954},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.09537887573242188},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07183179259300232},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-77211-6_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77211-6_39","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6000000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2020900027","https://openalex.org/W2061253660","https://openalex.org/W2428965527","https://openalex.org/W2612445135","https://openalex.org/W2773297122","https://openalex.org/W2808402517","https://openalex.org/W2885904631","https://openalex.org/W2886930894","https://openalex.org/W2991770164","https://openalex.org/W3020368149","https://openalex.org/W3089739901","https://openalex.org/W3094171900"],"related_works":["https://openalex.org/W3099765033","https://openalex.org/W4312417841","https://openalex.org/W4283701629","https://openalex.org/W4285802257","https://openalex.org/W2766604260","https://openalex.org/W3012393889","https://openalex.org/W2606416966","https://openalex.org/W4220996320","https://openalex.org/W2767651786","https://openalex.org/W2996856019"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}