{"id":"https://openalex.org/W4286681611","doi":"https://doi.org/10.1007/978-3-031-11346-8_1","title":"Classification of\u00a0Brain Tumor MR Images Using Transfer Learning and\u00a0Machine Learning Models","display_name":"Classification of\u00a0Brain Tumor MR Images Using Transfer Learning and\u00a0Machine Learning Models","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4286681611","doi":"https://doi.org/10.1007/978-3-031-11346-8_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-11346-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-11346-8_1","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/A5037257210","display_name":"LillyMaheepa Pavuluri","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"LillyMaheepa Pavuluri","raw_affiliation_strings":["Department of ECE, National Institute of Technology Puducherry, Karaikal, 609609, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, National Institute of Technology Puducherry, Karaikal, 609609, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083080394","display_name":"Malaya Kumar Nath","orcid":"https://orcid.org/0000-0002-1959-6452"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malaya Kumar Nath","raw_affiliation_strings":["Department of ECE, National Institute of Technology Puducherry, Karaikal, 609609, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, National Institute of Technology Puducherry, Karaikal, 609609, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037257210"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0246,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85070612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9966999888420105,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8312312364578247},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7262567281723022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7135059237480164},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6440265774726868},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5161219835281372},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5080368518829346},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4911951720714569},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.47947320342063904},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4521302878856659},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4391579329967499},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4383632242679596},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4226756691932678},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.07245758175849915}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8312312364578247},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7262567281723022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7135059237480164},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6440265774726868},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5161219835281372},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5080368518829346},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4911951720714569},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.47947320342063904},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4521302878856659},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4391579329967499},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4383632242679596},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4226756691932678},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.07245758175849915},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-11346-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-11346-8_1","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2779494124","https://openalex.org/W2900530921","https://openalex.org/W2906302663","https://openalex.org/W2945839551","https://openalex.org/W2955805844","https://openalex.org/W2972838422","https://openalex.org/W3014047622","https://openalex.org/W3084741591","https://openalex.org/W6902002720"],"related_works":["https://openalex.org/W3192840557","https://openalex.org/W4312200629","https://openalex.org/W4382286161","https://openalex.org/W2336974148","https://openalex.org/W2345184372","https://openalex.org/W4386213806","https://openalex.org/W2960456850","https://openalex.org/W4317565044","https://openalex.org/W2946016983","https://openalex.org/W2546942002"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
