{"id":"https://openalex.org/W4406976471","doi":"https://doi.org/10.47392/irjash.2025.006","title":"Cancer Disease Identification and Recommendation Using Hybrid Deep Learning Algorithms","display_name":"Cancer Disease Identification and Recommendation Using Hybrid Deep Learning Algorithms","publication_year":2025,"publication_date":"2025-01-31","ids":{"openalex":"https://openalex.org/W4406976471","doi":"https://doi.org/10.47392/irjash.2025.006"},"language":"en","primary_location":{"id":"doi:10.47392/irjash.2025.006","doi":"https://doi.org/10.47392/irjash.2025.006","is_oa":true,"landing_page_url":"https://doi.org/10.47392/irjash.2025.006","pdf_url":"https://rspsciencehub.com/index.php/journal/article/download/880/736","source":{"id":"https://openalex.org/S4210204865","display_name":"International Research Journal on Advanced Science Hub","issn_l":"2582-4376","issn":["2582-4376"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Research Journal on Advanced Science Hub","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://rspsciencehub.com/index.php/journal/article/download/880/736","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041228464","display_name":"E. Loganathan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E Loganathan","raw_affiliation_strings":["Assistant professor, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant professor, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027074546","display_name":"P Naveenkumar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P Naveenkumar","raw_affiliation_strings":["UG Scholar, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UG Scholar, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"C Santhosh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C Santhosh","raw_affiliation_strings":["UG Scholar, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UG Scholar, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116083490","display_name":"P Shankareshwaran","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P Shankareshwaran","raw_affiliation_strings":["UG Scholar, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UG Scholar, Dept. of CSE, Erode Sengunthar Engg. college, Erode, Tamilnadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2487,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50424563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"7","issue":"01","first_page":"40","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9955999851226807,"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":0.9955999851226807,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0012000000569969416,"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"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0010999999940395355,"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/cancer-detection","display_name":"cancer detection","score":0.8230000138282776},{"id":"https://openalex.org/keywords/brain-tumors","display_name":"brain tumors","score":0.7390000224113464},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"skin cancer","score":1.0},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"lung cancer","score":1.0},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8100000023841858},{"id":"https://openalex.org/keywords/medical-image-segmentation","display_name":"medical image segmentation","score":0.765999972820282},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.890999972820282},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/cancer-classification","display_name":"cancer classification","score":0.8539999723434448},{"id":"https://openalex.org/keywords/medical-recommendation-system","display_name":"medical recommendation system","score":0.7279999852180481},{"id":"https://openalex.org/keywords/automated-diagnosis","display_name":"automated diagnosis","score":0.7039999961853027}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6286786198616028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.567918598651886},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5605514645576477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5539903044700623},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5181016325950623},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4661359190940857},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4316819906234741},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13430854678153992},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09740230441093445},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09337115287780762},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.47392/irjash.2025.006","doi":"https://doi.org/10.47392/irjash.2025.006","is_oa":true,"landing_page_url":"https://doi.org/10.47392/irjash.2025.006","pdf_url":"https://rspsciencehub.com/index.php/journal/article/download/880/736","source":{"id":"https://openalex.org/S4210204865","display_name":"International Research Journal on Advanced Science Hub","issn_l":"2582-4376","issn":["2582-4376"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Research Journal on Advanced Science Hub","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.47392/irjash.2025.006","doi":"https://doi.org/10.47392/irjash.2025.006","is_oa":true,"landing_page_url":"https://doi.org/10.47392/irjash.2025.006","pdf_url":"https://rspsciencehub.com/index.php/journal/article/download/880/736","source":{"id":"https://openalex.org/S4210204865","display_name":"International Research Journal on Advanced Science Hub","issn_l":"2582-4376","issn":["2582-4376"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Research Journal on Advanced Science Hub","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406976471.pdf","grobid_xml":"https://content.openalex.org/works/W4406976471.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W3048126454","https://openalex.org/W4285130930","https://openalex.org/W4312846141","https://openalex.org/W4318586178","https://openalex.org/W4389040816","https://openalex.org/W4403127185"],"related_works":["https://openalex.org/W7154454778","https://openalex.org/W4408986205","https://openalex.org/W4387671114","https://openalex.org/W4406131434","https://openalex.org/W4405916106","https://openalex.org/W4362712015","https://openalex.org/W4409700702","https://openalex.org/W4410841242","https://openalex.org/W4393202543","https://openalex.org/W7140038255"],"abstract_inverted_index":{"It":[0],"presents":[1],"an":[2],"automated":[3,156],"system":[4,26,51,129],"for":[5,32],"cancer":[6,33,66,107,148],"identification":[7],"and":[8,22,37,151,171],"classification":[9,99],"using":[10],"MATLAB,":[11],"focusing":[12],"on":[13,68,88],"three":[14],"types":[15,113],"of":[16,49,65,81,93,106,114],"cancer:":[17],"brain":[18,118],"tumour,":[19],"skin":[20,120],"cancer,":[21,115,121],"lung":[23,123],"cancer.":[24,124],"The":[25,47,98],"leverages":[27],"advanced":[28],"image":[29,38],"processing":[30],"techniques":[31],"detection,":[34],"feature":[35],"extraction,":[36],"segmentation":[39],"to":[40,61,77,146,158,168],"isolate":[41],"cancerous":[42,96],"regions":[43],"in":[44,139,162],"medical":[45,131],"images.":[46],"core":[48],"the":[50,63,69,79,82,85,89,94,104,128],"is":[52,59],"a":[53,154],"Convolutional":[54],"Neural":[55],"Network":[56],"(CNN),":[57],"which":[58],"trained":[60],"predict":[62],"presence":[64,105],"based":[67],"extracted":[70],"features.":[71],"Feature":[72],"selection":[73],"methods":[74],"are":[75],"applied":[76],"reduce":[78],"complexity":[80],"data,":[83],"ensuring":[84],"CNN":[86],"focuses":[87],"most":[90],"relevant":[91],"characteristics":[92],"suspected":[95],"regions.":[97],"output":[100],"not":[101],"only":[102],"confirms":[103],"but":[108],"also":[109],"distinguishes":[110],"between":[111],"different":[112],"such":[116],"as":[117],"tumours,":[119],"or":[122,141],"Upon":[125],"successful":[126],"classification,":[127],"provides":[130],"recommendations,":[132],"guiding":[133],"clinicians":[134],"toward":[135],"appropriate":[136],"next":[137],"steps":[138],"diagnosis":[140],"treatment.":[142],"This":[143],"project":[144],"aims":[145],"enhance":[147],"detection":[149],"accuracy":[150],"efficiency,":[152],"providing":[153],"non-invasive,":[155],"solution":[157],"assist":[159],"healthcare":[160],"professionals":[161],"making":[163],"informed":[164],"decisions,":[165],"potentially":[166],"leading":[167],"earlier":[169],"interventions":[170],"better":[172],"patient":[173],"care":[174],"outcomes.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-01-31T00:00:00"}