{"id":"https://openalex.org/W4402418822","doi":"https://doi.org/10.1007/s11042-024-19974-3","title":"Discrete ripplet-II transform feature extraction and metaheuristic-optimized feature selection for enhanced glaucoma detection in fundus images using least square-support vector machine","display_name":"Discrete ripplet-II transform feature extraction and metaheuristic-optimized feature selection for enhanced glaucoma detection in fundus images using least square-support vector machine","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4402418822","doi":"https://doi.org/10.1007/s11042-024-19974-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-19974-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-19974-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","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/A5101773623","display_name":"Santosh Kumar Sharma","orcid":"https://orcid.org/0000-0002-9912-9191"},"institutions":[{"id":"https://openalex.org/I3129960170","display_name":"Dr. C. V. Raman University","ror":"https://ror.org/00mc6bw20","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129960170"]},{"id":"https://openalex.org/I904090387","display_name":"Global University","ror":"https://ror.org/04frhb927","country_code":"LB","type":"education","lineage":["https://openalex.org/I904090387"]}],"countries":["IN","LB"],"is_corresponding":false,"raw_author_name":"Santosh Kumar Sharma","raw_affiliation_strings":["Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India","institution_ids":["https://openalex.org/I3129960170","https://openalex.org/I904090387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000679712","display_name":"Debendra Muduli","orcid":"https://orcid.org/0000-0002-5697-3659"},"institutions":[{"id":"https://openalex.org/I3129960170","display_name":"Dr. C. V. Raman University","ror":"https://ror.org/00mc6bw20","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129960170"]},{"id":"https://openalex.org/I904090387","display_name":"Global University","ror":"https://ror.org/04frhb927","country_code":"LB","type":"education","lineage":["https://openalex.org/I904090387"]}],"countries":["IN","LB"],"is_corresponding":true,"raw_author_name":"Debendra Muduli","raw_affiliation_strings":["Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India","institution_ids":["https://openalex.org/I3129960170","https://openalex.org/I904090387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086930763","display_name":"Adyasha Rath","orcid":"https://orcid.org/0000-0002-4079-1914"},"institutions":[{"id":"https://openalex.org/I3129960170","display_name":"Dr. C. V. Raman University","ror":"https://ror.org/00mc6bw20","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129960170"]},{"id":"https://openalex.org/I904090387","display_name":"Global University","ror":"https://ror.org/04frhb927","country_code":"LB","type":"education","lineage":["https://openalex.org/I904090387"]}],"countries":["IN","LB"],"is_corresponding":false,"raw_author_name":"Adyasha Rath","raw_affiliation_strings":["Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India","institution_ids":["https://openalex.org/I3129960170","https://openalex.org/I904090387"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sujata Dash","orcid":null},"institutions":[{"id":"https://openalex.org/I61198380","display_name":"Nagaland University","ror":"https://ror.org/05n97pt16","country_code":"IN","type":"education","lineage":["https://openalex.org/I61198380"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sujata Dash","raw_affiliation_strings":["Department of Information Technology, School of Engineering and Technology, Nagaland University, Dimapur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, School of Engineering and Technology, Nagaland University, Dimapur, India","institution_ids":["https://openalex.org/I61198380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034931207","display_name":"Ganapati Panda","orcid":"https://orcid.org/0000-0002-3555-5685"},"institutions":[{"id":"https://openalex.org/I3129960170","display_name":"Dr. C. V. Raman University","ror":"https://ror.org/00mc6bw20","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129960170"]},{"id":"https://openalex.org/I904090387","display_name":"Global University","ror":"https://ror.org/04frhb927","country_code":"LB","type":"education","lineage":["https://openalex.org/I904090387"]}],"countries":["IN","LB"],"is_corresponding":false,"raw_author_name":"Ganapati Panda","raw_affiliation_strings":["Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, C.V. Raman Global University, Odisha, India","institution_ids":["https://openalex.org/I3129960170","https://openalex.org/I904090387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033912893","display_name":"Achyut Shankar","orcid":"https://orcid.org/0000-0003-3165-3293"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]},{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]},{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]},{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]},{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["GB","IN"],"is_corresponding":false,"raw_author_name":"Achyut Shankar","raw_affiliation_strings":["Center of Research Impact and Outcome, Chitkara University, Rajpura, Punjab, India","Department of Computer Science & Engineering, Graphic Era Deemed to be University, Dehradun, Uttarakhand, 248002, India","Department of Cyber Systems Engineering, WMG, University of Warwick, Coventry, CV74AL, UK","School of Computer Science Engineering, Lovely Professional University, Phagwara, 144411, Punjab, India","University Centre for Research & Development, Chandigarh University, Mohali, Punjab, 140413, India"],"raw_orcid":"https://orcid.org/0000-0003-3165-3293","affiliations":[{"raw_affiliation_string":"Center of Research Impact and Outcome, Chitkara University, Rajpura, Punjab, India","institution_ids":["https://openalex.org/I74319210"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Graphic Era Deemed to be University, Dehradun, Uttarakhand, 248002, India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Department of Cyber Systems Engineering, WMG, University of Warwick, Coventry, CV74AL, UK","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"School of Computer Science Engineering, Lovely Professional University, Phagwara, 144411, Punjab, India","institution_ids":["https://openalex.org/I110360157"]},{"raw_affiliation_string":"University Centre for Research & Development, Chandigarh University, Mohali, Punjab, 140413, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012970088","display_name":"Dinesh C. Dobhal","orcid":"https://orcid.org/0000-0001-6049-0783"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dinesh Chandra Dobhal","raw_affiliation_strings":["Department of Computer Science & Engineering, Graphic Era Deemed to be University, Dehradun, Uttarakhand, 248002, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Graphic Era Deemed to be University, Dehradun, Uttarakhand, 248002, India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5000679712"],"corresponding_institution_ids":["https://openalex.org/I3129960170","https://openalex.org/I904090387"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":2.9429,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91701673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"84","issue":"23","first_page":"26447","last_page":"26479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9729999899864197,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8881745338439941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.661762535572052},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6399518251419067},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6165056824684143},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6137604713439941},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5061561465263367},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49097493290901184},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48758453130722046},{"id":"https://openalex.org/keywords/square","display_name":"Square (algebra)","score":0.45028549432754517},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.44688835740089417},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.4415316879749298},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.432420551776886},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4235492944717407},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4226863980293274},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4174143373966217},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.09733578562736511},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08406937122344971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8881745338439941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.661762535572052},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6399518251419067},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6165056824684143},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6137604713439941},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5061561465263367},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49097493290901184},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48758453130722046},{"id":"https://openalex.org/C135692309","wikidata":"https://www.wikidata.org/wiki/Q111124","display_name":"Square (algebra)","level":2,"score":0.45028549432754517},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.44688835740089417},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.4415316879749298},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.432420551776886},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4235492944717407},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4226863980293274},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4174143373966217},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.09733578562736511},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08406937122344971},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-19974-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-19974-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1485280399","https://openalex.org/W1596717185","https://openalex.org/W1921244095","https://openalex.org/W1971808213","https://openalex.org/W1974969377","https://openalex.org/W1986086122","https://openalex.org/W2004655061","https://openalex.org/W2066462711","https://openalex.org/W2072451313","https://openalex.org/W2096741933","https://openalex.org/W2114910241","https://openalex.org/W2115528090","https://openalex.org/W2143189496","https://openalex.org/W2154549868","https://openalex.org/W2161811007","https://openalex.org/W2187731819","https://openalex.org/W2204969442","https://openalex.org/W2330025265","https://openalex.org/W2538579510","https://openalex.org/W2583672578","https://openalex.org/W2673612352","https://openalex.org/W2770475823","https://openalex.org/W2779238497","https://openalex.org/W2791059692","https://openalex.org/W2804179870","https://openalex.org/W2965408167","https://openalex.org/W3016810854","https://openalex.org/W3091479204","https://openalex.org/W3149581466","https://openalex.org/W3152435479","https://openalex.org/W4200175812","https://openalex.org/W4212794193","https://openalex.org/W4280572946","https://openalex.org/W4283706967","https://openalex.org/W4312399698","https://openalex.org/W4319065851","https://openalex.org/W4320919595","https://openalex.org/W4327808499","https://openalex.org/W4366375475","https://openalex.org/W4372049038","https://openalex.org/W4376612294","https://openalex.org/W4378227582","https://openalex.org/W4379931722","https://openalex.org/W4385346231","https://openalex.org/W4385550376","https://openalex.org/W4386889652","https://openalex.org/W4391690451","https://openalex.org/W4391715761"],"related_works":["https://openalex.org/W3034955165","https://openalex.org/W2094920358","https://openalex.org/W2041448692","https://openalex.org/W2247121321","https://openalex.org/W2391926582","https://openalex.org/W2087391438","https://openalex.org/W1966831329","https://openalex.org/W2316074893","https://openalex.org/W2020188645","https://openalex.org/W2739923608"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}