{"id":"https://openalex.org/W4388937018","doi":"https://doi.org/10.1109/icccnt56998.2023.10307818","title":"Self-Improved Beluga whale optimization algorithm based Optimal Trained Deep Maxout Model for Glaucoma Detection","display_name":"Self-Improved Beluga whale optimization algorithm based Optimal Trained Deep Maxout Model for Glaucoma Detection","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388937018","doi":"https://doi.org/10.1109/icccnt56998.2023.10307818"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307818","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5102559225","display_name":"Piyush Bhushan Singh","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Piyush Bhushan Singh","raw_affiliation_strings":["Amity University,Amity School of Engineering and Technology Lucknow,Department of Computer Science and Engineering,Uttar Pradesh,India","Department of Computer Science and Engineering, Amity School of Engineering and Technology Lucknow, Amity University, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Amity School of Engineering and Technology Lucknow,Department of Computer Science and Engineering,Uttar Pradesh,India","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology Lucknow, Amity University, Uttar Pradesh, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070924615","display_name":"Pawan Singh","orcid":"https://orcid.org/0000-0002-1342-9493"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pawan Singh","raw_affiliation_strings":["Amity University,Amity School of Engineering and Technology Lucknow,Department of Computer Science and Engineering,Uttar Pradesh,India","Department of Computer Science and Engineering, Amity School of Engineering and Technology Lucknow, Amity University, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Amity University,Amity School of Engineering and Technology Lucknow,Department of Computer Science and Engineering,Uttar Pradesh,India","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology Lucknow, Amity University, Uttar Pradesh, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082816561","display_name":"Harsh Dev","orcid":"https://orcid.org/0000-0003-0008-6329"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsh Dev","raw_affiliation_strings":["Pranveer Singh Institute of Technology,Department of Computer Science and Engineering,Kanpur,Uttar Pradesh,India","Department of Computer Science and Engineering, Pranveer Singh Institute of Technology, Kanpur, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Pranveer Singh Institute of Technology,Department of Computer Science and Engineering,Kanpur,Uttar Pradesh,India","institution_ids":["https://openalex.org/I94234084"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Pranveer Singh Institute of Technology, Kanpur, Uttar Pradesh, India","institution_ids":["https://openalex.org/I94234084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102559225"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2366,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61365249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9901999831199646,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/glaucoma","display_name":"Glaucoma","score":0.8396768569946289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7465632557868958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7182860970497131},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5875581502914429},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5835118293762207},{"id":"https://openalex.org/keywords/optic-disc","display_name":"Optic disc","score":0.5821948051452637},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5317676663398743},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.49933338165283203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48128122091293335},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4602149724960327},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4601045846939087},{"id":"https://openalex.org/keywords/optic-nerve","display_name":"Optic nerve","score":0.4259827435016632},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.21469515562057495},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14921170473098755}],"concepts":[{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.8396768569946289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7465632557868958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7182860970497131},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5875581502914429},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5835118293762207},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.5821948051452637},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5317676663398743},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.49933338165283203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48128122091293335},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4602149724960327},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4601045846939087},{"id":"https://openalex.org/C2780837183","wikidata":"https://www.wikidata.org/wiki/Q186029","display_name":"Optic nerve","level":2,"score":0.4259827435016632},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.21469515562057495},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14921170473098755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307818","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.699999988079071,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1804882088","https://openalex.org/W2474489285","https://openalex.org/W2804179870","https://openalex.org/W2908246293","https://openalex.org/W2980431239","https://openalex.org/W3080896538","https://openalex.org/W3120021191","https://openalex.org/W3131680944","https://openalex.org/W3149414979","https://openalex.org/W3157333877","https://openalex.org/W3159989092","https://openalex.org/W3173904880","https://openalex.org/W3176771957","https://openalex.org/W3184038019","https://openalex.org/W4281687867","https://openalex.org/W4308750663","https://openalex.org/W4315481755","https://openalex.org/W4372049017","https://openalex.org/W4380084166","https://openalex.org/W4385071385"],"related_works":["https://openalex.org/W2089257677","https://openalex.org/W4317926853","https://openalex.org/W2169255130","https://openalex.org/W2055877430","https://openalex.org/W2791439505","https://openalex.org/W994207203","https://openalex.org/W3131984632","https://openalex.org/W1993455246","https://openalex.org/W1998454107","https://openalex.org/W2534129789"],"abstract_inverted_index":{"Glaucoma":[0],"is":[1,7,61,181],"a":[2,8,55,174],"fast-growing":[3],"retinal":[4,108],"disease,":[5,43],"which":[6,24],"chronic":[9],"and":[10,59,100,149],"neurodegenerative":[11],"disease":[12],"that":[13,60,91],"affects":[14],"patients":[15],"progressively.":[16],"The":[17],"neuro-retinal":[18],"nerve":[19],"called":[20],"the":[21,26,29,32,64,76,87,104,107,117,121,124,131,136,157,166,184],"optic":[22,125],"nerve,":[23],"connects":[25],"eye":[27,33],"to":[28,35,46,75,85,120,165],"brain":[30],"damages":[31],"due":[34],"lack":[36],"of":[37,57,67,187],"proper":[38],"diagnosis.":[39],"To":[40],"diagnose":[41],"this":[42,82],"ophthalmologists":[44],"need":[45],"perform":[47],"various":[48],"tests.":[49],"However,":[50],"taking":[51],"more":[52],"tests":[53],"requires":[54],"lot":[56],"time":[58],"expensive.":[62],"Also,":[63],"early":[65],"stage":[66],"glaucoma":[68,88,101],"may":[69],"not":[70],"show":[71],"any":[72],"vision":[73],"loss":[74],"affected":[77],"people.":[78],"For":[79],"detecting":[80],"glaucoma,":[81],"paper":[83],"intends":[84],"propose":[86],"detection":[89,171],"model":[90],"follows":[92],"four":[93],"phases":[94],"including":[95],"preprocessing,":[96],"segmentation,":[97,122],"Feature":[98],"extraction,":[99],"detection.":[102],"In":[103],"Preprocessing":[105],"phase,":[106],"images":[109],"are":[110,154,163],"processed":[111],"by":[112,130,189],"median":[113],"filtering.":[114],"Subsequently,":[115,135],"subjecting":[116],"preprocessed":[118],"image":[119],"where":[123],"cup":[126],"will":[127],"be":[128],"segmented":[129,158],"improved":[132],"U-net":[133],"model.":[134],"features":[137,153,162],"such":[138],"as":[139],"cup-to-disc":[140],"ratio,":[141],"inferior":[142],"superior":[143],"nasal":[144],"temporal":[145],"features,":[146,148],"fractal":[147],"proposed":[150,182],"Local":[151],"Gabor":[152],"derived":[155],"from":[156],"image.":[159],"These":[160],"extracted":[161],"trained":[164],"optimized":[167],"DeepMaxout":[168],"classifier":[169],"for":[170,183],"purposes.":[172],"Finally,":[173],"novel":[175],"self-improved":[176],"Beluga":[177],"whale":[178],"optimization":[179],"algorithm":[180],"optimal":[185,192],"training":[186],"DMN":[188],"tuning":[190],"its":[191],"weights.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
