{"id":"https://openalex.org/W4408861969","doi":"https://doi.org/10.1109/icce63647.2025.10929946","title":"DR Classification for Consumer Electronics Based Smart Healthcare","display_name":"DR Classification for Consumer Electronics Based Smart Healthcare","publication_year":2025,"publication_date":"2025-01-11","ids":{"openalex":"https://openalex.org/W4408861969","doi":"https://doi.org/10.1109/icce63647.2025.10929946"},"language":"en","primary_location":{"id":"doi:10.1109/icce63647.2025.10929946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10929946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","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/A5028674361","display_name":"Pavan Paikrao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089305","display_name":"Dr. D. Y. Patil Medical College, Hospital and Research Centre","ror":"https://ror.org/0088h4061","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210089305"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pavan Paikrao","raw_affiliation_strings":["Dr. D.Y.Patil Institute of Technology,Electronics And Telecommunication Engineering Department,Pimpri Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr. D.Y.Patil Institute of Technology,Electronics And Telecommunication Engineering Department,Pimpri Pune,India","institution_ids":["https://openalex.org/I4210089305"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073562723","display_name":"Rajiv Kumar Mishra","orcid":"https://orcid.org/0000-0002-4322-3349"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajiv Kumar Mishra","raw_affiliation_strings":["NIT Rourkela,Department of Electrical Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NIT Rourkela,Department of Electrical Engineering,India","institution_ids":["https://openalex.org/I16292982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116806304","display_name":"Melos Prokysek","orcid":null},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Melos Prokysek","raw_affiliation_strings":["University of South Bohemia,Department of Computer Science,Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Bohemia,Department of Computer Science,Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053400696","display_name":"Amrit Mukherjee","orcid":"https://orcid.org/0000-0002-6714-5568"},"institutions":[{"id":"https://openalex.org/I3124161356","display_name":"University of South Bohemia in \u010cesk\u00e9 Bud\u011bjovice","ror":"https://ror.org/033n3pw66","country_code":"CZ","type":"education","lineage":["https://openalex.org/I3124161356"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Amrit Mukherjee","raw_affiliation_strings":["University of South Bohemia,Department of Computer Science,Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Bohemia,Department of Computer Science,Czech Republic","institution_ids":["https://openalex.org/I3124161356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007916358","display_name":"Jatin Kumar Pradhan","orcid":"https://orcid.org/0000-0002-1358-7491"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jatin Kumar Pradhan","raw_affiliation_strings":["NIT Rourkela,Department of Electrical Engineering,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NIT Rourkela,Department of Electrical Engineering,India","institution_ids":["https://openalex.org/I16292982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087719455","display_name":"D. G. Bhalke","orcid":"https://orcid.org/0000-0002-8453-7280"},"institutions":[{"id":"https://openalex.org/I4210089305","display_name":"Dr. D. Y. Patil Medical College, Hospital and Research Centre","ror":"https://ror.org/0088h4061","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210089305"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. G. Bhalke","raw_affiliation_strings":["Dr. D.Y.Patil Institute of Technology,Electronics And Telecommunication Engineering Department,Pimpri Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr. D.Y.Patil Institute of Technology,Electronics And Telecommunication Engineering Department,Pimpri Pune,India","institution_ids":["https://openalex.org/I4210089305"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115894349","display_name":"Lalit Kumar Wadhwa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089305","display_name":"Dr. D. Y. Patil Medical College, Hospital and Research Centre","ror":"https://ror.org/0088h4061","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210089305"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lalit Kumar Wadhwa","raw_affiliation_strings":["Dr. D.Y.Patil Institute of Technology,Electronics And Telecommunication Engineering Department,Pimpri Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr. D.Y.Patil Institute of Technology,Electronics And Telecommunication Engineering Department,Pimpri Pune,India","institution_ids":["https://openalex.org/I4210089305"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.4357,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97377809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14484","display_name":"Technology and Data Analysis","score":0.5508999824523926,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14484","display_name":"Technology and Data Analysis","score":0.5508999824523926,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.5062000155448914,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.6941945552825928},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5598005652427673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42684367299079895},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.243929922580719},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2305392622947693}],"concepts":[{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.6941945552825928},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5598005652427673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42684367299079895},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.243929922580719},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2305392622947693},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce63647.2025.10929946","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10929946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1996151979","https://openalex.org/W2078403184","https://openalex.org/W2241968940","https://openalex.org/W2548280836","https://openalex.org/W2607941059","https://openalex.org/W2611304093","https://openalex.org/W2625882437","https://openalex.org/W2892133319","https://openalex.org/W2906455801","https://openalex.org/W2980444207","https://openalex.org/W3007943565","https://openalex.org/W3034347188","https://openalex.org/W3045967759","https://openalex.org/W3084438349","https://openalex.org/W3113253886","https://openalex.org/W3154135352","https://openalex.org/W4291744147","https://openalex.org/W4310774142","https://openalex.org/W4324357630","https://openalex.org/W4386145090","https://openalex.org/W4394730920"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"automated":[4],"method":[5],"for":[6,43],"detecting":[7,64],"and":[8,17,24,65,79,112],"classifying":[9,66],"diabetic":[10],"retinopathy":[11],"(DR)":[12],"utilizing":[13],"ocular":[14],"image":[15,94],"analysis":[16],"deep":[18,32,50,90],"learning.":[19],"Due":[20],"to":[21,56,76,99],"the":[22],"time-consuming":[23],"intrusive":[25],"nature":[26],"of":[27,62],"traditional":[28],"DR":[29,67,82],"detection":[30,111],"techniques,":[31],"learning":[33,51,91],"algorithms":[34],"like":[35],"Convolutional":[36],"Neural":[37],"Networks":[38],"(CNNs)":[39],"are":[40],"being":[41],"investigated":[42],"more":[44],"efficient":[45],"solutions.":[46],"Leveraging":[47],"advancements":[48],"in":[49,81,103],"architectures,":[52],"this":[53,96],"research":[54],"aims":[55,98],"develop":[57],"a":[58],"robust":[59],"model":[60],"capable":[61],"accurately":[63],"severity":[68],"levels":[69],"from":[70],"retinal":[71],"images.":[72],"The":[73],"study":[74,97],"seeks":[75],"enhance":[77],"sensitivity":[78],"specificity":[80],"diagnosis":[83],"while":[84],"minimizing":[85],"manual":[86],"intervention.":[87],"By":[88],"integrating":[89],"with":[92],"eye":[93],"analysis,":[95],"advance":[100],"medical":[101],"diagnostics":[102],"ophthalmology,":[104],"potentially":[105],"improving":[106],"patient":[107],"outcomes":[108],"through":[109],"early":[110],"personalized":[113],"treatment":[114],"planning.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}