{"id":"https://openalex.org/W4387639757","doi":"https://doi.org/10.1007/s11760-023-02796-5","title":"An early-stage diagnosis of diabetic retinopathy based on ensemble framework","display_name":"An early-stage diagnosis of diabetic retinopathy based on ensemble framework","publication_year":2023,"publication_date":"2023-10-14","ids":{"openalex":"https://openalex.org/W4387639757","doi":"https://doi.org/10.1007/s11760-023-02796-5"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-023-02796-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-023-02796-5","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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/A5068852138","display_name":"Anis-Ul-Islam Rafid","orcid":null},"institutions":[{"id":"https://openalex.org/I135564639","display_name":"Ahsanullah University of Science and Technology","ror":"https://ror.org/04wfbp123","country_code":"BD","type":"education","lineage":["https://openalex.org/I135564639"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Anis-Ul-Islam Rafid","raw_affiliation_strings":["Department of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I135564639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065216093","display_name":"S Sanjana","orcid":"https://orcid.org/0000-0002-7100-1225"},"institutions":[{"id":"https://openalex.org/I135564639","display_name":"Ahsanullah University of Science and Technology","ror":"https://ror.org/04wfbp123","country_code":"BD","type":"education","lineage":["https://openalex.org/I135564639"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Silvia Sanjana","raw_affiliation_strings":["Department of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Ahsanullah University of Science and Technology, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I135564639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009607134","display_name":"Muhaimin Bin Munir","orcid":"https://orcid.org/0000-0002-3884-3818"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhaimin Bin Munir","raw_affiliation_strings":["Department of Computer Science and Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052957711","display_name":"Nusrat Sharmin","orcid":"https://orcid.org/0000-0003-2856-3561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nusrat Sharmin","raw_affiliation_strings":["Department of Computer Science and Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068852138"],"corresponding_institution_ids":["https://openalex.org/I135564639"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.3109,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88796525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"735","last_page":"749"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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":1.0,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9958000183105469,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9790999889373779,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7140408754348755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7077024579048157},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.6778577566146851},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6556534767150879},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5926419496536255},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5299214720726013},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.4938250482082367},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.44167301058769226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4325481057167053},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4259302616119385},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38682520389556885},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.21461859345436096},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20329231023788452},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.14147219061851501},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11730188131332397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140408754348755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7077024579048157},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.6778577566146851},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6556534767150879},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5926419496536255},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5299214720726013},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.4938250482082367},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.44167301058769226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4325481057167053},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4259302616119385},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38682520389556885},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.21461859345436096},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20329231023788452},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.14147219061851501},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11730188131332397},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-023-02796-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-023-02796-5","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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":21,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2511422297","https://openalex.org/W2907743631","https://openalex.org/W2972246881","https://openalex.org/W2978135519","https://openalex.org/W2997408539","https://openalex.org/W3002256141","https://openalex.org/W3012037038","https://openalex.org/W3033442124","https://openalex.org/W3035941285","https://openalex.org/W3082598879","https://openalex.org/W3091199344","https://openalex.org/W3113253886","https://openalex.org/W3136354122","https://openalex.org/W3160710594","https://openalex.org/W3214586263","https://openalex.org/W4200620216","https://openalex.org/W4313313225","https://openalex.org/W6602415781","https://openalex.org/W6610707534"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4318719684","https://openalex.org/W4389724018","https://openalex.org/W2429379476","https://openalex.org/W2914354620","https://openalex.org/W4312433101","https://openalex.org/W3158472548","https://openalex.org/W2999368888"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}
