{"id":"https://openalex.org/W4328127104","doi":"https://doi.org/10.1007/s11042-023-15135-0","title":"An automated diabetic retinopathy of severity grade classification using transfer learning and fine-tuning for fundus images","display_name":"An automated diabetic retinopathy of severity grade classification using transfer learning and fine-tuning for fundus images","publication_year":2023,"publication_date":"2023-03-21","ids":{"openalex":"https://openalex.org/W4328127104","doi":"https://doi.org/10.1007/s11042-023-15135-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-15135-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-15135-0","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/A5039353585","display_name":"Sachin Chavan","orcid":"https://orcid.org/0000-0002-8726-2235"},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sachin Chavan","raw_affiliation_strings":["SVKM\u2019S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India","SVKM'S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SVKM\u2019S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India","institution_ids":["https://openalex.org/I226983648"]},{"raw_affiliation_string":"SVKM'S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India","institution_ids":["https://openalex.org/I226983648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059599429","display_name":"Nitin S. Choubey","orcid":"https://orcid.org/0000-0002-7117-0555"},"institutions":[{"id":"https://openalex.org/I226983648","display_name":"Narsee Monjee Institute of Management Studies","ror":"https://ror.org/04qksbm30","country_code":"IN","type":"education","lineage":["https://openalex.org/I226983648"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nitin Choubey","raw_affiliation_strings":["SVKM\u2019S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India","SVKM'S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SVKM\u2019S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India","institution_ids":["https://openalex.org/I226983648"]},{"raw_affiliation_string":"SVKM'S NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India","institution_ids":["https://openalex.org/I226983648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039353585"],"corresponding_institution_ids":["https://openalex.org/I226983648"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":2.1885,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87558501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"82","issue":"24","first_page":"36859","last_page":"36884"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.991100013256073,"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.991100013256073,"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/computer-science","display_name":"Computer science","score":0.8546439409255981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7156928181648254},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6783881187438965},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6075487732887268},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5998021960258484},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5684932470321655},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5587387681007385},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5181609392166138},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49429917335510254},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.47466495633125305},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.42960137128829956},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.415188729763031},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.41014012694358826},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4049987196922302},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.1607418656349182},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12603354454040527},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1240723729133606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8546439409255981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7156928181648254},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6783881187438965},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6075487732887268},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5998021960258484},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5684932470321655},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5587387681007385},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5181609392166138},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49429917335510254},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.47466495633125305},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.42960137128829956},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.415188729763031},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.41014012694358826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4049987196922302},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.1607418656349182},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12603354454040527},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1240723729133606},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-15135-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-15135-0","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":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2072263135","https://openalex.org/W2097117768","https://openalex.org/W2159764117","https://openalex.org/W2295611414","https://openalex.org/W2460530547","https://openalex.org/W2611304093","https://openalex.org/W2613482391","https://openalex.org/W2625882437","https://openalex.org/W2791011305","https://openalex.org/W2793597870","https://openalex.org/W2805251526","https://openalex.org/W2806146218","https://openalex.org/W2884238566","https://openalex.org/W2898639891","https://openalex.org/W2903896358","https://openalex.org/W2906933145","https://openalex.org/W2907743631","https://openalex.org/W2908060971","https://openalex.org/W2919733445","https://openalex.org/W2922015385","https://openalex.org/W2970104829","https://openalex.org/W2978135519","https://openalex.org/W2982587553","https://openalex.org/W2986571423","https://openalex.org/W2996587664","https://openalex.org/W2998110586","https://openalex.org/W2999301272","https://openalex.org/W3008531067","https://openalex.org/W3010945169","https://openalex.org/W3011462389","https://openalex.org/W3012830234","https://openalex.org/W3025283958","https://openalex.org/W3041448559","https://openalex.org/W3045084177","https://openalex.org/W3048817311","https://openalex.org/W3093556941","https://openalex.org/W3094531841","https://openalex.org/W3154135352","https://openalex.org/W3164230720","https://openalex.org/W3165780717","https://openalex.org/W6811338798"],"related_works":["https://openalex.org/W4312200629","https://openalex.org/W4382286161","https://openalex.org/W3195938642","https://openalex.org/W4386213806","https://openalex.org/W2960456850","https://openalex.org/W4380837736","https://openalex.org/W4317565044","https://openalex.org/W4285153837","https://openalex.org/W3089025284","https://openalex.org/W4315836547"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
