{"id":"https://openalex.org/W7166319789","doi":"https://doi.org/10.1007/978-3-032-30310-3_30","title":"AI-Powered Retinal Image Analysis for Automated Diabetic Retinopathy Grading","display_name":"AI-Powered Retinal Image Analysis for Automated Diabetic Retinopathy Grading","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166319789","doi":"https://doi.org/10.1007/978-3-032-30310-3_30"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-30310-3_30","doi":"https://doi.org/10.1007/978-3-032-30310-3_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-30310-3_30","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7166295833","display_name":"Innovative Computing and Communications"},"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Deepak Kumar Jain","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Deepak Kumar Jain","raw_affiliation_strings":["University of Texas, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas, Texas, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115947288","display_name":"Onkar Mayekar","orcid":"https://orcid.org/0009-0008-0402-2334","observed_orcids":["https://orcid.org/0009-0008-0402-2334"]},"institutions":[{"id":"https://openalex.org/I4210155268","display_name":"Salesforce (United States)","ror":"https://ror.org/057315g56","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Onkar Mayekar","raw_affiliation_strings":["Salesforce, San Francisco, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Salesforce, San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210155268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119524307","display_name":"Varun Bitkuri","orcid":"https://orcid.org/0009-0001-5878-8668","observed_orcids":["https://orcid.org/0009-0001-5878-8668"]},"institutions":[{"id":"https://openalex.org/I2800038579","display_name":"Stratford University","ror":"https://ror.org/00zbnzw74","country_code":"US","type":"education","lineage":["https://openalex.org/I2800038579"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Bitkuri","raw_affiliation_strings":["Stratford University, Baltimore, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stratford University, Baltimore, USA","institution_ids":["https://openalex.org/I2800038579"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119524305","display_name":"Sunil Jacob Enokkaren","orcid":"https://orcid.org/0009-0007-6326-7609","observed_orcids":["https://orcid.org/0009-0007-6326-7609"]},"institutions":[{"id":"https://openalex.org/I4210122755","display_name":"Automatic Data Processing (United States)","ror":"https://ror.org/0386abs67","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122755"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunil Jacob Enokkaren","raw_affiliation_strings":["Solution Architect, ADP, Roseland, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Solution Architect, ADP, Roseland, USA","institution_ids":["https://openalex.org/I4210122755"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119524306","display_name":"Avinash Attipalli","orcid":"https://orcid.org/0009-0003-3038-3778","observed_orcids":["https://orcid.org/0009-0003-3038-3778"]},"institutions":[{"id":"https://openalex.org/I154300980","display_name":"University of Bridgeport","ror":"https://ror.org/01rf3yp57","country_code":"US","type":"education","lineage":["https://openalex.org/I154300980"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Avinash Attipalli","raw_affiliation_strings":["Department of Computer Science, University of Bridgeport, Bridgeport, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bridgeport, Bridgeport, USA","institution_ids":["https://openalex.org/I154300980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119524310","display_name":"Jaya Vardhani Mamidala","orcid":"https://orcid.org/0009-0008-1578-3921","observed_orcids":["https://orcid.org/0009-0008-1578-3921"]},"institutions":[{"id":"https://openalex.org/I28324025","display_name":"University of Central Missouri","ror":"https://ror.org/02c63wv67","country_code":"US","type":"education","lineage":["https://openalex.org/I28324025"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaya Vardhani Mamidala","raw_affiliation_strings":["Department of Computer Science, University of Central Missouri, Warrensburg, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Central Missouri, Warrensburg, USA","institution_ids":["https://openalex.org/I28324025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"359"},"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":0.0,"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/T14384","display_name":"Ophthalmology and Visual Health Research","score":0.0,"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/diabetic-retinopathy","display_name":"diabetic retinopathy","score":0.949999988079071},{"id":"https://openalex.org/keywords/fundus-images","display_name":"fundus images","score":0.7429999709129333},{"id":"https://openalex.org/keywords/automated-screening","display_name":"automated screening","score":0.4659999907016754},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.6370000243186951},{"id":"https://openalex.org/keywords/parameter-efficient-neural-networks","display_name":"parameter-efficient neural networks","score":0.7379999756813049},{"id":"https://openalex.org/keywords/synthetic-data-generation","display_name":"synthetic data generation","score":0.8159999847412109},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.9980000257492065},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.6570000052452087},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.7860000133514404},{"id":"https://openalex.org/keywords/resnet","display_name":"ResNet","score":0.453000009059906},{"id":"https://openalex.org/keywords/ophthalmic-diagnosis","display_name":"ophthalmic diagnosis","score":0.5130000114440918}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8187999725341797},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.6708999872207642},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.5763000249862671},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.5435000061988831},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.47269999980926514},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.3643999993801117},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.36309999227523804},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C2776148792","wikidata":"https://www.wikidata.org/wiki/Q3041498","display_name":"Eye disease","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3124000132083893},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2612999975681305},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-30310-3_30","doi":"https://doi.org/10.1007/978-3-032-30310-3_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-30310-3_30","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9391000270843506,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2557738935","https://openalex.org/W4389537972","https://openalex.org/W4400694749","https://openalex.org/W4404238546","https://openalex.org/W4409174231","https://openalex.org/W4409975075","https://openalex.org/W4412699666","https://openalex.org/W4413844277","https://openalex.org/W4413902838"],"related_works":["https://openalex.org/W7196941587","https://openalex.org/W7125931951","https://openalex.org/W3024118039","https://openalex.org/W7162677142","https://openalex.org/W3039422455","https://openalex.org/W4378635644","https://openalex.org/W7140189782","https://openalex.org/W3201389909","https://openalex.org/W4401396402","https://openalex.org/W7101437789"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-06-28T00:00:00"}
