{"id":"https://openalex.org/W4391985204","doi":"https://doi.org/10.1007/978-981-99-7954-7_4","title":"Deep Learning Methods for Predicting Severity for Diabetic Retinopathy on Retinal Fundus Images","display_name":"Deep Learning Methods for Predicting Severity for Diabetic Retinopathy on Retinal Fundus Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391985204","doi":"https://doi.org/10.1007/978-981-99-7954-7_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-7954-7_4","doi":"https://doi.org/10.1007/978-981-99-7954-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7954-7_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4391974400","display_name":"Computational Intelligence in Machine Learning"},"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":"https://openalex.org/A5093967322","display_name":"Minakshee Chandankhede","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405262502","display_name":"G H Raisoni University","ror":"https://ror.org/03pqrrt27","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262502"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Minakshee Chandankhede","raw_affiliation_strings":["G H Raisoni University Amravati, Amravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"G H Raisoni University Amravati, Amravati, India","institution_ids":["https://openalex.org/I4405262502"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079797793","display_name":"Amol V. Zade","orcid":"https://orcid.org/0000-0001-9998-9047","observed_orcids":["https://orcid.org/0000-0001-9998-9047"]},"institutions":[{"id":"https://openalex.org/I4405262502","display_name":"G H Raisoni University","ror":"https://ror.org/03pqrrt27","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262502"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amol Zade","raw_affiliation_strings":["G H Raisoni University Amravati, Amravati, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"G H Raisoni University Amravati, Amravati, India","institution_ids":["https://openalex.org/I4405262502"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5093967322"],"corresponding_institution_ids":["https://openalex.org/I4405262502"],"apc_list":null,"apc_paid":null,"fwci":3.6443,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91418118,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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":1.0},{"id":"https://openalex.org/keywords/fundus-images","display_name":"fundus images","score":0.9089999794960022},{"id":"https://openalex.org/keywords/disease-severity-prediction","display_name":"disease severity prediction","score":0.9100000262260437},{"id":"https://openalex.org/keywords/automated-disease-detection","display_name":"automated disease detection","score":0.703000009059906},{"id":"https://openalex.org/keywords/retinal-vessels","display_name":"retinal vasculature","score":0.718999981880188},{"id":"https://openalex.org/keywords/blindness-prevention","display_name":"blindness prevention","score":0.6019999980926514},{"id":"https://openalex.org/keywords/ai-assisted-diagnosis","display_name":"AI-assisted diagnosis","score":0.734000027179718}],"concepts":[{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.831088662147522},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.7436587810516357},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.7295554876327515},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6355507373809814},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5895229578018188},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.4414961636066437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37766844034194946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32215914130210876},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.2334572970867157},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.026331931352615356}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-7954-7_4","doi":"https://doi.org/10.1007/978-981-99-7954-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7954-7_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8560000061988831,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3002425258","https://openalex.org/W3005643343","https://openalex.org/W3011335952","https://openalex.org/W3036918913","https://openalex.org/W3049483417","https://openalex.org/W3081111549","https://openalex.org/W3098558149","https://openalex.org/W3153073204","https://openalex.org/W3161567445","https://openalex.org/W3163079112","https://openalex.org/W3164440025","https://openalex.org/W3169803699","https://openalex.org/W3196475413","https://openalex.org/W3198060847","https://openalex.org/W3206483970","https://openalex.org/W3211833946","https://openalex.org/W4200248162","https://openalex.org/W4205714946"],"related_works":["https://openalex.org/W7203746257","https://openalex.org/W7155045894","https://openalex.org/W3175311671","https://openalex.org/W4392941628","https://openalex.org/W4214922663","https://openalex.org/W7203835713","https://openalex.org/W3011335952","https://openalex.org/W4285300500","https://openalex.org/W4405399790","https://openalex.org/W3126473349"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2024-02-21T00:00:00"}