{"id":"https://openalex.org/W4409846125","doi":"https://doi.org/10.1007/978-3-031-86651-7_4","title":"Onset Prediction of\u00a0Center-Involved Diabetic Macular Edema on\u00a0Ultra-Widefield Fundus Images Using Finetuned ResNet with\u00a0Class Balanced Focal Loss","display_name":"Onset Prediction of\u00a0Center-Involved Diabetic Macular Edema on\u00a0Ultra-Widefield Fundus Images Using Finetuned ResNet with\u00a0Class Balanced Focal Loss","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409846125","doi":"https://doi.org/10.1007/978-3-031-86651-7_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-86651-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-86651-7_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5093646995","display_name":"Yasine Lehmiani","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Yasine Lehmiani","raw_affiliation_strings":["LIMIARF, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":"https://orcid.org/0009-0006-3145-367X","affiliations":[{"raw_affiliation_string":"LIMIARF, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117337527","display_name":"Ayoub Elkhouzari","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ayoub Elkhouzari","raw_affiliation_strings":["LIMIARF, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMIARF, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024242809","display_name":"Abdelhak Mahmoudi","orcid":"https://orcid.org/0000-0003-4141-0623"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhak Mahmoudi","raw_affiliation_strings":["Ecole Normale Sup\u00e9rieure, Mohammed V University in Rabat, Rabat, Morocco","LIMIARF, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-4141-0623","affiliations":[{"raw_affiliation_string":"Ecole Normale Sup\u00e9rieure, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]},{"raw_affiliation_string":"LIMIARF, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093646995"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17051342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"53"},"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":0.9970999956130981,"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":0.9968000054359436,"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":0.8383647203445435},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.714372992515564},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5866347551345825},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.48045915365219116},{"id":"https://openalex.org/keywords/diabetic-macular-edema","display_name":"Diabetic macular edema","score":0.4804527461528778},{"id":"https://openalex.org/keywords/center","display_name":"Center (category theory)","score":0.4367297291755676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4305878281593323},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33866533637046814},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.2577638030052185},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.19869646430015564},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.17155587673187256},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1154782772064209},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.057413697242736816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383647203445435},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.714372992515564},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5866347551345825},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.48045915365219116},{"id":"https://openalex.org/C2985127711","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic macular edema","level":4,"score":0.4804527461528778},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.4367297291755676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4305878281593323},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33866533637046814},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.2577638030052185},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.19869646430015564},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.17155587673187256},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1154782772064209},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.057413697242736816},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-86651-7_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-86651-7_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2809489644","https://openalex.org/W2896734945","https://openalex.org/W2963351448","https://openalex.org/W2963691377","https://openalex.org/W3104165962","https://openalex.org/W4280488276","https://openalex.org/W4385465914","https://openalex.org/W4388966388","https://openalex.org/W4396659327","https://openalex.org/W4401178894"],"related_works":["https://openalex.org/W2599472179","https://openalex.org/W4323057981","https://openalex.org/W2374520121","https://openalex.org/W3178607569","https://openalex.org/W4308408209","https://openalex.org/W4301783946","https://openalex.org/W3196952692","https://openalex.org/W4244912033","https://openalex.org/W2375626324","https://openalex.org/W965904725"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}