{"id":"https://openalex.org/W4410981940","doi":"https://doi.org/10.1007/s42044-025-00281-5","title":"A novel integration of simple framework for contrastive learning of visual representations and data-efficient image transformer for diabetic macular edema diagnosis","display_name":"A novel integration of simple framework for contrastive learning of visual representations and data-efficient image transformer for diabetic macular edema diagnosis","publication_year":2025,"publication_date":"2025-06-03","ids":{"openalex":"https://openalex.org/W4410981940","doi":"https://doi.org/10.1007/s42044-025-00281-5"},"language":"en","primary_location":{"id":"doi:10.1007/s42044-025-00281-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42044-025-00281-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210220078","display_name":"Iran Journal of Computer Science","issn_l":"2520-8438","issn":["2520-8438","2520-8446"],"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":"Iran Journal of Computer Science","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/A5101497944","display_name":"Vishal Kumar Sharma","orcid":"https://orcid.org/0000-0001-8590-2940"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vishal Sharma","raw_affiliation_strings":["Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008182555","display_name":"Rishu","orcid":null},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rishu","raw_affiliation_strings":["Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024147005","display_name":"Vinay Kukreja","orcid":"https://orcid.org/0000-0002-9760-0824"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Kukreja","raw_affiliation_strings":["Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081830710","display_name":"Ayush Dogra","orcid":"https://orcid.org/0000-0002-6093-7124"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ayush Dogra","raw_affiliation_strings":["Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007770585","display_name":"Ankit Bansal","orcid":"https://orcid.org/0000-0003-4261-9752"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Bansal","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101497944"],"corresponding_institution_ids":["https://openalex.org/I74319210"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.2109,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78943026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"8","issue":"4","first_page":"1615","last_page":"1645"},"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":0.9962999820709229,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9660999774932861,"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/diabetic-macular-edema","display_name":"Diabetic macular edema","score":0.5993942022323608},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5547804832458496},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.48911434412002563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4754074215888977},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4310181140899658},{"id":"https://openalex.org/keywords/edema","display_name":"Edema","score":0.4225265085697174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40460601449012756},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3349318206310272},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.22508558630943298},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.19455158710479736},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18784859776496887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07741466164588928}],"concepts":[{"id":"https://openalex.org/C2985127711","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic macular edema","level":4,"score":0.5993942022323608},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5547804832458496},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.48911434412002563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4754074215888977},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4310181140899658},{"id":"https://openalex.org/C2780886150","wikidata":"https://www.wikidata.org/wiki/Q152234","display_name":"Edema","level":2,"score":0.4225265085697174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40460601449012756},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3349318206310272},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.22508558630943298},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.19455158710479736},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18784859776496887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07741466164588928},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42044-025-00281-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42044-025-00281-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210220078","display_name":"Iran Journal of Computer Science","issn_l":"2520-8438","issn":["2520-8438","2520-8446"],"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":"Iran Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2896734945","https://openalex.org/W3006423879","https://openalex.org/W3007013807","https://openalex.org/W3026054640","https://openalex.org/W3036634134","https://openalex.org/W3104165962","https://openalex.org/W3106730533","https://openalex.org/W3174594608","https://openalex.org/W3187511521","https://openalex.org/W4213318544","https://openalex.org/W4223444370","https://openalex.org/W4288068542","https://openalex.org/W4289519728","https://openalex.org/W4296123081","https://openalex.org/W4317910642","https://openalex.org/W4377042993","https://openalex.org/W4379056369","https://openalex.org/W4386250512","https://openalex.org/W4386352627","https://openalex.org/W4386541468","https://openalex.org/W4388966388","https://openalex.org/W4395029807","https://openalex.org/W4396899928","https://openalex.org/W4399052775","https://openalex.org/W4399756479","https://openalex.org/W4399907844","https://openalex.org/W4401178894","https://openalex.org/W4401701118","https://openalex.org/W4401762175","https://openalex.org/W4401957908","https://openalex.org/W4402246273","https://openalex.org/W4406657461","https://openalex.org/W4407206977","https://openalex.org/W4408062856","https://openalex.org/W4409797536"],"related_works":["https://openalex.org/W2382521049","https://openalex.org/W1585007175","https://openalex.org/W2144385241","https://openalex.org/W4300101996","https://openalex.org/W2165950148","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W4403053866","https://openalex.org/W2142393343","https://openalex.org/W2338854850"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
