{"id":"https://openalex.org/W4399927994","doi":"https://doi.org/10.1007/s13748-024-00325-0","title":"Self-supervised approach for diabetic retinopathy severity detection using vision transformer","display_name":"Self-supervised approach for diabetic retinopathy severity detection using vision transformer","publication_year":2024,"publication_date":"2024-06-23","ids":{"openalex":"https://openalex.org/W4399927994","doi":"https://doi.org/10.1007/s13748-024-00325-0"},"language":"en","primary_location":{"id":"doi:10.1007/s13748-024-00325-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13748-024-00325-0","pdf_url":null,"source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in Artificial Intelligence","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/A5069011382","display_name":"Kriti Ohri","orcid":"https://orcid.org/0000-0002-6279-4147"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kriti Ohri","raw_affiliation_strings":["Department of CSE, National Institute of Technology Patna, Patna, Bihar, 800005, India","Department of CSE, Vallurupalli Nageswara Rao Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telengana, 500090, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, National Institute of Technology Patna, Patna, Bihar, 800005, India","institution_ids":["https://openalex.org/I11793825"]},{"raw_affiliation_string":"Department of CSE, Vallurupalli Nageswara Rao Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telengana, 500090, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618179","display_name":"Mukesh Kumar","orcid":"https://orcid.org/0000-0001-5668-3419"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mukesh Kumar","raw_affiliation_strings":["Department of CSE, National Institute of Technology Patna, Patna, Bihar, 800005, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, National Institute of Technology Patna, Patna, Bihar, 800005, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046540041","display_name":"Deepak Sukheja","orcid":"https://orcid.org/0000-0001-8809-5830"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deepak Sukheja","raw_affiliation_strings":["Department of CSE, Vallurupalli Nageswara Rao Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telengana, 500090, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Vallurupalli Nageswara Rao Vignana Jyothi Institute of Engineering and Technology, Hyderabad, Telengana, 500090, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069011382"],"corresponding_institution_ids":["https://openalex.org/I11793825"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":4.5972,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.95064925,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"13","issue":"3","first_page":"165","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9940999746322632,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7274327278137207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7242155075073242},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6228106617927551},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5869425535202026},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5781663060188293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5644358992576599},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5457876920700073},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5403284430503845},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.5248691439628601},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4922250807285309},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4760332405567169},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.44256874918937683},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3903180956840515},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12439322471618652},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07287681102752686}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274327278137207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7242155075073242},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6228106617927551},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5869425535202026},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5781663060188293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5644358992576599},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5457876920700073},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5403284430503845},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.5248691439628601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4922250807285309},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4760332405567169},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.44256874918937683},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3903180956840515},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12439322471618652},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07287681102752686},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13748-024-00325-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13748-024-00325-0","pdf_url":null,"source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in Artificial Intelligence","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":48,"referenced_works":["https://openalex.org/W343636949","https://openalex.org/W1487097365","https://openalex.org/W1901129140","https://openalex.org/W2025768430","https://openalex.org/W2163922914","https://openalex.org/W2194775991","https://openalex.org/W2321533354","https://openalex.org/W2326925005","https://openalex.org/W2558661413","https://openalex.org/W2755036008","https://openalex.org/W2900093028","https://openalex.org/W2948685905","https://openalex.org/W2962858109","https://openalex.org/W2963420272","https://openalex.org/W2978017498","https://openalex.org/W2979826702","https://openalex.org/W3018265077","https://openalex.org/W3023371261","https://openalex.org/W3034559532","https://openalex.org/W3035422918","https://openalex.org/W3114632476","https://openalex.org/W3120430728","https://openalex.org/W3138516171","https://openalex.org/W3157752331","https://openalex.org/W3159481202","https://openalex.org/W3161120562","https://openalex.org/W3167044851","https://openalex.org/W3172456032","https://openalex.org/W3201190151","https://openalex.org/W3204146347","https://openalex.org/W3208441708","https://openalex.org/W4212875960","https://openalex.org/W4213019189","https://openalex.org/W4308081867","https://openalex.org/W4312443924","https://openalex.org/W4312891522","https://openalex.org/W4312957757","https://openalex.org/W4313156423","https://openalex.org/W4367055910","https://openalex.org/W4367598041","https://openalex.org/W4383225805","https://openalex.org/W4387081801","https://openalex.org/W6600713050","https://openalex.org/W6601630192","https://openalex.org/W6602696709","https://openalex.org/W6702248584","https://openalex.org/W6822562140","https://openalex.org/W6860043847"],"related_works":["https://openalex.org/W4312414840","https://openalex.org/W34092691","https://openalex.org/W2794908468","https://openalex.org/W4206276646","https://openalex.org/W2943467239","https://openalex.org/W1571801203","https://openalex.org/W101422005","https://openalex.org/W192740413","https://openalex.org/W4300902524","https://openalex.org/W3004135598"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}
