{"id":"https://openalex.org/W4387698110","doi":"https://doi.org/10.1145/3603765.3603779","title":"A Catalog of Public Glaucoma Datasets for Machine Learning Applications","display_name":"A Catalog of Public Glaucoma Datasets for Machine Learning Applications","publication_year":2023,"publication_date":"2023-05-10","ids":{"openalex":"https://openalex.org/W4387698110","doi":"https://doi.org/10.1145/3603765.3603779"},"language":"en","primary_location":{"id":"doi:10.1145/3603765.3603779","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603765.3603779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 the 7th International Conference on Information System and Data Mining (ICISDM)","raw_type":"proceedings-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/A5032658278","display_name":"Riley Kiefer","orcid":"https://orcid.org/0009-0005-1925-3600"},"institutions":[{"id":"https://openalex.org/I32480017","display_name":"Florida Polytechnic University","ror":"https://ror.org/01e5mdj42","country_code":"US","type":"education","lineage":["https://openalex.org/I32480017"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Riley Kiefer","raw_affiliation_strings":["Department of Computer Science, Florida Polytechnic University, United States"],"raw_orcid":"https://orcid.org/0009-0005-1925-3600","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Florida Polytechnic University, United States","institution_ids":["https://openalex.org/I32480017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027579265","display_name":"Muhammad Rizwan Abid","orcid":"https://orcid.org/0000-0001-7027-0434"},"institutions":[{"id":"https://openalex.org/I32480017","display_name":"Florida Polytechnic University","ror":"https://ror.org/01e5mdj42","country_code":"US","type":"education","lineage":["https://openalex.org/I32480017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad Abid","raw_affiliation_strings":["Department of Computer Science, Florida Polytechnic University, United States"],"raw_orcid":"https://orcid.org/0000-0001-7027-0434","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Florida Polytechnic University, United States","institution_ids":["https://openalex.org/I32480017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018419452","display_name":"Jessica Steen","orcid":"https://orcid.org/0000-0001-7518-4121"},"institutions":[{"id":"https://openalex.org/I203088144","display_name":"Nova Southeastern University","ror":"https://ror.org/042bbge36","country_code":"US","type":"education","lineage":["https://openalex.org/I203088144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Steen","raw_affiliation_strings":["College of Optometry, Nova Southeastern University, United States"],"raw_orcid":"https://orcid.org/0000-0001-7518-4121","affiliations":[{"raw_affiliation_string":"College of Optometry, Nova Southeastern University, United States","institution_ids":["https://openalex.org/I203088144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008816915","display_name":"Mahsa Raeisi Ardali","orcid":"https://orcid.org/0009-0008-5325-6495"},"institutions":[{"id":"https://openalex.org/I203088144","display_name":"Nova Southeastern University","ror":"https://ror.org/042bbge36","country_code":"US","type":"education","lineage":["https://openalex.org/I203088144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahsa Raeisi Ardali","raw_affiliation_strings":["College of Optometry, Nova Southeastern University, United States"],"raw_orcid":"https://orcid.org/0009-0008-5325-6495","affiliations":[{"raw_affiliation_string":"College of Optometry, Nova Southeastern University, United States","institution_ids":["https://openalex.org/I203088144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079906820","display_name":"Ehsan Amjadian","orcid":"https://orcid.org/0000-0002-4400-6717"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ehsan Amjadian","raw_affiliation_strings":["Cheriton School of Computer Science, University of Waterloo, Canada"],"raw_orcid":"https://orcid.org/0000-0002-4400-6717","affiliations":[{"raw_affiliation_string":"Cheriton School of Computer Science, University of Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032658278"],"corresponding_institution_ids":["https://openalex.org/I32480017"],"apc_list":null,"apc_paid":null,"fwci":4.9206,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.95757141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"31"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9980000257492065,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9944000244140625,"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/glaucoma","display_name":"Glaucoma","score":0.9124076962471008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7624470591545105},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5788536667823792},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4715811312198639},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4030364751815796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3465929329395294},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3392944633960724},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15751856565475464},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.09391123056411743}],"concepts":[{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.9124076962471008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7624470591545105},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5788536667823792},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4715811312198639},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4030364751815796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3465929329395294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3392944633960724},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15751856565475464},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.09391123056411743},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3603765.3603779","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603765.3603779","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 the 7th International Conference on Information System and Data Mining (ICISDM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1917574908","https://openalex.org/W1997259062","https://openalex.org/W2017880933","https://openalex.org/W2122644916","https://openalex.org/W2129098176","https://openalex.org/W2152407813","https://openalex.org/W2587235033","https://openalex.org/W2792289763","https://openalex.org/W2902522059","https://openalex.org/W2903117925","https://openalex.org/W2938600289","https://openalex.org/W2979448322","https://openalex.org/W3007369657","https://openalex.org/W3024516423","https://openalex.org/W3034510281","https://openalex.org/W3080711581","https://openalex.org/W3089653673","https://openalex.org/W3090768978","https://openalex.org/W3107911022","https://openalex.org/W3122431193","https://openalex.org/W3129304487","https://openalex.org/W3132016183","https://openalex.org/W3191934798","https://openalex.org/W3202547657","https://openalex.org/W3210662670","https://openalex.org/W4206417498","https://openalex.org/W4282048668","https://openalex.org/W4289844305","https://openalex.org/W4293101293","https://openalex.org/W4309640175","https://openalex.org/W4319080011","https://openalex.org/W4387698215","https://openalex.org/W6751226615"],"related_works":["https://openalex.org/W2618286804","https://openalex.org/W3131163342","https://openalex.org/W2166271660","https://openalex.org/W2142369114","https://openalex.org/W2002770077","https://openalex.org/W2361728394","https://openalex.org/W2352631095","https://openalex.org/W2408577762","https://openalex.org/W2092256833","https://openalex.org/W3038222916"],"abstract_inverted_index":{"Glaucoma":[0],"is":[1],"a":[2,60],"leading":[3],"eye":[4],"disease":[5,36],"impacting":[6],"millions":[7],"of":[8,13,26,35,54],"people.":[9],"While":[10],"the":[11,24,46,52],"number":[12],"public":[14],"glaucoma":[15,28,39,55,62],"datasets":[16,37],"are":[17,21],"limited,":[18],"those":[19],"available":[20],"diverse":[22],"in":[23],"population":[25],"patients,":[27],"subtypes,":[29],"and":[30],"other":[31],"features.":[32,49],"The":[33],"complexity":[34],"like":[38],"requires":[40],"detailed":[41],"catalogs":[42],"to":[43],"accurately":[44],"describe":[45],"numerous":[47],"dataset":[48,63,68],"To":[50],"increase":[51],"accessibility":[53],"research,":[56],"this":[57],"work":[58],"provides":[59],"comprehensive":[61],"catalog":[64],"by":[65],"standardizing":[66],"various":[67],"attributes":[69],"into":[70],"several":[71],"organized":[72],"tables.":[73],"Data":[74],"documentation":[75],"can":[76],"ensure":[77],"high-quality":[78],"AI":[79],"models.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}