{"id":"https://openalex.org/W4388745280","doi":"https://doi.org/10.33022/ijcs.v12i5.3378","title":"Implementasi Deep Classifier untuk Diagnosis Penyakit Glaukoma pada Citra Retina Mata","display_name":"Implementasi Deep Classifier untuk Diagnosis Penyakit Glaukoma pada Citra Retina Mata","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388745280","doi":"https://doi.org/10.33022/ijcs.v12i5.3378"},"language":"id","primary_location":{"id":"doi:10.33022/ijcs.v12i5.3378","doi":"https://doi.org/10.33022/ijcs.v12i5.3378","is_oa":true,"landing_page_url":"https://doi.org/10.33022/ijcs.v12i5.3378","pdf_url":"http://ijcs.stmikindonesia.ac.id/ijcs/index.php/ijcs/article/download/3378/261","source":{"id":"https://openalex.org/S4210234583","display_name":"Indonesian Journal of Computer Science","issn_l":"2302-4364","issn":["2302-4364","2549-7286"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275487","host_organization_name":"Universitas Metamedia","host_organization_lineage":["https://openalex.org/I4405275487"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://ijcs.stmikindonesia.ac.id/ijcs/index.php/ijcs/article/download/3378/261","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035299917","display_name":"Dhimas Arief Dharmawan","orcid":"https://orcid.org/0000-0003-1971-3214","observed_orcids":["https://orcid.org/0000-0003-1971-3214"]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dhimas Arief Dharmawan","raw_affiliation_strings":["Universitas Pembangunan Nasional \"Veteran\" Yogykarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional \"Veteran\" Yogykarta","institution_ids":["https://openalex.org/I4210156102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018686329","display_name":"Raden Achmad Chairdino Leuveano","orcid":"https://orcid.org/0000-0001-9980-9966","observed_orcids":["https://orcid.org/0000-0001-9980-9966"]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Raden Achmad Chairdino Leuveano","raw_affiliation_strings":["Jurusan Teknik Industri, Fakultas Teknik Industri, Universitas Pembangunan Nasional Veteran Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jurusan Teknik Industri, Fakultas Teknik Industri, Universitas Pembangunan Nasional Veteran Yogyakarta","institution_ids":["https://openalex.org/I4210156102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055432799","display_name":"Andiko Putro Suryotomo","orcid":"https://orcid.org/0000-0002-8070-6921","observed_orcids":["https://orcid.org/0000-0002-8070-6921"]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andiko Putro Suryotomo","raw_affiliation_strings":["Universitas Pembangunan Nasional \"Veteran\" Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional \"Veteran\" Yogyakarta","institution_ids":["https://openalex.org/I4210156102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093277726","display_name":"Michel Pierce Tahya","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Michel Pierce Tahya","raw_affiliation_strings":["Universitas Pembangunan Nasional \"Veteran\" Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional \"Veteran\" Yogyakarta","institution_ids":["https://openalex.org/I4210156102"]}]},{"author_position":"last","author":{"id":null,"display_name":"Sayang Sani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210156102","display_name":"Universitas Pembangunan Nasional Veteran Yogyakarta","ror":"https://ror.org/0420bzz85","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210156102"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sayang Sani","raw_affiliation_strings":["Universitas Pembangunan Nasional \"Veteran\" Yogyakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional \"Veteran\" Yogyakarta","institution_ids":["https://openalex.org/I4210156102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210156102"],"apc_list":{"value":100,"currency":"USD","value_usd":100},"apc_paid":{"value":100,"currency":"USD","value_usd":100},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9976000189781189,"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":0.9976000189781189,"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":0.0010999999940395355,"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":0.00019999999494757503,"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/glaucoma-diagnosis","display_name":"glaucoma diagnosis","score":0.9950000047683716},{"id":"https://openalex.org/keywords/fundus-images","display_name":"fundus images","score":0.7649999856948853},{"id":"https://openalex.org/keywords/deep-learning-classifier","display_name":"deep learning classifier","score":0.7260000109672546},{"id":"https://openalex.org/keywords/origa-dataset","display_name":"ORIGA dataset","score":0.9990000128746033},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.7620000243186951},{"id":"https://openalex.org/keywords/model-convergence","display_name":"model convergence","score":0.3959999978542328}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.48112836480140686},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.4591794013977051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42802512645721436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4145481586456299},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.12944021821022034}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.33022/ijcs.v12i5.3378","doi":"https://doi.org/10.33022/ijcs.v12i5.3378","is_oa":true,"landing_page_url":"https://doi.org/10.33022/ijcs.v12i5.3378","pdf_url":"http://ijcs.stmikindonesia.ac.id/ijcs/index.php/ijcs/article/download/3378/261","source":{"id":"https://openalex.org/S4210234583","display_name":"Indonesian Journal of Computer Science","issn_l":"2302-4364","issn":["2302-4364","2549-7286"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275487","host_organization_name":"Universitas Metamedia","host_organization_lineage":["https://openalex.org/I4405275487"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.33022/ijcs.v12i5.3378","doi":"https://doi.org/10.33022/ijcs.v12i5.3378","is_oa":true,"landing_page_url":"https://doi.org/10.33022/ijcs.v12i5.3378","pdf_url":"http://ijcs.stmikindonesia.ac.id/ijcs/index.php/ijcs/article/download/3378/261","source":{"id":"https://openalex.org/S4210234583","display_name":"Indonesian Journal of Computer Science","issn_l":"2302-4364","issn":["2302-4364","2549-7286"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405275487","host_organization_name":"Universitas Metamedia","host_organization_lineage":["https://openalex.org/I4405275487"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388745280.pdf","grobid_xml":"https://content.openalex.org/works/W4388745280.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1904432309","https://openalex.org/W1974969377","https://openalex.org/W1980049182","https://openalex.org/W1997259062","https://openalex.org/W2009263890","https://openalex.org/W2052596438","https://openalex.org/W2060452408","https://openalex.org/W2061997187","https://openalex.org/W2065385897","https://openalex.org/W2081178133","https://openalex.org/W2089479074","https://openalex.org/W2100529622","https://openalex.org/W2187817575","https://openalex.org/W2313709272","https://openalex.org/W2417325379","https://openalex.org/W2491548929","https://openalex.org/W2513367050","https://openalex.org/W2556685877","https://openalex.org/W2566399142","https://openalex.org/W2593035293","https://openalex.org/W2673612352","https://openalex.org/W2729531726","https://openalex.org/W2770475823","https://openalex.org/W2791059692","https://openalex.org/W2884120031","https://openalex.org/W3183227663","https://openalex.org/W3186486777","https://openalex.org/W4230441359","https://openalex.org/W4380049370","https://openalex.org/W4394066153","https://openalex.org/W6600751047"],"related_works":["https://openalex.org/W7124127802","https://openalex.org/W4415004430","https://openalex.org/W7127099741","https://openalex.org/W4408469213","https://openalex.org/W4378516865","https://openalex.org/W7166598382","https://openalex.org/W4402168168","https://openalex.org/W4391216404","https://openalex.org/W4389489422","https://openalex.org/W4403581490"],"abstract_inverted_index":{"Penerapan":[0],"deep":[1,51,91,147],"learning":[2,52,92,148],"untuk":[3,149],"diagnosis":[4,136,150],"glaukoma":[5,95,151],"dari":[6,96,152],"gambar":[7,97,153],"retina":[8,98],"merupakan":[9],"bidang":[10],"yang":[11,30,35,43,55,64,68,72,105,121,125,128,157],"berkembang":[12],"pesat":[13],"dalam":[14,40,93,135],"pencitraan":[15],"medis.":[16],"Penelitian":[17],"ini":[18,88,109,131,144],"menyelidiki":[19],"keampuhan":[20],"model":[21,50,134],"pembelajaran":[22],"mendalam":[23],"dengan":[24,118,155],"menggunakan":[25],"dua":[26],"set":[27],"data":[28],"uji":[29],"berbeda:":[31],"DRISHTI-GS":[32,161],"dan":[33,38,66,78,162],"ORIGA,":[34,138],"menjelaskan":[36],"potensi":[37,90],"tantangan":[39],"tugas":[41],"medis":[42],"kritis":[44],"ini.":[45],"Dalam":[46],"kasus":[47],"dataset":[48,101,137,160],"DRISHTI-GS,":[49],"menunjukkan":[53,62,89,103,145],"kinerja":[54],"bervariasi":[56],"di":[57],"seluruh":[58],"zaman.":[59],"Epoch":[60],"awal":[61],"akurasi":[63,81],"rendah":[65],"kehilangan":[67],"tinggi,":[69],"tetapi":[70],"peningkatan":[71],"signifikan":[73],"terjadi":[74,122],"antara":[75],"epoch":[76,85,116],"40":[77],"70,":[79],"mencapai":[80,113],"sekitar":[82],"96%":[83],"pada":[84,115,159],"100.":[86],"Hal":[87,130],"mendiagnosis":[94],"DRISHTI-GS.":[99],"Sebaliknya,":[100],"ORIGA":[102],"kemajuan":[104],"lebih":[106],"konsisten.":[107],"Model":[108],"terus":[110],"meningkatkan":[111],"akurasi,":[112],"97,54%":[114],"80,":[117],"penurunan":[119],"kerugian":[120],"secara":[123],"bersamaan,":[124],"mengindikasikan":[126],"konvergensi":[127],"kuat.":[129],"menggarisbawahi":[132],"kemahiran":[133],"menyoroti":[139],"janji":[140],"klinisnya.":[141],"Singkatnya,":[142],"penelitian":[143],"kelayakan":[146],"retina,":[154],"hasil":[156],"menjanjikan":[158],"ORIGA.":[163]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2023-11-17T00:00:00"}