{"id":"https://openalex.org/W1602869163","doi":"https://doi.org/10.1109/retis.2015.7232884","title":"Detection of hemorrhages in diabetic retinopathy analysis using color fundus images","display_name":"Detection of hemorrhages in diabetic retinopathy analysis using color fundus images","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1602869163","doi":"https://doi.org/10.1109/retis.2015.7232884","mag":"1602869163"},"language":"en","primary_location":{"id":"doi:10.1109/retis.2015.7232884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/retis.2015.7232884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)","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/A5004453980","display_name":"Priyakshi Bharali","orcid":null},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Priyakshi Bharali","raw_affiliation_strings":["Department of ECE, Gauhati University, Guwahati, India","Department of ECE, GUIST, Gauhati University, Guwahati, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"Department of ECE, GUIST, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001387767","display_name":"Jyoti Prakash Medhi","orcid":"https://orcid.org/0000-0002-9188-2760"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyoti Prakash Medhi","raw_affiliation_strings":["Department of ECE, Gauhati University, Guwahati, India","Department of ECE, GUIST, Gauhati University, Guwahati, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"Department of ECE, GUIST, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063345512","display_name":"S. R. Nirmala","orcid":"https://orcid.org/0000-0003-1400-2384"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. R. Nirmala","raw_affiliation_strings":["Department of ECE, Gauhati University, Guwahati, India","Department of ECE, GUIST, Gauhati University, Guwahati, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"Department of ECE, GUIST, Gauhati University, Guwahati, India","institution_ids":["https://openalex.org/I138537684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004453980"],"corresponding_institution_ids":["https://openalex.org/I138537684"],"apc_list":null,"apc_paid":null,"fwci":2.3712,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87278929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7247","issue":null,"first_page":"237","last_page":"242"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9922000169754028,"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":0.9898999929428101,"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-retinopathy","display_name":"Diabetic retinopathy","score":0.8566572666168213},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.7724012732505798},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.7083896994590759},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.541895866394043},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5317299365997314},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4809212386608124},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.46663767099380493},{"id":"https://openalex.org/keywords/complication","display_name":"Complication","score":0.44750675559043884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4278906583786011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41108202934265137},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.4020805060863495},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.2214738130569458},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.19109833240509033}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.8566572666168213},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.7724012732505798},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.7083896994590759},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.541895866394043},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5317299365997314},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4809212386608124},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.46663767099380493},{"id":"https://openalex.org/C81182388","wikidata":"https://www.wikidata.org/wiki/Q353963","display_name":"Complication","level":2,"score":0.44750675559043884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4278906583786011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41108202934265137},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.4020805060863495},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.2214738130569458},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.19109833240509033},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/retis.2015.7232884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/retis.2015.7232884","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1600276254","https://openalex.org/W1624163203","https://openalex.org/W1975262195","https://openalex.org/W1980375532","https://openalex.org/W1984242098","https://openalex.org/W2078789324","https://openalex.org/W2121703462","https://openalex.org/W2165952271","https://openalex.org/W2171743875","https://openalex.org/W4237938455","https://openalex.org/W4241028886","https://openalex.org/W6635900570","https://openalex.org/W6636563233","https://openalex.org/W6644062521","https://openalex.org/W7027716524"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W4237698013","https://openalex.org/W4249730947","https://openalex.org/W186124986","https://openalex.org/W2401657978","https://openalex.org/W4220767796","https://openalex.org/W2042797887","https://openalex.org/W3046286921","https://openalex.org/W2429379476","https://openalex.org/W4361800274"],"abstract_inverted_index":{"Diabetic":[0],"retinopathy":[1],"(DR),":[2],"a":[3],"complication":[4],"due":[5],"to":[6],"diabetes,":[7],"is":[8,20,48,58,62],"the":[9,42,53],"leading":[10],"cause":[11],"of":[12,15,36,86,90],"blindness.":[13],"Diagnosis":[14],"DR":[16],"at":[17],"its":[18],"earliest":[19],"thus":[21],"very":[22],"necessary.":[23],"In":[24,41,52],"this":[25],"paper,":[26],"we":[27],"present":[28],"an":[29,83],"automated":[30],"computer":[31],"aided":[32],"method":[33,61,81],"for":[34],"detection":[35],"hemorrhages":[37],"using":[38],"fundus":[39],"images.":[40,78],"first":[43],"stage,":[44],"blood":[45],"vessel":[46],"(BV)":[47],"detected":[49],"and":[50,69,76,88],"eliminated.":[51],"following":[54],"stage":[55],"hemorrhage":[56,93],"candidate":[57],"detected.":[59],"The":[60,79],"applied":[63],"on":[64],"HRF,":[65],"DIARETDB0,":[66],"DIARETDB1,":[67],"MESSIDOR":[68],"Local":[70],"databases":[71],"which":[72],"have":[73],"both":[74],"normal":[75],"pathological":[77],"proposed":[80],"shows":[82],"overall":[84],"sensitivity":[85],"97.3%":[87],"specificity":[89],"98.92%":[91],"in":[92],"detection.":[94]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}