乐胖代购免代理版

{"id":"https://openalex.org/W3195179567","doi":"https://doi.org/10.1007/s41019-021-00167-z","title":"Image Preprocessing in Classification and Identification of Diabetic Eye Diseases","display_name":"Image Preprocessing in Classification and Identification of Diabetic Eye Diseases","publication_year":2021,"publication_date":"2021-08-17","ids":{"openalex":"https://openalex.org/W3195179567","doi":"https://doi.org/10.1007/s41019-021-00167-z","mag":"3195179567","pmid":"https://pubmed.ncbi.nlm.nih.gov/34423109","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/8370665"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-021-00167-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-021-00167-z.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1541","issn":["2364-1541","2364-1185"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s41019-021-00167-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086577635","display_name":"Rubina Sarki","orcid":"https://orcid.org/0000-0001-5018-9567"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rubina Sarki","raw_affiliation_strings":["Victoria University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055060253","display_name":"Khandakar Ahmed","orcid":"https://orcid.org/0000-0003-1043-2029"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Khandakar Ahmed","raw_affiliation_strings":["Victoria University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Victoria University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049750015","display_name":"Yanchun Zhang","orcid":"https://orcid.org/0000-0002-5094-5980"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yanchun Zhang","raw_affiliation_strings":["Victoria University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101477958","display_name":"Jiangang Ma","orcid":"https://orcid.org/0000-0002-8449-7610"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jiangang Ma","raw_affiliation_strings":["Federation University, Mount Helen, Australia"],"affiliations":[{"raw_affiliation_string":"Federation University, Mount Helen, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066110010","display_name":"Kate Wang","orcid":"https://orcid.org/0000-0001-5208-1090"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kate Wang","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101477958"],"corresponding_institution_ids":["https://openalex.org/I149672521"],"apc_list":{"value":0,"currency":"USD","value_usd":0,"provenance":"doaj"},"apc_paid":null,"fwci":11.587,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":83,"citation_normalized_percentile":{"value":0.99995,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"455","last_page":"471"},"is_retracted":false,"is_paratext":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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9935,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9832,"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/identification","display_name":"Identification","score":0.5517926},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.530965},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.48410618}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.78274345},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6694163},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6156007},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.57590157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5710949},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.55294144},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5517926},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.530965},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5036513},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5019531},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.48410618},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.44760838},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44036022},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41332337},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17851421},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.10192567},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":3,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-021-00167-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-021-00167-z.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1541","issn":["2364-1541","2364-1185"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8370665","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34423109","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41019-021-00167-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s41019-021-00167-z.pdf","source":{"id":"https://openalex.org/S2486411021","display_name":"Data Science and Engineering","issn_l":"2364-1541","issn":["2364-1541","2364-1185"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":55,"referenced_works":["https://openalex.org/W1486242743","https://openalex.org/W1508853606","https://openalex.org/W1528354657","https://openalex.org/W1536452289","https://openalex.org/W1564492259","https://openalex.org/W1686810756","https://openalex.org/W1989786678","https://openalex.org/W1997259062","https://openalex.org/W2001412060","https://openalex.org/W2005394924","https://openalex.org/W2021293964","https://openalex.org/W2028583147","https://openalex.org/W2051013472","https://openalex.org/W2095006131","https://openalex.org/W2102799105","https://openalex.org/W2125014106","https://openalex.org/W2145339207","https://openalex.org/W2159764117","https://openalex.org/W2165698076","https://openalex.org/W2166524747","https://openalex.org/W2170505850","https://openalex.org/W2257979135","https://openalex.org/W2481776873","https://openalex.org/W2502390809","https://openalex.org/W2531409750","https://openalex.org/W2537248456","https://openalex.org/W2557738935","https://openalex.org/W2563917920","https://openalex.org/W2567187421","https://openalex.org/W2592929672","https://openalex.org/W2598442119","https://openalex.org/W2607239473","https://openalex.org/W2609579487","https://openalex.org/W2798001063","https://openalex.org/W2896295809","https://openalex.org/W2905234665","https://openalex.org/W292568972","https://openalex.org/W2927830611","https://openalex.org/W2934420704","https://openalex.org/W2963446712","https://openalex.org/W2963985284","https://openalex.org/W2979866729","https://openalex.org/W2981826026","https://openalex.org/W3001208697","https://openalex.org/W3005844399","https://openalex.org/W3008330356","https://openalex.org/W3037494510","https://openalex.org/W3048958604","https://openalex.org/W3092441108","https://openalex.org/W3092870704","https://openalex.org/W3094016771","https://openalex.org/W4244883624","https://openalex.org/W4256486341","https://openalex.org/W4285719527","https://openalex.org/W579822583"],"related_works":["https://openalex.org/W4388037085","https://openalex.org/W4247116873","https://openalex.org/W2966407021","https://openalex.org/W2801208768","https://openalex.org/W2397288865","https://openalex.org/W2394034517","https://openalex.org/W2374520121","https://openalex.org/W2368524271","https://openalex.org/W2364945429","https://openalex.org/W2338201579"],"abstract_inverted_index":{"Diabetic":[0],"eye":[1,8],"disease":[2],"(DED)":[3],"is":[4,16],"a":[5,17,42,57,71,120],"cluster":[6],"of":[7,34,77,101,151],"problem":[9],"that":[10],"affects":[11],"diabetic":[12],"patients.":[13],"Identifying":[14],"DED":[15,47,81,89,146],"crucial":[18],"activity":[19],"in":[20,45,92],"retinal":[21,38,58],"fundus":[22,39,59],"images":[23],"because":[24],"early":[25,46],"diagnosis":[26],"and":[27,49,66,107,159],"treatment":[28],"can":[29],"eventually":[30],"minimize":[31],"the":[32,75,134,140,152],"risk":[33],"visual":[35],"impairment.":[36],"The":[37,83,109,128,149],"image":[40,60,64,78,95,98,103,116,136],"plays":[41],"significant":[43],"role":[44],"classification":[48,86,147],"identification.":[50],"An":[51],"accurate":[52],"diagnostic":[53],"model's":[54],"development":[55],"using":[56,114],"depends":[61],"highly":[62],"on":[63,74],"quality":[65,96],"quantity.":[67],"This":[68],"paper":[69],"presents":[70],"methodical":[72],"study":[73],"significance":[76],"processing":[79,117,137],"for":[80,88,145],"classification.":[82,108],"proposed":[84],"automated":[85],"framework":[87],"was":[90],"achieved":[91],"several":[93],"steps:":[94],"enhancement,":[97],"segmentation":[99],"(region":[100],"interest),":[102],"augmentation":[104],"(geometric":[105],"transformation),":[106],"optimal":[110],"results":[111,150],"were":[112],"obtained":[113],"traditional":[115,135],"methods":[118],"with":[119,133,143],"new":[121,129],"build":[122],"convolution":[123],"neural":[124],"network":[125],"(CNN)":[126],"architecture.":[127],"built":[130],"CNN":[131],"combined":[132],"approach":[138],"presented":[139],"best":[141],"performance":[142],"accuracy":[144],"problems.":[148],"experiments":[153],"conducted":[154],"showed":[155],"adequate":[156],"accuracy,":[157],"specificity,":[158],"sensitivity.":[160]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3195179567","counts_by_year":[{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":2}],"updated_date":"2024-12-30T22:18:47.524777","created_date":"2021-08-30"}