乐胖代购免代理版

{"id":"https://openalex.org/W3010182009","doi":"https://doi.org/10.1109/ist48021.2019.9010210","title":"Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers","display_name":"Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3010182009","doi":"https://doi.org/10.1109/ist48021.2019.9010210","mag":"3010182009"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist48021.2019.9010210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5045690893","display_name":"Nabila Eladawi","orcid":"https://orcid.org/0000-0002-6403-0044"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nabila Eladawi","raw_affiliation_strings":["Department of Bioengineering, University of Louisville, Louisville, KY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066199951","display_name":"Mohammed Elmogy","orcid":"https://orcid.org/0000-0002-2504-6051"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammed Elmogy","raw_affiliation_strings":["Department of Bioengineering, University of Louisville, Louisville, KY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020634024","display_name":"Mohammed Ghazal","orcid":"https://orcid.org/0000-0002-9045-6698"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohammed Ghazal","raw_affiliation_strings":["Computer Science Department, College of Engineering, Abu Dhabi University, UAE"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, College of Engineering, Abu Dhabi University, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056168396","display_name":"Luay Fraiwan","orcid":"https://orcid.org/0000-0002-7144-611X"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Luay Fraiwan","raw_affiliation_strings":["Computer Science Department, College of Engineering, Abu Dhabi University, UAE"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, College of Engineering, Abu Dhabi University, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063904827","display_name":"Ahmed Aboelfetouh","orcid":"https://orcid.org/0000-0002-9038-6159"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Aboelfetouh","raw_affiliation_strings":["Information Systems Department, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"affiliations":[{"raw_affiliation_string":"Information Systems Department, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054076294","display_name":"A. M. Riad","orcid":"https://orcid.org/0000-0002-0091-3083"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Alaa Riad","raw_affiliation_strings":["Information Systems Department, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"affiliations":[{"raw_affiliation_string":"Information Systems Department, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028075433","display_name":"Harpal S. Sandhu","orcid":"https://orcid.org/0000-0002-5500-8910"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harpal Sandhu","raw_affiliation_strings":["Department of Ophthalmology, School of Medicine, University of Louisville, KY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, School of Medicine, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075057705","display_name":"Ayman El\u2010Baz","orcid":"https://orcid.org/0000-0001-7264-1323"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayman El-Baz","raw_affiliation_strings":["Department of Ophthalmology, School of Medicine, University of Louisville, KY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, School of Medicine, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.789,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.528265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":77,"max":79},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Detection and Management of Retinal Diseases","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":"Detection and Management of Retinal Diseases","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/T10170","display_name":"Age-Related Macular Degeneration Research","score":0.9973,"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/T10250","display_name":"Global Prevalence and Treatment of Glaucoma","score":0.9919,"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/grading","display_name":"Grading (engineering)","score":0.6767993},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic Retinopathy","score":0.599113},{"id":"https://openalex.org/keywords/retinal-disease","display_name":"Retinal Disease","score":0.550675}],"concepts":[{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6767993},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6758933},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.6341909},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.55137485},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.48245293},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.46839786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43432492},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.39492154},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.38471124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33904672},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist48021.2019.9010210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1178013299","https://openalex.org/W1517811072","https://openalex.org/W1915008606","https://openalex.org/W1995443566","https://openalex.org/W2015861736","https://openalex.org/W2097117768","https://openalex.org/W2166887721","https://openalex.org/W2301358467","https://openalex.org/W2462081900","https://openalex.org/W2488629592","https://openalex.org/W2494578815","https://openalex.org/W2512148493","https://openalex.org/W2783656596","https://openalex.org/W2789816877","https://openalex.org/W2791447208","https://openalex.org/W2809160962","https://openalex.org/W2811181298"],"related_works":["https://openalex.org/W806426592","https://openalex.org/W4293226380","https://openalex.org/W3208525924","https://openalex.org/W3127248583","https://openalex.org/W2885058781","https://openalex.org/W2744576618","https://openalex.org/W2591833644","https://openalex.org/W2352634490","https://openalex.org/W2064165679","https://openalex.org/W1588461101"],"abstract_inverted_index":{"Diabetic":[0],"Retinopathy":[1],"(DR)":[2],"is":[3,23,61,68],"considered":[4],"one":[5],"of":[6,19,44,52,85,112,209,215,224,227,231,238,250],"the":[7,14,20,53,58,83,130,133,183,192,199,236,239,248],"major":[8],"reasons":[9],"for":[10,73,92,104],"vision":[11],"loss":[12],"in":[13,17,57,132,212,242],"working-age":[15],"population":[16],"most":[18],"countries.":[21],"DR":[22,45,139,193,200,211],"caused":[24],"by":[25,181],"high":[26],"blood":[27,34,135,166],"sugar":[28],"levels":[29],"(diabetes),":[30],"which":[31,60,80,128],"damages":[32],"retinal":[33,116,134],"vessels":[35,136,167],"and":[36,42,49,76,89,151,172,229],"leads":[37],"to":[38,138,164,188],"blindness.":[39],"Both":[40],"diagnosis":[41,101],"grading":[43,90,111,210,249],"require":[46],"manual":[47],"measurements":[48],"visual":[50],"assessment":[51],"changes":[54,131],"that":[55],"happen":[56],"retina,":[59],"a":[62,74,99,158,213],"highly":[63],"complex":[64],"task.":[65],"Thus,":[66],"there":[67],"an":[69,221],"unmet":[70],"clinical":[71,150],"need":[72],"non-invasive":[75],"objective":[77],"diagnostic":[78],"system,":[79],"can":[81],"improve":[82],"accuracy":[84,223],"both":[86,169],"early":[87,106,243],"signs":[88,107],"detection":[91,244],"DR.":[93,113,251],"In":[94],"this":[95],"paper,":[96],"we":[97],"proposed":[98,155,240],"computer-aided":[100],"(CAD)":[102],"system":[103,143,156],"detecting":[105],"as":[108,110,245,247],"well":[109,246],"Four":[114],"significant":[115,147],"vasculature":[117],"features":[118,148,178],"are":[119,179],"extracted":[120,177],"from":[121,168,194],"optical":[122],"coherence":[123],"tomography":[124],"angiography":[125],"(OCTA)":[126],"scans,":[127],"reflect":[129],"due":[137],"progress.":[140],"The":[141,154],"developed":[142],"fuses":[144],"these":[145,176],"four":[146],"with":[149],"demographic":[152],"biomarkers.":[153],"uses":[157],"3D":[159],"convolutional":[160],"neural":[161],"network":[162],"(CNN)":[163],"segment":[165],"OCTA":[170],"deep":[171],"superficial":[173],"plexuses.":[174],"Finally,":[175],"classified":[180],"using":[182],"random":[184],"forest":[185],"(RF)":[186],"technique":[187],"differentiate":[189],"first":[190],"between":[191],"normal":[195],"subjects.":[196],"Then,":[197],"grade":[198],"subjects":[201],"into":[202],"mild":[203],"or":[204],"moderate.":[205],"Our":[206],"preliminary":[207],"results":[208,234],"cohort":[214],"patients":[216],"(n":[217],"==":[218],"100)":[219],"demonstrated":[220],"average":[222],"96.8%,":[225],"sensitivity":[226],"98.1%,":[228],"specificity":[230],"88.8%.":[232],"These":[233],"show":[235],"feasibility":[237],"approach":[241]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3010182009","counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2024-11-26T09:09:58.396505","created_date":"2020-03-13"}