{"id":"https://openalex.org/W2995601699","doi":"https://doi.org/10.1109/tencon.2019.8929252","title":"Detection of Pathological Myopia and Optic Disc Segmentation with Deep Convolutional Neural Networks","display_name":"Detection of Pathological Myopia and Optic Disc Segmentation with Deep Convolutional Neural Networks","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2995601699","doi":"https://doi.org/10.1109/tencon.2019.8929252","mag":"2995601699"},"language":"en","primary_location":{"id":"doi:10.1109/tencon.2019.8929252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","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/A5027834485","display_name":"Ujjwal Baid","orcid":"https://orcid.org/0000-0001-5246-2088"},"institutions":[{"id":"https://openalex.org/I4210093989","display_name":"Sanskriti Samvardhan Mandal","ror":"https://ror.org/01egfqj98","country_code":"IN","type":"other","lineage":["https://openalex.org/I4210093989"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ujjwal Baid","raw_affiliation_strings":["Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India","institution_ids":["https://openalex.org/I4210093989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004972442","display_name":"Bhakti Baheti","orcid":"https://orcid.org/0000-0001-5475-3903"},"institutions":[{"id":"https://openalex.org/I4210093989","display_name":"Sanskriti Samvardhan Mandal","ror":"https://ror.org/01egfqj98","country_code":"IN","type":"other","lineage":["https://openalex.org/I4210093989"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhakti Baheti","raw_affiliation_strings":["Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India","institution_ids":["https://openalex.org/I4210093989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078705690","display_name":"Prasad Dutande","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093989","display_name":"Sanskriti Samvardhan Mandal","ror":"https://ror.org/01egfqj98","country_code":"IN","type":"other","lineage":["https://openalex.org/I4210093989"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prasad Dutande","raw_affiliation_strings":["Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India","institution_ids":["https://openalex.org/I4210093989"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091593309","display_name":"Sanjay N. Talbar","orcid":"https://orcid.org/0000-0002-0111-4910"},"institutions":[{"id":"https://openalex.org/I4210093989","display_name":"Sanskriti Samvardhan Mandal","ror":"https://ror.org/01egfqj98","country_code":"IN","type":"other","lineage":["https://openalex.org/I4210093989"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Talbar","raw_affiliation_strings":["Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Signal and Image Processing, SGGS Institute of Engineering and Technology, Nanded, Maharashtra, India","institution_ids":["https://openalex.org/I4210093989"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027834485"],"corresponding_institution_ids":["https://openalex.org/I4210093989"],"apc_list":null,"apc_paid":null,"fwci":2.3707,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.88808076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1345","last_page":"1350"},"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":0.9922999739646912,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.984499990940094,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7035273313522339},{"id":"https://openalex.org/keywords/optic-disc","display_name":"Optic disc","score":0.6707063913345337},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5890752077102661},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.5817421674728394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.510927140712738},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.5080792903900146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5053496956825256},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.46329960227012634},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.43665724992752075},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.43531113862991333},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4307444989681244},{"id":"https://openalex.org/keywords/optic-cup","display_name":"Optic cup (embryology)","score":0.4244644045829773},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.3870636522769928},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3631086051464081},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16401514410972595},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12544876337051392},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0974956750869751}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7035273313522339},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.6707063913345337},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5890752077102661},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.5817421674728394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.510927140712738},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.5080792903900146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5053496956825256},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.46329960227012634},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.43665724992752075},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.43531113862991333},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4307444989681244},{"id":"https://openalex.org/C96021297","wikidata":"https://www.wikidata.org/wiki/Q7098791","display_name":"Optic cup (embryology)","level":5,"score":0.4244644045829773},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3870636522769928},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3631086051464081},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16401514410972595},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12544876337051392},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0974956750869751},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C114696181","wikidata":"https://www.wikidata.org/wiki/Q5422650","display_name":"Eye development","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon.2019.8929252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1999194192","https://openalex.org/W2046288275","https://openalex.org/W2069893347","https://openalex.org/W2107910786","https://openalex.org/W2177654152","https://openalex.org/W2194775991","https://openalex.org/W2274287116","https://openalex.org/W2607394097","https://openalex.org/W2768357117","https://openalex.org/W2786927441","https://openalex.org/W2883975379","https://openalex.org/W2914906688","https://openalex.org/W2962835968","https://openalex.org/W2964081807","https://openalex.org/W2964350391","https://openalex.org/W6637373629","https://openalex.org/W6694260854","https://openalex.org/W6741414320"],"related_works":["https://openalex.org/W2784066334","https://openalex.org/W2779576471","https://openalex.org/W3046325364","https://openalex.org/W2531866780","https://openalex.org/W4319934953","https://openalex.org/W2177654152","https://openalex.org/W4313270309","https://openalex.org/W2301440315","https://openalex.org/W3131680944","https://openalex.org/W2942833458"],"abstract_inverted_index":{"Pathological":[0,21],"Myopia":[1],"(PM)":[2],"is":[3,16,23,30],"one":[4],"of":[5,9,27,49,64,87,131],"the":[6,13,36,62,88,106,120,129],"leading":[7],"cause":[8],"blindness":[10],"all":[11],"over":[12],"world":[14],"and":[15,38,55,69,123,126,134],"particularly":[17],"prevalent":[18],"in":[19,35],"Asia.":[20],"myopia":[22,28,66],"a":[24,77],"severe":[25],"case":[26],"which":[29],"accompanied":[31],"by":[32],"degenerative":[33],"changes":[34],"retina":[37],"can":[39],"lead":[40],"to":[41,84,90],"non":[42],"recoverable":[43],"vision":[44],"loss.":[45],"The":[46],"accurate":[47],"diagnosis":[48],"PM":[50,94,132],"will":[51],"enable":[52],"timely":[53],"intervention":[54],"better":[56],"treatment":[57],"planning.":[58],"Current":[59],"methods":[60],"for":[61,128],"detection":[63],"pathological":[65],"are":[67,117],"manual":[68],"subjective.":[70],"In":[71],"this":[72],"study,":[73],"we":[74],"have":[75,100],"developed":[76],"Convolutional":[78],"Neural":[79],"Network":[80],"(CNN)":[81],"based":[82],"system":[83],"estimate":[85],"probability/risk":[86],"patient":[89],"be":[91],"diagnosed":[92],"with":[93,109],"from":[95,105,119],"his":[96],"retinal":[97,107],"images.":[98],"We":[99],"also":[101],"segmented":[102],"optic":[103,135],"disc":[104,136],"images":[108],"novel":[110],"Residual":[111],"UNet":[112],"architecture.":[113],"Validation":[114],"data":[115],"results":[116],"evaluated":[118],"online":[121],"server":[122],"achieved":[124],"0.9973":[125],"0.901":[127],"task":[130],"classification":[133],"segmentation":[137],"respectively.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
