{"id":"https://openalex.org/W2805062941","doi":"https://doi.org/10.1109/isbi.2018.8363849","title":"Weakly supervised fluid filled region localization in retinal OCT scans","display_name":"Weakly supervised fluid filled region localization in retinal OCT scans","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2805062941","doi":"https://doi.org/10.1109/isbi.2018.8363849","mag":"2805062941"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2018.8363849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","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/A5008464830","display_name":"ShahRukh Athar","orcid":"https://orcid.org/0000-0002-8871-669X"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"ShahRukh Athar","raw_affiliation_strings":["Skolkovo Institute of Science and Technology, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000338026","display_name":"Abhishek Vahadane","orcid":"https://orcid.org/0000-0003-2361-2600"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Vahadane","raw_affiliation_strings":["SigTuple Technologies, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SigTuple Technologies, Bengaluru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056315092","display_name":"Ameya Joshi","orcid":"https://orcid.org/0000-0003-1211-3945"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ameya Joshi","raw_affiliation_strings":["SigTuple Technologies, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SigTuple Technologies, Bengaluru, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028431859","display_name":"Tathagato Rai Dastidar","orcid":"https://orcid.org/0000-0002-8223-1333"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tathagato Rai Dastidar","raw_affiliation_strings":["SigTuple Technologies, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SigTuple Technologies, Bengaluru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1106,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78602754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1467","last_page":"1470"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9861999750137329,"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/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.7910677194595337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7150834798812866},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7139964699745178},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6743418574333191},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.6670348048210144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6667623519897461},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5321981310844421},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.5124703049659729},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39948582649230957},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17368847131729126},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.16879579424858093},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09800654649734497},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08951637148857117}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.7910677194595337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7150834798812866},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7139964699745178},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6743418574333191},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.6670348048210144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6667623519897461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5321981310844421},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.5124703049659729},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39948582649230957},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17368847131729126},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.16879579424858093},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09800654649734497},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08951637148857117},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2018.8363849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1422227952","https://openalex.org/W1522301498","https://openalex.org/W1836465849","https://openalex.org/W2041625018","https://openalex.org/W2085984701","https://openalex.org/W2295107390","https://openalex.org/W2589074029","https://openalex.org/W2624413595","https://openalex.org/W2728648333","https://openalex.org/W2949117887","https://openalex.org/W2963446712","https://openalex.org/W2963454111","https://openalex.org/W2964121744","https://openalex.org/W4293765789","https://openalex.org/W6631190155","https://openalex.org/W6638444622","https://openalex.org/W6638667902","https://openalex.org/W6697443983","https://openalex.org/W6725739302","https://openalex.org/W6728377101","https://openalex.org/W6739879593"],"related_works":["https://openalex.org/W4247543202","https://openalex.org/W4243456421","https://openalex.org/W2417397217","https://openalex.org/W1014602304","https://openalex.org/W1033756233","https://openalex.org/W2119498694","https://openalex.org/W1977334515","https://openalex.org/W2037746501","https://openalex.org/W2093210804","https://openalex.org/W1993625448"],"abstract_inverted_index":{"Retinal":[0],"Optical":[1],"Coherence":[2],"Tomography":[3],"(OCT)":[4],"scans":[5,14,35,58],"are":[6],"an":[7,74],"important":[8],"diagnostic":[9],"tool":[10],"for":[11,22],"ophthalmologists.":[12],"These":[13],"provide":[15],"a":[16,37,47,60,78,120,132],"cross-sectional":[17],"view":[18],"of":[19,30,76,125,135],"the":[20,94,116],"retina":[21],"ophthalmologists":[23],"to":[24,49,88],"detect":[25],"abnormalities.":[26],"A":[27],"common":[28],"type":[29],"abnormality":[31],"found":[32,102],"in":[33],"these":[34],"is":[36,69],"Fluid":[38],"Filled":[39],"Region":[40],"(FFR).":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"present":[46],"method":[48],"simultaneously":[50],"classify":[51],"and":[52,97,108,131],"localize":[53],"FFRs":[54,81],"within":[55],"retinal":[56],"OCT":[57],"using":[59,105],"specialized":[61],"Convolutional":[62],"Neural":[63],"Network":[64],"(CNN).":[65],"The":[66],"training":[67],"data":[68],"weakly":[70],"labeled,":[71],"with":[72,119],"only":[73],"indication":[75],"whether":[77],"scan":[79],"contains":[80],"or":[82],"not.":[83],"We":[84,100],"compare":[85],"different":[86],"architectures":[87,104],"see":[89],"which":[90],"ones":[91],"give":[92,114],"us":[93,115],"best":[95,117],"localization":[96],"classification":[98,133],"metrics.":[99],"have":[101],"that":[103],"Dense":[106],"Blocks":[107],"Scaled":[109],"Exponential":[110],"Unit":[111],"(SeLU)":[112],"activations":[113],"localizations":[118],"Mean":[121],"Average":[122],"Precision":[123],"(mAP)":[124],"0.75":[126],"on":[127],"true":[128],"positive":[129],"images":[130],"accuracy":[134],"94.8%.":[136]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
