{"id":"https://openalex.org/W6893144192","doi":"https://doi.org/10.5281/zenodo.15479902","title":"ML-Driven Ornamental Fish Disease Detection","display_name":"ML-Driven Ornamental Fish Disease Detection","publication_year":2025,"publication_date":"2025-05-21","ids":{"openalex":"https://openalex.org/W6893144192","doi":"https://doi.org/10.5281/zenodo.15479902"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15479902","doi":"https://doi.org/10.5281/zenodo.15479902","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15479902","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},"volume":null,"type":"conference-paper","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15479902","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"George, Jeswin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"George, Jeswin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133572623","display_name":"Merin Chacko","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chacko, Merin","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7902-7657","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.52633949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10506","display_name":"Aquaculture disease management and microbiota","score":0.011699999682605267,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.010499999858438969,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ornamental-fish","display_name":"ornamental fish","score":0.8600000143051147},{"id":"https://openalex.org/keywords/fish-disease-detection","display_name":"fish disease detection","score":0.921999990940094},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.8569999933242798},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.6715999841690063},{"id":"https://openalex.org/C74103781","wikidata":"https://www.wikidata.org/wiki/Q199182","display_name":"Ornamental plant","level":2,"score":0.6176999807357788},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5791000127792358},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.43959999084472656},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4275999963283539},{"id":"https://openalex.org/C2993729017","wikidata":"https://www.wikidata.org/wiki/Q1265665","display_name":"Fish pond","level":3,"score":0.39980000257492065},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3953999876976013},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.38940000534057617},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3571999967098236},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.34049999713897705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33570000529289246},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2770000100135803},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C2992243407","wikidata":"https://www.wikidata.org/wiki/Q525512","display_name":"Disease transmission","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.15479902","doi":"https://doi.org/10.5281/zenodo.15479902","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15479902","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ConferencePaper"},{"id":"doi:10.5281/zenodo.15479903","doi":"https://doi.org/10.5281/zenodo.15479903","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15479903","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15479902","doi":"https://doi.org/10.5281/zenodo.15479902","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15479902","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Abstract\u2014":[0],"Fish":[1],"ornamentation":[2],"is":[3,13],"a":[4,117,201,209],"successful":[5],"hobby,":[6],"but":[7,142],"one":[8],"of":[9,17,69,76,151,187,193],"its":[10],"greatest":[11],"challenges":[12],"maintaining":[14],"the":[15,149,162,167,169,175,185,191],"health":[16],"Aquarium":[18],"fish":[19,49,57,71],".":[20],"Diseases":[21],"easily":[22],"spread,":[23],"leading":[24],"to":[25,45,111,128,139,153,199],"massive":[26],"losses":[27],"and":[28,32,58,85,92,98,101,119,161,174,178,208],"suffering":[29],"for":[30,94,122,205,212],"hobbyists":[31],"breeders":[33],"alike.":[34],"This":[35,131],"project":[36,132],"addresses":[37],"this":[38,63,107],"need":[39],"by":[40],"applying":[41],"machine":[42],"learning":[43],"technology":[44,152],"an":[46,136],"online":[47,188],"ornamental":[48,155],"platform":[50],"where":[51],"users":[52,164],"can":[53,66],"diagnose":[54],"disease":[55,114,195],"in":[56,126],"plants":[59,73],"from":[60,124],"images.":[61],"With":[62,106],"feature,":[64],"customers":[65],"upload":[67],"pictures":[68],"their":[70],"or":[72,82],"with":[74,190],"signs":[75],"sickness,":[77],"like":[78],"strange":[79],"spots,":[80],"color,":[81],"torn":[83],"fins":[84],"leaves.":[86],"A":[87],"model":[88],"examines":[89],"these":[90],"photos,":[91],"looks":[93],"some":[95,102],"common":[96],"diseases,":[97],"provides":[99],"diagnosis":[100],"suggestions":[103],"on":[104,145,148],"prevention.":[105],"service,":[108],"we":[109,197],"aim":[110,198],"speed":[112],"up":[113],"detection":[115],"into":[116],"simple":[118],"faster":[120],"process":[121],"everyone,":[123],"beginners":[125],"aquariums":[127],"professional":[129],"aquarists.":[130],"not":[133],"only":[134],"adds":[135],"educational":[137],"contribution":[138],"our":[140],"site":[141],"also":[143],"builds":[144],"existing":[146],"research":[147],"use":[150],"improve":[154],"fishkeeping.":[156],"The":[157],"longer":[158],"it":[159,171,180],"operates,":[160],"more":[163,176],"that":[165],"utilize":[166],"system,":[168],"better":[170,210],"will":[172,181],"become":[173],"accurate":[177],"dependable":[179],"be.":[182],"By":[183],"merging":[184],"convenience":[186],"shopping":[189],"capability":[192],"AI-powered":[194],"diagnosis,":[196],"provide":[200],"healthier,":[202],"safer":[203],"habitat":[204],"aquatic":[206],"life":[207],"experience":[211],"those":[213],"who":[214],"love":[215],"them.":[216]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-10T00:00:00"}