{"id":"https://openalex.org/W2144771874","doi":"https://doi.org/10.1186/1471-2105-14-115","title":"PlanktoVision - an automated analysis system for the identification of phytoplankton","display_name":"PlanktoVision - an automated analysis system for the identification of phytoplankton","publication_year":2013,"publication_date":"2013-03-27","ids":{"openalex":"https://openalex.org/W2144771874","doi":"https://doi.org/10.1186/1471-2105-14-115","mag":"2144771874","pmid":"https://pubmed.ncbi.nlm.nih.gov/23537512"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-14-115","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-14-115","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-115","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-115","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034467403","display_name":"Katja Schulze","orcid":"https://orcid.org/0000-0003-3704-5651"},"institutions":[{"id":"https://openalex.org/I38517508","display_name":"Technical University of Applied Sciences Wildau","ror":"https://ror.org/00k62pe27","country_code":"DE","type":"education","lineage":["https://openalex.org/I38517508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Katja Schulze","raw_affiliation_strings":["Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau 15745, Germany. katja.schulze@stud-mail.uni-wuerzburg.de","Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau, 15745, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau 15745, Germany. katja.schulze@stud-mail.uni-wuerzburg.de","institution_ids":["https://openalex.org/I38517508"]},{"raw_affiliation_string":"Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau, 15745, Germany","institution_ids":["https://openalex.org/I38517508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011489375","display_name":"Ulrich M. Tillich","orcid":null},"institutions":[{"id":"https://openalex.org/I38517508","display_name":"Technical University of Applied Sciences Wildau","ror":"https://ror.org/00k62pe27","country_code":"DE","type":"education","lineage":["https://openalex.org/I38517508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ulrich M Tillich","raw_affiliation_strings":["Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau, 15745, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau, 15745, Germany","institution_ids":["https://openalex.org/I38517508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086202312","display_name":"Thomas Dandekar","orcid":"https://orcid.org/0000-0003-1886-7625"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Dandekar","raw_affiliation_strings":["Bioinformatics, University of Wuerzburg, Biocenter, Am Hubland, Wuerzburg, 97074, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioinformatics, University of Wuerzburg, Biocenter, Am Hubland, Wuerzburg, 97074, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026608305","display_name":"Marcus Frohme","orcid":"https://orcid.org/0000-0001-9063-2682"},"institutions":[{"id":"https://openalex.org/I38517508","display_name":"Technical University of Applied Sciences Wildau","ror":"https://ror.org/00k62pe27","country_code":"DE","type":"education","lineage":["https://openalex.org/I38517508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcus Frohme","raw_affiliation_strings":["Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau, 15745, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biotechnology and Functional Genomics, Technical University of Applied Sciences, Bahnhofstra\u00dfe, Wildau, 15745, Germany","institution_ids":["https://openalex.org/I38517508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034467403"],"corresponding_institution_ids":["https://openalex.org/I38517508"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":1542,"currency":"EUR","value_usd":1663},"fwci":3.7223,"has_fulltext":true,"cited_by_count":70,"citation_normalized_percentile":{"value":0.9216557,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"115","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.5042999982833862,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.5042999982833862,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10236","display_name":"Aquatic Ecosystems and Phytoplankton Dynamics","score":0.06859999895095825,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"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/T10032","display_name":"Marine and coastal ecosystems","score":0.05559999868273735,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6329557299613953},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6177189350128174},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5665544271469116},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.558003842830658},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.46518033742904663},{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.4535539746284485},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4249926507472992},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41920092701911926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3967874050140381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3813311755657196},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22348198294639587},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2186061441898346},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.17973574995994568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6329557299613953},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6177189350128174},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5665544271469116},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.558003842830658},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.46518033742904663},{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.4535539746284485},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4249926507472992},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41920092701911926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3967874050140381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3813311755657196},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22348198294639587},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2186061441898346},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.17973574995994568},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010839","descriptor_name":"Phytoplankton","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D010839","descriptor_name":"Phytoplankton","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D010839","descriptor_name":"Phytoplankton","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D010839","descriptor_name":"Phytoplankton","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/1471-2105-14-115","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-14-115","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-115","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:23537512","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23537512","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":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:europepmc.org:2631843","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3636010","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:kobv.de-opus4-th-wildau:636","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:kobv:526-opus4-6364","pdf_url":null,"source":{"id":"https://openalex.org/S4306400195","display_name":"TH Wildau (Technical University of Applied Sciences Wildau)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I38517508","host_organization_name":"Technical University of Applied Sciences Wildau","host_organization_lineage":["https://openalex.org/I38517508"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, 14, 115, S. 10","raw_type":"article"},{"id":"pmh:oai:opus.bibliothek.uni-wuerzburg.de:9639","is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/9639","pdf_url":null,"source":{"id":"https://openalex.org/S4306401635","display_name":"Online Publication Service of W\u00fcrzburg University (W\u00fcrzburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I25974101","host_organization_name":"University of W\u00fcrzburg","host_organization_lineage":["https://openalex.org/I25974101"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-14-115","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-14-115","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-14-115","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2144771874.pdf","grobid_xml":"https://content.openalex.org/works/W2144771874.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W197326900","https://openalex.org/W247117328","https://openalex.org/W1511732006","https://openalex.org/W1516189307","https://openalex.org/W1529005719","https://openalex.org/W1540070193","https://openalex.org/W1774232365","https://openalex.org/W1963858277","https://openalex.org/W1977450379","https://openalex.org/W1982964233","https://openalex.org/W2003287073","https://openalex.org/W2005912592","https://openalex.org/W2009310038","https://openalex.org/W2016865110","https://openalex.org/W2019501926","https://openalex.org/W2034318711","https://openalex.org/W2044465660","https://openalex.org/W2049489886","https://openalex.org/W2051688318","https://openalex.org/W2089072974","https://openalex.org/W2096579040","https://openalex.org/W2096718134","https://openalex.org/W2099540110","https://openalex.org/W2100587772","https://openalex.org/W2125273662","https://openalex.org/W2127722806","https://openalex.org/W2135994945","https://openalex.org/W2143908786","https://openalex.org/W2145624745","https://openalex.org/W2147654460","https://openalex.org/W2159498975","https://openalex.org/W2160619892","https://openalex.org/W2476247694","https://openalex.org/W2482057477","https://openalex.org/W2606247199","https://openalex.org/W2750074375","https://openalex.org/W2948530060"],"related_works":["https://openalex.org/W2727882364","https://openalex.org/W2515150038","https://openalex.org/W2018570418","https://openalex.org/W2314303387","https://openalex.org/W2384073316","https://openalex.org/W2375532439","https://openalex.org/W1919712243","https://openalex.org/W2128605576","https://openalex.org/W4364375349","https://openalex.org/W1522196789"],"abstract_inverted_index":{"BACKGROUND:":[0],"Phytoplankton":[1],"communities":[2],"are":[3],"often":[4],"used":[5],"as":[6,26,184],"a":[7,43,84,90,131],"marker":[8],"for":[9,45,55,93],"the":[10,56,62,73,76,79,81,94,144,152,170,195],"determination":[11],"of":[12,37,59,64,75,83,87,96,102,107,118,125,172,197],"fresh":[13],"water":[14,198],"quality.":[15],"The":[16,35,105,127,147,179],"routine":[17],"analysis,":[18],"however,":[19],"is":[20,28,40,182,188],"very":[21],"time":[22],"consuming":[23],"and":[24,66,89,120,151,169,187,202],"expensive":[25],"it":[27,138],"carried":[29],"out":[30],"manually":[31],"by":[32,61],"trained":[33],"personnel.":[34],"goal":[36],"this":[38],"work":[39],"to":[41,139,190,192],"develop":[42],"system":[44,54,129],"an":[46,114,121],"automated":[47,57,149],"analysis.":[48],"RESULTS:":[49],"A":[50],"novel":[51],"open":[52,154],"source":[53,155],"recognition":[58,116],"phytoplankton":[60],"use":[63],"microscopy":[65,150],"image":[67,156],"analysis":[68,106,157,196],"was":[69],"developed.":[70],"It":[71],"integrates":[72],"segmentation":[74],"organisms":[77,98],"from":[78],"background,":[80],"calculation":[82],"large":[85],"range":[86],"features,":[88],"neural":[91],"network":[92],"classification":[95,159],"imaged":[97],"into":[99],"different":[100,111],"groups":[101],"plankton":[103],"taxa.":[104],"samples":[108],"containing":[109],"10":[110],"taxa":[112,142],"showed":[113],"average":[115,122],"rate":[117,124],"94.7%":[119],"error":[123],"5.5%.":[126],"presented":[128],"has":[130],"flexible":[132],"framework":[133],"which":[134],"easily":[135],"allows":[136],"expanding":[137],"include":[140],"additional":[141],"in":[143],"future.":[145],"CONCLUSIONS:":[146],"implemented":[148],"new":[153],"system--PlanktoVision--showed":[158],"results":[160],"that":[161],"were":[162],"comparable":[163],"or":[164],"better":[165],"than":[166],"existing":[167],"systems":[168],"exclusion":[171],"non-plankton":[173],"particles":[174],"could":[175],"be":[176],"greatly":[177],"improved.":[178],"software":[180,186],"package":[181],"published":[183],"free":[185],"available":[189],"anyone":[191],"help":[193],"make":[194],"quality":[199],"more":[200],"reproducible":[201],"cost":[203],"effective.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}