{"id":"https://openalex.org/W3095800655","doi":"https://doi.org/10.3390/s20216353","title":"Learning Diatoms Classification from a Dry Test Slide by Holographic Microscopy","display_name":"Learning Diatoms Classification from a Dry Test Slide by Holographic Microscopy","publication_year":2020,"publication_date":"2020-11-07","ids":{"openalex":"https://openalex.org/W3095800655","doi":"https://doi.org/10.3390/s20216353","mag":"3095800655","pmid":"https://pubmed.ncbi.nlm.nih.gov/33171757"},"language":"en","primary_location":{"id":"doi:10.3390/s20216353","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216353","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6353/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/21/6353/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064159879","display_name":"Pasquale Memmolo","orcid":"https://orcid.org/0000-0002-9607-7728"},"institutions":[{"id":"https://openalex.org/I4210091512","display_name":"Institute of Applied Science and Intelligent Systems","ror":"https://ror.org/00be3zh53","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pasquale Memmolo","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy","institution_ids":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083749288","display_name":"Pierluigi Carcagn\u00ec","orcid":"https://orcid.org/0000-0003-3447-2922"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierluigi Carcagn\u00ec","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Monteorni snc University Campus, 73100 Lecce, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Monteorni snc University Campus, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072827553","display_name":"Vittorio Bianco","orcid":"https://orcid.org/0000-0003-1956-4976"},"institutions":[{"id":"https://openalex.org/I4210091512","display_name":"Institute of Applied Science and Intelligent Systems","ror":"https://ror.org/00be3zh53","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vittorio Bianco","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1956-4976","affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy","institution_ids":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062126435","display_name":"Francesco Merola","orcid":"https://orcid.org/0000-0001-7467-2959"},"institutions":[{"id":"https://openalex.org/I4210091512","display_name":"Institute of Applied Science and Intelligent Systems","ror":"https://ror.org/00be3zh53","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Merola","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy","institution_ids":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102783913","display_name":"Andouglas Silva","orcid":"https://orcid.org/0000-0003-0579-8464"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andouglas Goncalves da Silva Junior","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078 Natal, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0579-8464","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078 Natal, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010487704","display_name":"Luiz Marcos Garcia Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-7735-5630"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luis Marcos Garcia Goncalves","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078 Natal, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7735-5630","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078 Natal, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049498911","display_name":"Pietro Ferraro","orcid":"https://orcid.org/0000-0002-0158-3856"},"institutions":[{"id":"https://openalex.org/I4210091512","display_name":"Institute of Applied Science and Intelligent Systems","ror":"https://ror.org/00be3zh53","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Ferraro","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Campi Flegrei 34, 80078 Pozzuoli, NA, Italy","institution_ids":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002571252","display_name":"Cosimo Distante","orcid":"https://orcid.org/0000-0002-1073-2390"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cosimo Distante","raw_affiliation_strings":["Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Monteorni snc University Campus, 73100 Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1073-2390","affiliations":[{"raw_affiliation_string":"Institute of Applied Sciences and Intelligent Systems (ISASI) National Research Council (CNR) of Italy, Via Monteorni snc University Campus, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5072827553"],"corresponding_institution_ids":["https://openalex.org/I4210091512","https://openalex.org/I4210155236"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":5.1968,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95441823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"20","issue":"21","first_page":"6353","last_page":"6353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9926000237464905,"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":0.9926000237464905,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6657822132110596},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6378381252288818},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5600385665893555},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5197910070419312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5177595019340515},{"id":"https://openalex.org/keywords/diatom","display_name":"Diatom","score":0.4728318154811859},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4573937654495239},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3333185911178589},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32882070541381836},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.25288644433021545},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1488056182861328}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6657822132110596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6378381252288818},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5600385665893555},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5197910070419312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5177595019340515},{"id":"https://openalex.org/C2778902744","wikidata":"https://www.wikidata.org/wiki/Q162678","display_name":"Diatom","level":2,"score":0.4728318154811859},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4573937654495239},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3333185911178589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32882070541381836},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.25288644433021545},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1488056182861328},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006696","descriptor_name":"Holography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006696","descriptor_name":"Holography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006696","descriptor_name":"Holography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","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":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":true},{"descriptor_ui":"D017377","descriptor_name":"Diatoms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D017377","descriptor_name":"Diatoms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D017377","descriptor_name":"Diatoms","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s20216353","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216353","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6353/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33171757","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33171757","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:939cebf9980c45f9a16c4d600ed33320","is_oa":true,"landing_page_url":"https://doaj.org/article/939cebf9980c45f9a16c4d600ed33320","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 21, p 6353 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/21/6353/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20216353","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 20; Issue 21; Pages: 6353","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7664373","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7664373","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20216353","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20216353","pdf_url":"https://www.mdpi.com/1424-8220/20/21/6353/pdf","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1631365481","display_name":null,"funder_award_id":"PON ARS01_01183","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3095800655.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W247117328","https://openalex.org/W1882361424","https://openalex.org/W1975843660","https://openalex.org/W1995180650","https://openalex.org/W2002114598","https://openalex.org/W2006948821","https://openalex.org/W2013079196","https://openalex.org/W2020721764","https://openalex.org/W2074784933","https://openalex.org/W2108598243","https://openalex.org/W2124396699","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2302517508","https://openalex.org/W2310650937","https://openalex.org/W2334742282","https://openalex.org/W2401520370","https://openalex.org/W2549139847","https://openalex.org/W2558462411","https://openalex.org/W2574952845","https://openalex.org/W2605076099","https://openalex.org/W2611598635","https://openalex.org/W2620557520","https://openalex.org/W2736843965","https://openalex.org/W2752782242","https://openalex.org/W2757535755","https://openalex.org/W2766119845","https://openalex.org/W2768673271","https://openalex.org/W2889672357","https://openalex.org/W2889682783","https://openalex.org/W2902186951","https://openalex.org/W2904591139","https://openalex.org/W2905050751","https://openalex.org/W2919115771","https://openalex.org/W2946901414","https://openalex.org/W2953681063","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2964299526","https://openalex.org/W2995670746","https://openalex.org/W3005494042","https://openalex.org/W3017373306","https://openalex.org/W3018080558","https://openalex.org/W3034429256","https://openalex.org/W3081733912","https://openalex.org/W3082032717","https://openalex.org/W3082250758","https://openalex.org/W6782883383"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W1488572032","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W2125830667","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620"],"abstract_inverted_index":{"Diatoms":[0],"are":[1,135,141,169],"among":[2],"the":[3,24,34,47,54,62,82,86,92,96,103,117,138,154,182,224,242,248],"dominant":[4],"phytoplankters":[5],"in":[6,131,160,217,281,285],"marine":[7,44,104,234],"and":[8,11,20,193,230,255],"freshwater":[9],"habitats,":[10],"important":[12],"biomarkers":[13],"of":[14,23,33,49,74,85,94,99,153,185,227,250,277],"water":[15,38,228,282],"quality,":[16],"making":[17],"their":[18,50,286],"identification":[19],"classification":[21,68,184],"one":[22,125,202],"current":[25],"challenges":[26],"for":[27,65,147,172],"environmental":[28,289],"monitoring.":[29],"To":[30,236],"date,":[31],"taxonomy":[32,148],"species":[35,100,216],"populating":[36],"a":[37,71,189,194,209,218,251,256],"column":[39],"is":[40,59,77,270],"still":[41],"conducted":[42],"by":[43,144,232,273],"biologists":[45],"on":[46,137,188],"basis":[48],"own":[51],"experience.":[52],"On":[53],"other":[55],"hand,":[56],"deep":[57,175],"learning":[58],"recognized":[60],"as":[61],"elective":[63],"technique":[64],"solving":[66],"image":[67,204],"problems.":[69],"However,":[70,120],"large":[72,97],"amount":[73],"training":[75,113,173],"data":[76,89],"usually":[78,142],"needed,":[79],"thus":[80,150],"requiring":[81],"synthetic":[83],"enlargement":[84],"dataset":[87],"through":[88],"augmentation.":[90],"In":[91],"case":[93],"microalgae,":[95],"variety":[98],"that":[101,114,156,165],"populate":[102],"environments":[105],"makes":[106],"it":[107],"arduous":[108],"to":[109,261],"perform":[110],"an":[111],"exhaustive":[112],"considers":[115],"all":[116],"possible":[118],"classes.":[119],"commercial":[121,210],"test":[122,167],"slides":[123,168],"containing":[124,213],"diatom":[126],"element":[127],"per":[128,205],"class":[129,206],"fixed":[130,215],"between":[132],"two":[133],"glasses":[134],"available":[136,207],"market.":[139],"These":[140],"prepared":[143],"expert":[145],"diatomists":[146],"purposes,":[149],"constituting":[151],"libraries":[152],"populations":[155],"can":[157],"be":[158],"found":[159],"oceans.":[161],"Here":[162],"we":[163,240],"show":[164],"such":[166],"very":[170],"useful":[171],"accurate":[174],"Convolutional":[176],"Neural":[177],"Networks":[178],"(CNNs).":[179],"We":[180],"demonstrate":[181],"successful":[183],"diatoms":[186,279],"based":[187],"proper":[190],"CNNs":[191],"ensemble":[192],"fully":[195],"augmented":[196],"dataset,":[197],"i.e.,":[198,284],"creation":[199],"starting":[200],"from":[201,208],"single":[203],"glass":[211],"slide":[212],"50":[214],"dry":[219],"setting.":[220],"This":[221],"approach":[222],"avoids":[223],"time-consuming":[225],"steps":[226],"sampling":[229],"labeling":[231],"skilled":[233],"biologists.":[235],"accomplish":[237],"this":[238],"goal,":[239],"exploit":[241],"holographic":[243,275],"imaging":[244,265],"modality,":[245],"which":[246],"permits":[247],"accessing":[249],"quantitative":[252],"phase-contrast":[253],"maps":[254],"posteriori":[257],"flexible":[258],"refocusing":[259],"due":[260],"its":[262],"intrinsic":[263],"3D":[264],"capability.":[266],"The":[267],"network":[268],"model":[269],"then":[271],"validated":[272],"using":[274],"recordings":[276],"live":[278],"imaged":[280],"samples":[283],"natural":[287],"wet":[288],"condition.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7}],"updated_date":"2026-05-31T08:46:17.908082","created_date":"2025-10-10T00:00:00"}
