{"id":"https://openalex.org/W2888231818","doi":"https://doi.org/10.3390/s18092789","title":"Colony Fingerprint-Based Discrimination of Staphylococcus species with Machine Learning Approaches","display_name":"Colony Fingerprint-Based Discrimination of Staphylococcus species with Machine Learning Approaches","publication_year":2018,"publication_date":"2018-08-24","ids":{"openalex":"https://openalex.org/W2888231818","doi":"https://doi.org/10.3390/s18092789","mag":"2888231818","pmid":"https://pubmed.ncbi.nlm.nih.gov/30149555"},"language":"en","primary_location":{"id":"doi:10.3390/s18092789","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18092789","pdf_url":"https://www.mdpi.com/1424-8220/18/9/2789/pdf?version=1535109709","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/1424-8220/18/9/2789/pdf?version=1535109709","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014777775","display_name":"Yoshiaki Maeda","orcid":"https://orcid.org/0000-0001-9206-2601"},"institutions":[{"id":"https://openalex.org/I4210111488","display_name":"Life Science Institute","ror":"https://ror.org/01yeyd808","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210111488"]},{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiaki Maeda","raw_affiliation_strings":["Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040523243","display_name":"Yui Sugiyama","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111488","display_name":"Life Science Institute","ror":"https://ror.org/01yeyd808","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210111488"]},{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yui Sugiyama","raw_affiliation_strings":["Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000852560","display_name":"Atsushi Kogiso","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111488","display_name":"Life Science Institute","ror":"https://ror.org/01yeyd808","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210111488"]},{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Atsushi Kogiso","raw_affiliation_strings":["Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103817175","display_name":"Tae-Kyu Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136457","display_name":"Shibuya (Japan)","ror":"https://ror.org/03t1ztz45","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210136457"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tae-Kyu Lim","raw_affiliation_strings":["Malcom Co., Ltd., 4-15-10, Honmachi, Shibuya-ku, Tokyo 151-0071, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Malcom Co., Ltd., 4-15-10, Honmachi, Shibuya-ku, Tokyo 151-0071, Japan","institution_ids":["https://openalex.org/I4210136457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102177147","display_name":"Manabu Harada","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136457","display_name":"Shibuya (Japan)","ror":"https://ror.org/03t1ztz45","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210136457"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manabu Harada","raw_affiliation_strings":["Malcom Co., Ltd., 4-15-10, Honmachi, Shibuya-ku, Tokyo 151-0071, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Malcom Co., Ltd., 4-15-10, Honmachi, Shibuya-ku, Tokyo 151-0071, Japan","institution_ids":["https://openalex.org/I4210136457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065419784","display_name":"Tomoko Yoshino","orcid":"https://orcid.org/0000-0002-4505-2774"},"institutions":[{"id":"https://openalex.org/I4210111488","display_name":"Life Science Institute","ror":"https://ror.org/01yeyd808","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210111488"]},{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoko Yoshino","raw_affiliation_strings":["Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086989656","display_name":"Tadashi Matsunaga","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]},{"id":"https://openalex.org/I4210111488","display_name":"Life Science Institute","ror":"https://ror.org/01yeyd808","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210111488"]},{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadashi Matsunaga","raw_affiliation_strings":["Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","Waseda Research Institute for Science and Engineering, Waseda University, 3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"]},{"raw_affiliation_string":"Waseda Research Institute for Science and Engineering, Waseda University, 3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028521561","display_name":"Tsuyoshi Tanaka","orcid":"https://orcid.org/0000-0003-2601-2256"},"institutions":[{"id":"https://openalex.org/I4210111488","display_name":"Life Science Institute","ror":"https://ror.org/01yeyd808","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210111488"]},{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tsuyoshi Tanaka","raw_affiliation_strings":["Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2601-2256","affiliations":[{"raw_affiliation_string":"Division of Biotechnology and Life Science, Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16, Naka-cho, Koganei, Tokyo 184-8588, Japan","institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028521561"],"corresponding_institution_ids":["https://openalex.org/I4210111488","https://openalex.org/I92614990"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.9213,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87310524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"18","issue":"9","first_page":"2789","last_page":"2789"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9983000159263611,"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":0.9983000159263611,"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/T12167","display_name":"Bacterial Identification and Susceptibility Testing","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1308","display_name":"Clinical Biochemistry"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9976999759674072,"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/staphylococcus-aureus","display_name":"Staphylococcus aureus","score":0.6423954367637634},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.6254774332046509},{"id":"https://openalex.org/keywords/staphylococcus","display_name":"Staphylococcus","score":0.4813697934150696},{"id":"https://openalex.org/keywords/staphylococcus-saprophyticus","display_name":"Staphylococcus saprophyticus","score":0.47269394993782043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4630574882030487},{"id":"https://openalex.org/keywords/dna-profiling","display_name":"DNA profiling","score":0.4486876428127289},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4459894597530365},{"id":"https://openalex.org/keywords/staphylococcus-epidermidis","display_name":"Staphylococcus epidermidis","score":0.4305139482021332},{"id":"https://openalex.org/keywords/microbiology","display_name":"Microbiology","score":0.41902562975883484},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2718448042869568},{"id":"https://openalex.org/keywords/bacteria","display_name":"Bacteria","score":0.25215184688568115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.12520545721054077}],"concepts":[{"id":"https://openalex.org/C2779489039","wikidata":"https://www.wikidata.org/wiki/Q188121","display_name":"Staphylococcus aureus","level":3,"score":0.6423954367637634},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.6254774332046509},{"id":"https://openalex.org/C2779288629","wikidata":"https://www.wikidata.org/wiki/Q199695","display_name":"Staphylococcus","level":4,"score":0.4813697934150696},{"id":"https://openalex.org/C2776580751","wikidata":"https://www.wikidata.org/wiki/Q1708986","display_name":"Staphylococcus saprophyticus","level":5,"score":0.47269394993782043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4630574882030487},{"id":"https://openalex.org/C79386861","wikidata":"https://www.wikidata.org/wiki/Q476697","display_name":"DNA profiling","level":3,"score":0.4486876428127289},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4459894597530365},{"id":"https://openalex.org/C2777949923","wikidata":"https://www.wikidata.org/wiki/Q131915","display_name":"Staphylococcus epidermidis","level":4,"score":0.4305139482021332},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.41902562975883484},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2718448042869568},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.25215184688568115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12520545721054077},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s18092789","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18092789","pdf_url":"https://www.mdpi.com/1424-8220/18/9/2789/pdf?version=1535109709","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:30149555","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30149555","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:27ffe3e4d6ce416aaa8abf0e6acdb07f","is_oa":true,"landing_page_url":"https://doaj.org/article/27ffe3e4d6ce416aaa8abf0e6acdb07f","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 18, Iss 9, p 2789 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5125826","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6163207","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/9/2789/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18092789","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","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6163207","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6163207","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/s18092789","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18092789","pdf_url":"https://www.mdpi.com/1424-8220/18/9/2789/pdf?version=1535109709","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":[{"id":"https://metadata.un.org/sdg/10","score":0.4300000071525574,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317996","display_name":"Tokyo Metropolitan Small and Medium Enterprise Support Center","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888231818.pdf","grobid_xml":"https://content.openalex.org/works/W2888231818.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1570826926","https://openalex.org/W1575659531","https://openalex.org/W1612501576","https://openalex.org/W1693155018","https://openalex.org/W1970935025","https://openalex.org/W1978018172","https://openalex.org/W1980350579","https://openalex.org/W1981901026","https://openalex.org/W1982950807","https://openalex.org/W2003581588","https://openalex.org/W2030673735","https://openalex.org/W2030954759","https://openalex.org/W2033904296","https://openalex.org/W2035322373","https://openalex.org/W2037067840","https://openalex.org/W2044311196","https://openalex.org/W2057847565","https://openalex.org/W2058526079","https://openalex.org/W2099540110","https://openalex.org/W2129425742","https://openalex.org/W2133059825","https://openalex.org/W2155521443","https://openalex.org/W2161841990","https://openalex.org/W2166659140","https://openalex.org/W2170039806","https://openalex.org/W2229535170","https://openalex.org/W2258261826","https://openalex.org/W2277724897","https://openalex.org/W2292886240","https://openalex.org/W2582743722","https://openalex.org/W2600640195","https://openalex.org/W2605150979","https://openalex.org/W2608252047","https://openalex.org/W4247575823","https://openalex.org/W6680096826"],"related_works":["https://openalex.org/W2131916988","https://openalex.org/W2419405197","https://openalex.org/W12422523","https://openalex.org/W1546649901","https://openalex.org/W2351503122","https://openalex.org/W2094869778","https://openalex.org/W2381486101","https://openalex.org/W3173933238","https://openalex.org/W2334329819","https://openalex.org/W1969119265"],"abstract_inverted_index":{"Detection":[0],"and":[1,16,18,26,33,51,61,137,167,186,211],"discrimination":[2,55,75,194,199,215,228,248],"of":[3,11,56,90,93,103,121,125,145,158,163,195,229,249],"bacteria":[4],"are":[5,27,59],"crucial":[6],"in":[7,30,67,108,217,232],"a":[8,73,101,116,176,233],"wide":[9],"range":[10],"industries,":[12],"including":[13],"clinical":[14,31],"testing,":[15],"food":[17,34],"beverage":[19],"production.":[20],"Staphylococcus":[21,57,127,250],"species":[22,84],"cause":[23],"various":[24],"diseases,":[25],"frequently":[28],"detected":[29],"specimens":[32],"products.":[35],"In":[36],"particular,":[37],"S.":[38,131,133,135,138,230],"aureus":[39,231],"is":[40,245],"well":[41],"known":[42],"to":[43,96,105,220],"be":[44,204],"the":[45,68,87,91,122,142,146,161,164],"most":[46],"pathogenic":[47],"species.":[48],"Conventional":[49],"phenotypic":[50],"genotypic":[52],"methods":[53],"for":[54,193,247],"spp.":[58,128,251],"time-consuming":[60],"labor-intensive.":[62],"To":[63],"address":[64],"this":[65],"issue,":[66],"present":[69],"study,":[70],"we":[71,224],"applied":[72],"novel":[74],"methodology":[76],"called":[77],"colony":[78,98,111,123,147,201,243],"fingerprinting.":[79],"Colony":[80],"fingerprinting":[81,202,244],"discriminates":[82],"bacterial":[83],"based":[85],"on":[86,209],"multivariate":[88],"analysis":[89],"images":[92],"microcolonies":[94],"(referred":[95],"as":[97],"fingerprints)":[99],"with":[100,236],"size":[102],"up":[104],"250":[106],"\u03bcm":[107],"diameter.":[109],"The":[110],"fingerprints":[112,124,148],"were":[113],"obtained":[114],"via":[115],"lens-less":[117],"imaging":[118],"system.":[119],"Profiling":[120],"five":[126],"(S.":[129],"aureus,":[130],"epidermidis,":[132],"haemolyticus,":[134],"saprophyticus,":[136],"simulans)":[139],"revealed":[140],"that":[141,242],"central":[143,165],"regions":[144],"showed":[149,190],"species-specific":[150],"patterns.":[151],"We":[152],"developed":[153],"14":[154],"discriminative":[155],"parameters,":[156],"some":[157],"which":[159],"highlight":[160],"features":[162],"regions,":[166],"analyzed":[168],"them":[169],"by":[170,200],"several":[171],"machine":[172,184],"learning":[173],"approaches.":[174],"As":[175],"result,":[177],"artificial":[178],"neural":[179],"network":[180],"(ANN),":[181],"support":[182],"vector":[183],"(SVM),":[185],"random":[187],"forest":[188],"(RF)":[189],"high":[191],"performance":[192],"theses":[196],"bacteria.":[197],"Bacterial":[198],"can":[203,213],"performed":[205],"within":[206],"11":[207],"h,":[208],"average,":[210],"therefore":[212],"cut":[214],"time":[216],"half":[218],"compared":[219],"conventional":[221],"methods.":[222],"Moreover,":[223],"also":[225],"successfully":[226],"demonstrated":[227],"mixed":[234],"culture":[235],"Pseudomonas":[237],"aeruginosa.":[238],"These":[239],"results":[240],"suggest":[241],"useful":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2018-08-31T00:00:00"}
