{"id":"https://openalex.org/W2563339394","doi":"https://doi.org/10.3390/s16122179","title":"Vision Marker-Based In Situ Examination of Bacterial Growth in Liquid Culture Media","display_name":"Vision Marker-Based In Situ Examination of Bacterial Growth in Liquid Culture Media","publication_year":2016,"publication_date":"2016-12-18","ids":{"openalex":"https://openalex.org/W2563339394","doi":"https://doi.org/10.3390/s16122179","mag":"2563339394","pmid":"https://pubmed.ncbi.nlm.nih.gov/27999349"},"language":"en","primary_location":{"id":"doi:10.3390/s16122179","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16122179","pdf_url":"https://www.mdpi.com/1424-8220/16/12/2179/pdf?version=1482214479","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/1424-8220/16/12/2179/pdf?version=1482214479","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037000390","display_name":"Kyukwang Kim","orcid":"https://orcid.org/0000-0002-0386-3712"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyukwang Kim","raw_affiliation_strings":["Urban Robotics Laboratory, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urban Robotics Laboratory, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039845236","display_name":"Duckyu Choi","orcid":"https://orcid.org/0000-0002-0050-8627"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Duckyu Choi","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea"],"raw_orcid":"https://orcid.org/0000-0002-0050-8627","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020511196","display_name":"Hwijoon Lim","orcid":"https://orcid.org/0000-0002-9872-6234"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hwijoon Lim","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002620174","display_name":"Hyeongkeun Kim","orcid":"https://orcid.org/0000-0001-8694-4659"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeongkeun Kim","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea"],"raw_orcid":"https://orcid.org/0000-0001-8694-4659","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062007761","display_name":"Jessie S. Jeon","orcid":"https://orcid.org/0000-0001-6690-5775"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jessie Jeon","raw_affiliation_strings":["Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea"],"raw_orcid":"https://orcid.org/0000-0001-6690-5775","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-ro, Daejeon 34141, Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062007761"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.8529,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75035906,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"16","issue":"12","first_page":"2179","last_page":"2179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12167","display_name":"Bacterial Identification and Susceptibility Testing","score":0.998199999332428,"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/T11393","display_name":"Biosensors and Analytical Detection","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/liquid-culture","display_name":"Liquid culture","score":0.7072100043296814},{"id":"https://openalex.org/keywords/bacterial-growth","display_name":"Bacterial growth","score":0.6989962458610535},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6441647410392761},{"id":"https://openalex.org/keywords/microbiological-culture","display_name":"Microbiological culture","score":0.5297585129737854},{"id":"https://openalex.org/keywords/in-situ","display_name":"In situ","score":0.5201416611671448},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.47999829053878784},{"id":"https://openalex.org/keywords/liquid-medium","display_name":"Liquid medium","score":0.4636261463165283},{"id":"https://openalex.org/keywords/growth-medium","display_name":"Growth medium","score":0.46230757236480713},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.44971713423728943},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4453844428062439},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4315912127494812},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.4264806807041168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.416110634803772},{"id":"https://openalex.org/keywords/microfluidics","display_name":"Microfluidics","score":0.4149456322193146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4071025252342224},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3938896954059601},{"id":"https://openalex.org/keywords/bacteria","display_name":"Bacteria","score":0.3738778531551361},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3552009165287018},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.29527872800827026},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.27952760457992554},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2445949912071228},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.23504135012626648},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20391163229942322},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10005843639373779}],"concepts":[{"id":"https://openalex.org/C2992880124","wikidata":"https://www.wikidata.org/wiki/Q1125312","display_name":"Liquid culture","level":2,"score":0.7072100043296814},{"id":"https://openalex.org/C17741926","wikidata":"https://www.wikidata.org/wiki/Q762045","display_name":"Bacterial growth","level":3,"score":0.6989962458610535},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6441647410392761},{"id":"https://openalex.org/C189539697","wikidata":"https://www.wikidata.org/wiki/Q1125312","display_name":"Microbiological culture","level":3,"score":0.5297585129737854},{"id":"https://openalex.org/C2777822432","wikidata":"https://www.wikidata.org/wiki/Q216681","display_name":"In situ","level":2,"score":0.5201416611671448},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.47999829053878784},{"id":"https://openalex.org/C2991793871","wikidata":"https://www.wikidata.org/wiki/Q575920","display_name":"Liquid medium","level":2,"score":0.4636261463165283},{"id":"https://openalex.org/C2780919596","wikidata":"https://www.wikidata.org/wiki/Q575920","display_name":"Growth medium","level":3,"score":0.46230757236480713},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.44971713423728943},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4453844428062439},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4315912127494812},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.4264806807041168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.416110634803772},{"id":"https://openalex.org/C8673954","wikidata":"https://www.wikidata.org/wiki/Q138845","display_name":"Microfluidics","level":2,"score":0.4149456322193146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4071025252342224},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3938896954059601},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.3738778531551361},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3552009165287018},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.29527872800827026},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.27952760457992554},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2445949912071228},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.23504135012626648},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20391163229942322},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10005843639373779},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003470","descriptor_name":"Culture Media","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D003470","descriptor_name":"Culture Media","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D003470","descriptor_name":"Culture Media","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D004129","descriptor_name":"Dimethylpolysiloxanes","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004129","descriptor_name":"Dimethylpolysiloxanes","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004129","descriptor_name":"Dimethylpolysiloxanes","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004926","descriptor_name":"Escherichia coli","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D004926","descriptor_name":"Escherichia coli","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D004926","descriptor_name":"Escherichia coli","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011550","descriptor_name":"Pseudomonas aeruginosa","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D011550","descriptor_name":"Pseudomonas aeruginosa","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D011550","descriptor_name":"Pseudomonas aeruginosa","qualifier_ui":"Q000254","qualifier_name":"growth & development","is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056656","descriptor_name":"Lab-On-A-Chip Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056656","descriptor_name":"Lab-On-A-Chip Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056656","descriptor_name":"Lab-On-A-Chip Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s16122179","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16122179","pdf_url":"https://www.mdpi.com/1424-8220/16/12/2179/pdf?version=1482214479","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:27999349","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27999349","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:ca18ed3f7d5e46e490e3596db127e0a6","is_oa":true,"landing_page_url":"https://doaj.org/article/ca18ed3f7d5e46e490e3596db127e0a6","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 16, Iss 12, p 2179 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/16/12/2179/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s16122179","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 16; Issue 12; Pages: 2179","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5191158","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5191158","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/s16122179","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s16122179","pdf_url":"https://www.mdpi.com/1424-8220/16/12/2179/pdf?version=1482214479","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":[{"display_name":"Partnerships for the goals","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324161","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2563339394.pdf","grobid_xml":"https://content.openalex.org/works/W2563339394.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1515343562","https://openalex.org/W1969040490","https://openalex.org/W1993903946","https://openalex.org/W2025168195","https://openalex.org/W2043471792","https://openalex.org/W2079876207","https://openalex.org/W2133987758","https://openalex.org/W2465789839","https://openalex.org/W2762552345","https://openalex.org/W3147399941","https://openalex.org/W6745265649","https://openalex.org/W6793116200"],"related_works":["https://openalex.org/W2058034542","https://openalex.org/W2352332426","https://openalex.org/W2371157698","https://openalex.org/W23768812","https://openalex.org/W2078732571","https://openalex.org/W3130544123","https://openalex.org/W21239863","https://openalex.org/W1986589011","https://openalex.org/W1494839399","https://openalex.org/W3130270933"],"abstract_inverted_index":{"The":[0,46,90],"detection":[1,37,101,143],"of":[2,19,48,71,86,111,156,172],"bacterial":[3,20,49,55,112],"growth":[4,50,56,100,175],"in":[5,12,57,78,81,108,141,153],"liquid":[6],"media":[7],"is":[8,51,66,103],"an":[9,183],"essential":[10],"process":[11],"determining":[13],"antibiotic":[14],"susceptibility":[15],"or":[16,24,165],"the":[17,54,58,62,69,72,75,82,87,95,106,109,118,122,126,154,161,169,173],"level":[18],"presence":[21],"for":[22,188,192],"clinical":[23],"research":[25],"purposes.":[26],"We":[27,145],"have":[28],"developed":[29,134],"a":[30,39,42,79,139],"system,":[31],"which":[32,65],"enables":[33],"simplified":[34],"and":[35,41,74,114,129,185],"automated":[36,127],"using":[38],"camera":[40],"striped":[43],"pattern":[44],"marker.":[45],"quantification":[47],"possible":[52],"as":[53,138,160,182],"culturing":[59],"vessel":[60],"blurs":[61],"marker":[63,88],"image,":[64],"placed":[67],"on":[68],"back":[70],"vessel,":[73],"blurring":[76],"results":[77,92],"decrease":[80],"high-frequency":[83],"spectrum":[84],"region":[85],"image.":[89],"experiment":[91],"show":[93],"that":[94,147],"FFT":[96],"(fast":[97],"Fourier":[98],"transform)-based":[99],"method":[102,177,187],"robust":[104],"to":[105,121,135],"variations":[107],"type":[110],"carrier":[113],"vessels":[115],"ranging":[116],"from":[117],"culture":[119],"tubes":[120],"microfluidic":[123],"devices.":[124],"Moreover,":[125],"incubator":[128],"image":[130],"acquisition":[131],"system":[132],"are":[133],"be":[136,151,179],"used":[137],"comprehensive":[140],"situ":[142],"system.":[144],"expect":[146],"this":[148],"result":[149],"can":[150],"applied":[152],"automation":[155],"biological":[157],"experiments,":[158],"such":[159],"Antibiotics":[162],"Susceptibility":[163],"Test":[164],"toxicity":[166],"measurement.":[167],"Furthermore,":[168],"simple":[170],"framework":[171],"proposed":[174],"measurement":[176],"may":[178],"further":[180],"utilized":[181],"effective":[184],"convenient":[186],"building":[189],"point-of-care":[190],"devices":[191],"developing":[193],"countries.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
