{"id":"https://openalex.org/W3015669739","doi":"https://doi.org/10.1109/access.2020.2987206","title":"An Intelligent Low-Power Low-Cost Mobile Lab-On-Chip Yeast Cell Culture Platform","display_name":"An Intelligent Low-Power Low-Cost Mobile Lab-On-Chip Yeast Cell Culture Platform","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3015669739","doi":"https://doi.org/10.1109/access.2020.2987206","mag":"3015669739"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2987206","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987206","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063473.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063473.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075386349","display_name":"Yumin Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yumin Liao","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-5914-4813","affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101680857","display_name":"Ningmei Yu","orcid":"https://orcid.org/0000-0002-4219-8364"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningmei Yu","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419132","display_name":"Dian Tian","orcid":"https://orcid.org/0000-0002-8626-0561"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dian Tian","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337647","display_name":"Chen Wang","orcid":"https://orcid.org/0000-0003-0471-1873"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wang","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101427561","display_name":"Shuaijun Li","orcid":"https://orcid.org/0000-0002-6848-0798"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaijun Li","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101907881","display_name":"Zhengpeng Li","orcid":"https://orcid.org/0000-0001-8345-1592"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengpeng Li","raw_affiliation_strings":["School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation and Information Engineering, Xi\u2019an University of Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Automation and Information Engineering, Xi'an University of Technology, Xi'an, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5974,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.62603513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"70733","last_page":"70745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11190","display_name":"3D Printing in Biomedical Research","score":0.9986000061035156,"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/T11190","display_name":"3D Printing in Biomedical Research","score":0.9986000061035156,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7485660910606384},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5779425501823425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4710692763328552},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.44358229637145996},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4402572810649872},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.43445146083831787},{"id":"https://openalex.org/keywords/application-specific-integrated-circuit","display_name":"Application-specific integrated circuit","score":0.41393864154815674}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7485660910606384},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5779425501823425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4710692763328552},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.44358229637145996},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4402572810649872},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.43445146083831787},{"id":"https://openalex.org/C77390884","wikidata":"https://www.wikidata.org/wiki/Q217302","display_name":"Application-specific integrated circuit","level":2,"score":0.41393864154815674}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2987206","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987206","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063473.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9050d6d93fed483aacf9b45033518f37","is_oa":true,"landing_page_url":"https://doaj.org/article/9050d6d93fed483aacf9b45033518f37","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":"IEEE Access, Vol 8, Pp 70733-70745 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2987206","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2987206","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09063473.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3666751650","display_name":"\u57fa\u4e8eCMOS\u53cc\u7ebf\u9635\u56fe\u50cf\u4f20\u611f\u5668\u7684\u7247\u4e0a\u7ec6\u80de\u663e\u5fae\u6210\u50cf\u53ca\u5904\u7406\u82af\u7247\u7684\u7814\u7a76","funder_award_id":"61771388","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015669739.pdf","grobid_xml":"https://content.openalex.org/works/W3015669739.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1649192700","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1902934009","https://openalex.org/W1966372021","https://openalex.org/W1987144436","https://openalex.org/W1995372743","https://openalex.org/W2007363842","https://openalex.org/W2017369466","https://openalex.org/W2025481727","https://openalex.org/W2026882865","https://openalex.org/W2041232559","https://openalex.org/W2042065831","https://openalex.org/W2047475448","https://openalex.org/W2047725750","https://openalex.org/W2049890925","https://openalex.org/W2054520266","https://openalex.org/W2072625307","https://openalex.org/W2073506826","https://openalex.org/W2079122560","https://openalex.org/W2087096498","https://openalex.org/W2094576343","https://openalex.org/W2139433719","https://openalex.org/W2147320470","https://openalex.org/W2149534071","https://openalex.org/W2150739149","https://openalex.org/W2152103726","https://openalex.org/W2152839228","https://openalex.org/W2156723792","https://openalex.org/W2160921718","https://openalex.org/W2163692415","https://openalex.org/W2164384086","https://openalex.org/W2300242332","https://openalex.org/W2523483485","https://openalex.org/W2605431308","https://openalex.org/W2889672357","https://openalex.org/W2946813309","https://openalex.org/W2964228333","https://openalex.org/W2989607782","https://openalex.org/W4299322810","https://openalex.org/W6637373629","https://openalex.org/W6639703010","https://openalex.org/W6639824700","https://openalex.org/W6698200048","https://openalex.org/W6711716804","https://openalex.org/W6734062232"],"related_works":["https://openalex.org/W2165367082","https://openalex.org/W1972641423","https://openalex.org/W611446063","https://openalex.org/W4250295485","https://openalex.org/W4206938017","https://openalex.org/W2388299947","https://openalex.org/W4254947163","https://openalex.org/W1967064512","https://openalex.org/W2382673458","https://openalex.org/W2361380273"],"abstract_inverted_index":{"Cells":[0],"are":[1],"the":[2,9,21,29,57,61,71,82,113,139,147,157,164,186,197,202,212,215,225,232,238,248,257],"fundamental":[3],"unit":[4],"of":[5,11,24,31,37,49,74,118,149,163,217,241,250,253,259],"life":[6,13,32],"activities,":[7],"and":[8,35,41,60,78,84,98,116,127,160,194,208,224,244],"basis":[10],"studying":[12],"phenomena.":[14],"It":[15],"is":[16,142],"very":[17],"important":[18],"to":[19,144,155,256],"observe":[20],"growth":[22],"state":[23],"yeast":[25,179,191],"cells":[26],"for":[27,95,177],"exploring":[28],"law":[30],"movement,":[33],"diagnosis":[34],"treatment":[36],"diseases,":[38],"drug":[39],"screening":[40],"so":[42],"on.":[43],"This":[44],"study":[45],"proposes":[46],"a":[47,89,131,169],"kind":[48],"intelligent":[50],"low-cost":[51],"portable":[52],"cell":[53,76,192],"culture":[54,77,165,180,187,193],"platform":[55,67,188],"using":[56],"microfluidic":[58,173],"channel":[59],"special":[62],"machine":[63,150],"learning":[64,87,151],"circuit.":[65],"The":[66,182],"can":[68,111,189,236],"independently":[69],"complete":[70],"whole":[72],"work":[73],"living":[75],"monitoring.":[79],"For":[80],"realizing":[81],"reusable":[83,101],"low-power":[85,207],"deep":[86],"circuit,":[88],"complement":[90],"optimization":[91,97],"neural":[92,104],"network":[93,105],"algorithm":[94],"hardware":[96],"corresponding":[99],"multi-clock-domain":[100],"multi-level":[102,133],"precision":[103,134,148],"accelerator":[106],"circuit":[107,114],"were":[108],"proposed,":[109],"which":[110],"reduce":[112],"area":[115],"power":[117,252],"convolution":[119],"operation":[120],"in":[121,153],"all":[122],"precisions":[123],"by":[124,222],"average":[125],"18.11%":[126],"23.5%":[128],"respectively.":[129],"Besides,":[130],"dynamic":[132],"control":[135],"method":[136],"based":[137],"on":[138],"battery":[140],"level":[141],"proposed":[143],"dynamically":[145],"adjust":[146],"operation,":[152],"order":[154],"balance":[156,240],"working":[158,242,245],"time":[159,243],"segmentation":[161,199],"accuracy":[162,200,246],"platform.":[166],"In":[167],"addition,":[168],"microcolumns-based":[170],"three-port":[171],"input":[172],"structure":[174],"was":[175,220,228],"designed":[176],"better":[178],"effect.":[181],"experiment":[183],"showed":[184],"that":[185],"realize":[190],"achieve":[195,237],"almost":[196],"same":[198,233],"as":[201],"large":[203],"biological":[204],"laboratory":[205],"with":[206,211],"low-cost.":[209],"Compared":[210],"previous":[213],"work,":[214],"cost":[216],"mass":[218],"production":[219],"reduced":[221],"88.95%,":[223],"equipment":[226,254],"volume":[227],"27.1%":[229],"smaller.":[230],"At":[231],"time,":[234],"it":[235],"best":[239],"under":[247],"condition":[249],"limited":[251],"according":[255],"needs":[258],"users.":[260]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}