{"id":"https://openalex.org/W4402510715","doi":"https://doi.org/10.1109/rcar61438.2024.10670877","title":"A Transformer Network Based on Taylor Expansion for Generating Phase Contrast Images of Adherent Cells","display_name":"A Transformer Network Based on Taylor Expansion for Generating Phase Contrast Images of Adherent Cells","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4402510715","doi":"https://doi.org/10.1109/rcar61438.2024.10670877"},"language":"en","primary_location":{"id":"doi:10.1109/rcar61438.2024.10670877","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rcar61438.2024.10670877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Real-time Computing and Robotics (RCAR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108275613","display_name":"Yongquan Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongquan Guo","raw_affiliation_strings":["University of Jinan,Institute of Information Science and Engineering,Jinan,China,250024"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Institute of Information Science and Engineering,Jinan,China,250024","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023392508","display_name":"Jintu Zheng","orcid":"https://orcid.org/0009-0003-3865-099X"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jintu Zheng","raw_affiliation_strings":["Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen,China,518055","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030009218","display_name":"Yi Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Ding","raw_affiliation_strings":["University of Jinan,Institute of Information Science and Engineering,Jinan,China,250024"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Institute of Information Science and Engineering,Jinan,China,250024","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100668236","display_name":"Ying Hu","orcid":"https://orcid.org/0000-0002-3807-3649"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Hu","raw_affiliation_strings":["Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen,China,518055","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029236521","display_name":"Yi Cao","orcid":"https://orcid.org/0000-0002-1973-5010"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Cao","raw_affiliation_strings":["University of Jinan,Institute of Information Science and Engineering,Jinan,China,250024"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Institute of Information Science and Engineering,Jinan,China,250024","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101584881","display_name":"Zenan Wang","orcid":"https://orcid.org/0000-0001-7932-8268"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zenan Wang","raw_affiliation_strings":["Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen,China,518055"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen,China,518055","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108275613"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.3208,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62886807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"482","last_page":"487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9707000255584717,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9707000255584717,"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"}},{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9534000158309937,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9495000243186951,"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":0.5787323117256165},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5768495202064514},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5258201360702515},{"id":"https://openalex.org/keywords/taylor-series","display_name":"Taylor series","score":0.4966195225715637},{"id":"https://openalex.org/keywords/phase-contrast-microscopy","display_name":"Phase contrast microscopy","score":0.49359357357025146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3506067991256714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19833561778068542},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15495839715003967},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.15447485446929932},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15171602368354797},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13364049792289734},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11857941746711731},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10844805836677551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5787323117256165},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5768495202064514},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5258201360702515},{"id":"https://openalex.org/C158946198","wikidata":"https://www.wikidata.org/wiki/Q131187","display_name":"Taylor series","level":2,"score":0.4966195225715637},{"id":"https://openalex.org/C151193507","wikidata":"https://www.wikidata.org/wiki/Q898815","display_name":"Phase contrast microscopy","level":2,"score":0.49359357357025146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3506067991256714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19833561778068542},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15495839715003967},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.15447485446929932},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15171602368354797},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13364049792289734},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11857941746711731},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10844805836677551}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rcar61438.2024.10670877","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rcar61438.2024.10670877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Real-time Computing and Robotics (RCAR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320329857","display_name":"Major Scientific and Technological Innovation Project of Shandong Province","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1901129140","https://openalex.org/W2097627023","https://openalex.org/W2152537098","https://openalex.org/W2476548250","https://openalex.org/W2508457857","https://openalex.org/W2531409750","https://openalex.org/W2601564443","https://openalex.org/W2910683834","https://openalex.org/W2912269064","https://openalex.org/W2963312584","https://openalex.org/W3042832673","https://openalex.org/W3116420857","https://openalex.org/W3124334970","https://openalex.org/W3197719893","https://openalex.org/W3207918547","https://openalex.org/W3212516020","https://openalex.org/W4220911140","https://openalex.org/W4225672218","https://openalex.org/W4282967624","https://openalex.org/W4312812783","https://openalex.org/W4390190433","https://openalex.org/W4390872931","https://openalex.org/W6726497184","https://openalex.org/W6737664043","https://openalex.org/W6779709467"],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W2395105737","https://openalex.org/W2369507325","https://openalex.org/W3208270790","https://openalex.org/W2358990940","https://openalex.org/W3135719690","https://openalex.org/W2368550193","https://openalex.org/W186269150","https://openalex.org/W2081487848"],"abstract_inverted_index":{"The":[0,19],"use":[1],"of":[2,23,32,125,159,175,182,202,206,219],"automation":[3,81,112],"technology":[4,67],"is":[5,83],"essential":[6],"in":[7,27,108,134,192,199],"stem":[8,33,75,102,207],"cell":[9,76,103],"research":[10],"and":[11,21,42,53,60,71,107,131,164],"large-scale":[12,29],"preparation":[13,30],"to":[14,100,121],"address":[15],"core":[16],"technological":[17],"challenges.":[18],"efficiency":[20],"accuracy":[22],"the":[24,28,74,80,111,126,135,144,166,172,176,180,200,211,217],"observation":[25,46],"phase":[26,50],"process":[31,82],"cells":[34],"are":[35,58],"decisive":[36],"factors":[37],"that":[38,68,98,187],"affect":[39],"production":[40],"quality":[41,181,218],"efficiency.":[43],"However,":[44],"existing":[45,196],"technologies":[47],"such":[48],"as":[49],"contrast":[51],"imaging":[52],"traditional":[54],"computer":[55],"vision-based":[56],"methods":[57],"inefficient":[59],"require":[61],"manual":[62],"correction.":[63],"Therefore,":[64],"developing":[65],"a":[66,89,117],"can":[69],"quickly":[70],"efficiently":[72],"observe":[73],"growth":[77,104],"states":[78,105],"during":[79,110],"necessary.":[84],"A":[85],"new":[86],"study":[87,169],"introduces":[88],"multi-scale":[90,147],"Transformer":[91],"network":[92,115,145],"based":[93],"on":[94],"Taylor":[95,118,136],"expansion":[96,120,137],"(TTNet)":[97],"aims":[99],"monitor":[101],"accurately":[106],"real-time":[109],"process.":[113],"This":[114],"utilizes":[116],"series":[119],"provide":[122],"an":[123,139],"approximation":[124],"conventional":[127],"softmax":[128],"attention":[129,140],"mechanism":[130],"corrects":[132],"errors":[133],"through":[138,155],"refinement":[141],"module.":[142],"Additionally,":[143],"incorporates":[146],"patch":[148],"embedding":[149,154],"technology,":[150],"achieving":[151],"effective":[152],"feature":[153],"overlapping":[156],"deformable":[157],"convolutions":[158],"different":[160],"scales.":[161],"By":[162],"optimizing":[163],"compressing":[165],"model,":[167],"this":[168],"significantly":[170],"improves":[171],"generation":[173,213],"speed":[174],"model":[177],"without":[178],"sacrificing":[179],"generation.":[183,220],"Experimental":[184],"results":[185],"demonstrate":[186],"TTNet":[188],"has":[189],"significant":[190],"advantages":[191],"comprehensive":[193],"performance":[194],"over":[195],"generative":[197],"models":[198],"task":[201],"generating":[203],"bright-field":[204],"images":[205],"cells.":[208],"It":[209],"achieves":[210],"shortest":[212],"time":[214],"while":[215],"ensuring":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}