{"id":"https://openalex.org/W4297474217","doi":"https://doi.org/10.3390/s22197293","title":"Simple and Robust Deep Learning Approach for Fast Fluorescence Lifetime Imaging","display_name":"Simple and Robust Deep Learning Approach for Fast Fluorescence Lifetime Imaging","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4297474217","doi":"https://doi.org/10.3390/s22197293","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236390"},"language":"en","primary_location":{"id":"doi:10.3390/s22197293","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197293","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7293/pdf?version=1664188691","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/1424-8220/22/19/7293/pdf?version=1664188691","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100418253","display_name":"Quan Wang","orcid":"https://orcid.org/0000-0002-2821-5017"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Quan Wang","raw_affiliation_strings":["Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445684","display_name":"Yahui Li","orcid":"https://orcid.org/0000-0002-3779-4911"},"institutions":[{"id":"https://openalex.org/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Li","raw_affiliation_strings":["Key Laboratory of Ultra-Fast Photoelectric Diagnostics Technology, Xi\u2019an Institute of Optics and Precision Mechanics, Xi\u2019an 710049, China","Key Laboratory of Ultra-Fast Photoelectric Diagnostics Technology, Xi'an Institute of Optics and Precision Mechanics, Xi'an 710049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Ultra-Fast Photoelectric Diagnostics Technology, Xi\u2019an Institute of Optics and Precision Mechanics, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I4210144662"]},{"raw_affiliation_string":"Key Laboratory of Ultra-Fast Photoelectric Diagnostics Technology, Xi'an Institute of Optics and Precision Mechanics, Xi'an 710049, China","institution_ids":["https://openalex.org/I4210144662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074788357","display_name":"Dong Xiao","orcid":"https://orcid.org/0000-0002-2901-9253"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dong Xiao","raw_affiliation_strings":["Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK"],"raw_orcid":"https://orcid.org/0000-0002-2901-9253","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021300705","display_name":"Zhenya Zang","orcid":"https://orcid.org/0000-0003-4952-6727"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhenya Zang","raw_affiliation_strings":["Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK"],"raw_orcid":"https://orcid.org/0000-0003-4952-6727","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023065760","display_name":"Ziao Jiao","orcid":"https://orcid.org/0009-0005-8067-1238"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zi\u2019ao Jiao","raw_affiliation_strings":["Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049879062","display_name":"Yu Chen","orcid":"https://orcid.org/0000-0003-2427-3559"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu Chen","raw_affiliation_strings":["Department of Physics, University of Strathclyde, Glasgow G4 0NG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Strathclyde, Glasgow G4 0NG, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100432958","display_name":"David Li","orcid":"https://orcid.org/0000-0002-6401-4263"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Day Uei Li","raw_affiliation_strings":["Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK"],"raw_orcid":"https://orcid.org/0000-0002-6401-4263","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0RU, UK","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100418253"],"corresponding_institution_ids":["https://openalex.org/I181647926"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.3546,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88520807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"19","first_page":"7293","last_page":"7293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9990000128746033,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","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"}}],"keywords":[{"id":"https://openalex.org/keywords/fluorescence-lifetime-imaging-microscopy","display_name":"Fluorescence-lifetime imaging microscopy","score":0.5822315216064453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5641855001449585},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5438467264175415},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5246458649635315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5243906378746033},{"id":"https://openalex.org/keywords/fluorescence","display_name":"Fluorescence","score":0.473770409822464},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46655887365341187},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43815332651138306},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37480878829956055},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.34387797117233276},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10453268885612488},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09898921847343445}],"concepts":[{"id":"https://openalex.org/C57477423","wikidata":"https://www.wikidata.org/wiki/Q1434196","display_name":"Fluorescence-lifetime imaging microscopy","level":3,"score":0.5822315216064453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5641855001449585},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5438467264175415},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5246458649635315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5243906378746033},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.473770409822464},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46655887365341187},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43815332651138306},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37480878829956055},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.34387797117233276},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10453268885612488},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09898921847343445},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008856","descriptor_name":"Microscopy, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D031541","descriptor_name":"Fluorescence Resonance Energy Transfer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D031541","descriptor_name":"Fluorescence Resonance Energy Transfer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D031541","descriptor_name":"Fluorescence Resonance Energy Transfer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061848","descriptor_name":"Optical Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s22197293","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197293","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7293/pdf?version=1664188691","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:36236390","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236390","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:strathprints.strath.ac.uk:82507","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/1302709.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:519cfd6ffc8949b6b78ad6f6dbda5dff","is_oa":true,"landing_page_url":"https://doaj.org/article/519cfd6ffc8949b6b78ad6f6dbda5dff","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 22, Iss 19, p 7293 (2022)","raw_type":"article"},{"id":"pmh:oai:ir.opt.ac.cn:181661/96194","is_oa":true,"landing_page_url":"http://ir.opt.ac.cn/handle/181661/96194","pdf_url":null,"source":{"id":"https://openalex.org/S4377196962","display_name":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144662","host_organization_name":"Xi'an Institute of Optics and Precision Mechanics","host_organization_lineage":["https://openalex.org/I4210144662"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7293/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197293","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 22; Issue 19; Pages: 7293","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9572653","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9572653","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/s22197293","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197293","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7293/pdf?version=1664188691","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":[],"awards":[{"id":"https://openalex.org/G3578210284","display_name":"SPRINT: A SuPer-Resolution time-resolved ImagiNg and specTroscopy facility for rapid biomolecular analysis","funder_award_id":"BB/V019643/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"},{"id":"https://openalex.org/G6904524756","display_name":null,"funder_award_id":"BB/V019643/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320332167","display_name":"Directorate for Biological Sciences","ror":"https://ror.org/001xhss06"},{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297474217.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1611437588","https://openalex.org/W1978552755","https://openalex.org/W1988505305","https://openalex.org/W2009110799","https://openalex.org/W2010628484","https://openalex.org/W2036966944","https://openalex.org/W2047404221","https://openalex.org/W2056183361","https://openalex.org/W2056903748","https://openalex.org/W2069022905","https://openalex.org/W2083087411","https://openalex.org/W2084257044","https://openalex.org/W2085446806","https://openalex.org/W2094756095","https://openalex.org/W2129626077","https://openalex.org/W2133264451","https://openalex.org/W2133665775","https://openalex.org/W2135449908","https://openalex.org/W2150602493","https://openalex.org/W2172137465","https://openalex.org/W2194775991","https://openalex.org/W2345992902","https://openalex.org/W2519425563","https://openalex.org/W2552991616","https://openalex.org/W2789307998","https://openalex.org/W2902311515","https://openalex.org/W2910683834","https://openalex.org/W2916258463","https://openalex.org/W2985938182","https://openalex.org/W3023599272","https://openalex.org/W3087199311","https://openalex.org/W3108635878","https://openalex.org/W3111658548","https://openalex.org/W3157506437","https://openalex.org/W4205236513","https://openalex.org/W4280582034","https://openalex.org/W6795140394"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":{"Fluorescence":[0],"lifetime":[1,96],"imaging":[2],"(FLIM)":[3],"is":[4,90],"a":[5,21,40,45],"powerful":[6,46],"tool":[7],"that":[8,86],"provides":[9],"unique":[10],"quantitative":[11],"information":[12],"for":[13,31,93],"biomedical":[14],"research.":[15],"In":[16],"this":[17],"study,":[18],"we":[19],"propose":[20],"multi-layer-perceptron-based":[22],"mixer":[23],"(MLP-Mixer)":[24],"deep":[25],"learning":[26,47],"(DL)":[27],"algorithm":[28],"named":[29],"FLIM-MLP-Mixer":[30,38,62],"fast":[32],"and":[33,56,70,80,102],"robust":[34],"FLIM":[35,110],"analysis.":[36],"The":[37],"has":[39,74,104],"simple":[41],"network":[42],"architecture":[43],"yet":[44],"ability":[48],"from":[49,98],"data.":[50,82],"Compared":[51],"with":[52],"the":[53,61],"traditional":[54],"fitting":[55],"previously":[57],"reported":[58],"DL":[59],"methods,":[60],"shows":[63],"superior":[64],"performance":[65],"in":[66,107],"terms":[67],"of":[68],"accuracy":[69],"calculation":[71],"speed,":[72],"which":[73],"been":[75],"validated":[76],"using":[77],"both":[78],"synthetic":[79],"experimental":[81],"All":[83],"results":[84],"indicate":[85],"our":[87],"proposed":[88],"method":[89],"well":[91],"suited":[92],"accurately":[94],"estimating":[95],"parameters":[97],"measured":[99],"fluorescence":[100],"histograms,":[101],"it":[103],"great":[105],"potential":[106],"various":[108],"real-time":[109],"applications.":[111]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
