{"id":"https://openalex.org/W2899488243","doi":"https://doi.org/10.1364/oe.26.030162","title":"Machine learning guided rapid focusing with sensor-less aberration corrections","display_name":"Machine learning guided rapid focusing with sensor-less aberration corrections","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2899488243","doi":"https://doi.org/10.1364/oe.26.030162","mag":"2899488243","pmid":"https://pubmed.ncbi.nlm.nih.gov/30469894"},"language":"en","primary_location":{"id":"doi:10.1364/oe.26.030162","doi":"https://doi.org/10.1364/oe.26.030162","is_oa":true,"landing_page_url":"https://doi.org/10.1364/oe.26.030162","pdf_url":null,"source":{"id":"https://openalex.org/S178776955","display_name":"Optics Express","issn_l":"1094-4087","issn":["1094-4087"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315679","host_organization_name":"Optica Publishing Group","host_organization_lineage":["https://openalex.org/P4310315679"],"host_organization_lineage_names":["Optica Publishing Group"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optics Express","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1364/oe.26.030162","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113744274","display_name":"Yuncheng Jin","orcid":"https://orcid.org/0009-0001-2025-5030","observed_orcids":["https://orcid.org/0009-0001-2025-5030"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuncheng Jin","raw_affiliation_strings":["College of Information Science and Electronic Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014811389","display_name":"Yiye Zhang","orcid":"https://orcid.org/0000-0002-5010-7258","observed_orcids":["https://orcid.org/0000-0002-5010-7258"]},"institutions":[{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiye Zhang","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085926125","display_name":"Lejia Hu","orcid":"https://orcid.org/0000-0002-3162-0195","observed_orcids":["https://orcid.org/0000-0002-3162-0195"]},"institutions":[{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lejia Hu","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015739024","display_name":"Haiyang Huang","orcid":"https://orcid.org/0000-0001-8451-3337","observed_orcids":["https://orcid.org/0000-0001-8451-3337"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyang Huang","raw_affiliation_strings":["College of Information Science and Electronic Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059778754","display_name":"Qiaoqi Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoqi Xu","raw_affiliation_strings":["Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006895277","display_name":"Xinpei Zhu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpei Zhu","raw_affiliation_strings":["Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014944735","display_name":"Limeng Huang","orcid":"https://orcid.org/0000-0002-8714-9881","observed_orcids":["https://orcid.org/0000-0002-8714-9881"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limeng Huang","raw_affiliation_strings":["Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084306412","display_name":"Yao Zheng","orcid":"https://orcid.org/0000-0002-9095-5008","observed_orcids":["https://orcid.org/0000-0002-9095-5008"]},"institutions":[{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zheng","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020795553","display_name":"Hui\u2010Liang Shen","orcid":"https://orcid.org/0000-0001-8469-019X","observed_orcids":["https://orcid.org/0000-0001-8469-019X"]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui-Liang Shen","raw_affiliation_strings":["College of Information Science and Electronic Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Gong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gong","raw_affiliation_strings":["Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neuroscience, Department of Neurobiology, Zhejiang Province Key Laboratory of Neurobiology, Zhejiang University School of Medicine, Hangzhou, Zhejiang 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046848439","display_name":"Ke Si","orcid":"https://orcid.org/0000-0001-8328-4325","observed_orcids":["https://orcid.org/0000-0001-8328-4325"]},"institutions":[{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Si","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentation College of Optical Science and Engineering Zhejiang University Hangzhou Zhejiang 310027 China","institution_ids":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2270,"currency":"USD","value_usd":2270},"apc_paid":{"value":2270,"currency":"USD","value_usd":2270},"fwci":3.5576,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.94481007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"26","issue":"23","first_page":"30162","last_page":"30162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.5181000232696533,"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"}},"topics":[{"id":"https://openalex.org/T11484","display_name":"Adaptive optics and wavefront sensing","score":0.5181000232696533,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.3869999945163727,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.012600000016391277,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aberration-correction","display_name":"aberration correction","score":0.746999979019165},{"id":"https://openalex.org/keywords/refractive-index-inhomogeneity","display_name":"refractive index inhomogeneity","score":0.7910000085830688},{"id":"https://openalex.org/keywords/biological-tissue","display_name":"biological tissue","score":0.5149999856948853},{"id":"https://openalex.org/keywords/point-spread-function","display_name":"point spread function","score":0.7590000033378601},{"id":"https://openalex.org/keywords/zernike-modes","display_name":"Zernike modes","score":0.9639999866485596},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8880000114440918},{"id":"https://openalex.org/keywords/adaptive-optics","display_name":"adaptive optics","score":0.5580000281333923},{"id":"https://openalex.org/keywords/mouse-brain-slices","display_name":"mouse brain slices","score":0.7620000243186951},{"id":"https://openalex.org/keywords/phase-retrieval","display_name":"phase retrieval","score":0.3100000023841858}],"concepts":[{"id":"https://openalex.org/C92423082","wikidata":"https://www.wikidata.org/wiki/Q132146","display_name":"Zernike polynomials","level":3,"score":0.9517151117324829},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.7508864402770996},{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.6939375400543213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675818562507629},{"id":"https://openalex.org/C69179731","wikidata":"https://www.wikidata.org/wiki/Q510427","display_name":"Point spread function","level":2,"score":0.6351826786994934},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6170169711112976},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4967039227485657},{"id":"https://openalex.org/C138395690","wikidata":"https://www.wikidata.org/wiki/Q376733","display_name":"Cardinal point","level":2,"score":0.48412594199180603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48328545689582825},{"id":"https://openalex.org/C132771110","wikidata":"https://www.wikidata.org/wiki/Q506922","display_name":"Adaptive optics","level":2,"score":0.442073792219162},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.4352820813655853},{"id":"https://openalex.org/C165699331","wikidata":"https://www.wikidata.org/wiki/Q461533","display_name":"Wavefront","level":2,"score":0.3940108120441437},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3700377345085144},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.36187905073165894},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1364/oe.26.030162","doi":"https://doi.org/10.1364/oe.26.030162","is_oa":true,"landing_page_url":"https://doi.org/10.1364/oe.26.030162","pdf_url":null,"source":{"id":"https://openalex.org/S178776955","display_name":"Optics Express","issn_l":"1094-4087","issn":["1094-4087"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315679","host_organization_name":"Optica Publishing Group","host_organization_lineage":["https://openalex.org/P4310315679"],"host_organization_lineage_names":["Optica Publishing Group"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optics Express","raw_type":"journal-article"},{"id":"pmid:30469894","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30469894","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,"listed_in":[],"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":"Optics express","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1364/oe.26.030162","doi":"https://doi.org/10.1364/oe.26.030162","is_oa":true,"landing_page_url":"https://doi.org/10.1364/oe.26.030162","pdf_url":null,"source":{"id":"https://openalex.org/S178776955","display_name":"Optics Express","issn_l":"1094-4087","issn":["1094-4087"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","ki-jl-1","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315679","host_organization_name":"Optica Publishing Group","host_organization_lineage":["https://openalex.org/P4310315679"],"host_organization_lineage_names":["Optica Publishing Group"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optics Express","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1012409040","display_name":"\u6df1\u7a7f\u900f\u591a\u5c3a\u5ea6\u5149\u9057\u4f20\u5b66\u7cbe\u51c6\u64cd\u63a7\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61735016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1221129827","display_name":null,"funder_award_id":"LY16F050002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2638203753","display_name":null,"funder_award_id":"61427818","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4135419165","display_name":null,"funder_award_id":"81527901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4445778541","display_name":null,"funder_award_id":"31571110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5469600166","display_name":null,"funder_award_id":"2017PT31038","funder_id":"https://openalex.org/F4320323137","funder_display_name":"Chinese Academy of Medical Sciences"},{"id":"https://openalex.org/G5614615516","display_name":null,"funder_award_id":"81771877","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G575691378","display_name":null,"funder_award_id":"2015CB352005","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G602107979","display_name":null,"funder_award_id":"2018PT31041","funder_id":"https://openalex.org/F4320323137","funder_display_name":"Chinese Academy of Medical Sciences"},{"id":"https://openalex.org/G6639553114","display_name":null,"funder_award_id":"LZ17F050001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323137","display_name":"Chinese Academy of Medical Sciences","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1967154380","https://openalex.org/W2003292041","https://openalex.org/W2007448212","https://openalex.org/W2037657651","https://openalex.org/W2047489700","https://openalex.org/W2076063813","https://openalex.org/W2076694317","https://openalex.org/W2081688396","https://openalex.org/W2112796928","https://openalex.org/W2114368628","https://openalex.org/W2116720521","https://openalex.org/W2160495637","https://openalex.org/W2163605009","https://openalex.org/W2252836536","https://openalex.org/W2436389292","https://openalex.org/W2442117232","https://openalex.org/W2574952845","https://openalex.org/W2602293332","https://openalex.org/W2603409505","https://openalex.org/W2605740169","https://openalex.org/W2614949728","https://openalex.org/W2790768036","https://openalex.org/W2801396275","https://openalex.org/W3010612091"],"related_works":["https://openalex.org/W4214905569","https://openalex.org/W4415255672","https://openalex.org/W3118838228","https://openalex.org/W3033829912","https://openalex.org/W3014721303","https://openalex.org/W4297897643","https://openalex.org/W2922391011","https://openalex.org/W4402356331","https://openalex.org/W4206258593","https://openalex.org/W2463365994"],"abstract_inverted_index":{"Non-invasive,":[0],"real-time":[1,150],"imaging":[2,151],"and":[3,110],"deep":[4],"focus":[5],"into":[6],"tissue":[7,28],"are":[8],"in":[9,12,46,97,148,152],"high":[10],"demand":[11],"biomedical":[13],"research.":[14],"However,":[15],"the":[16,22,30,53,62,66,103,130],"aberration":[17,38,104],"that":[18,79],"is":[19,44,100],"introduced":[20],"by":[21,106],"refractive":[23],"index":[24],"inhomogeneity":[25],"of":[26,93],"biological":[27,153],"hinders":[29],"way":[31],"forward.":[32],"A":[33],"rapid":[34],"focusing":[35],"with":[36,71],"sensor-less":[37],"corrections,":[39],"based":[40],"on":[41,124],"machine":[42],"learning,":[43],"demonstrated":[45],"this":[47,142],"paper.":[48],"The":[49,76,88,133],"proposed":[50],"method":[51,143],"applies":[52],"Convolutional":[54],"Neural":[55],"Network":[56],"(CNN),":[57],"which":[58],"can":[59,85,115],"rapidly":[60],"calculate":[61],"low-order":[63],"aberrations":[64],"from":[65],"point":[67],"spread":[68],"function":[69],"images":[70],"Zernike":[72,95],"modes":[73],"after":[74],"training.":[75],"results":[77],"show":[78],"approximately":[80],"90":[81],"percent":[82],"correction":[83],"accuracy":[84],"be":[86,116],"achieved.":[87],"average":[89],"mean":[90],"square":[91],"error":[92],"each":[94],"coefficient":[96],"200":[98],"repetitions":[99],"0.06.":[101],"Furthermore,":[102],"induced":[105],"1-mm-thick":[107],"phantom":[108],"samples":[109],"300-\u00b5m-thick":[111],"mouse":[112],"brain":[113],"slices":[114],"efficiently":[117],"compensated":[118],"through":[119],"loading":[120],"a":[121],"compensation":[122],"phase":[123,134],"an":[125],"adaptive":[126],"element":[127],"placed":[128],"at":[129],"back-pupil":[131],"plane.":[132],"reconstruction":[135],"requires":[136],"less":[137],"than":[138],"0.2":[139],"s.":[140],"Therefore,":[141],"offers":[144],"great":[145],"potential":[146],"for":[147],"vivo":[149],"science.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2018-11-09T00:00:00"}