{"id":"https://openalex.org/W3089806527","doi":"https://doi.org/10.1109/tmi.2021.3058373","title":"DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning","display_name":"DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning","publication_year":2021,"publication_date":"2021-03-25","ids":{"openalex":"https://openalex.org/W3089806527","doi":"https://doi.org/10.1109/tmi.2021.3058373","mag":"3089806527","pmid":"https://pubmed.ncbi.nlm.nih.gov/33566760"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2021.3058373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3058373","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.13777","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056728661","display_name":"DongHun Ryu","orcid":"https://orcid.org/0000-0003-3283-3376"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"DongHun Ryu","raw_affiliation_strings":["Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Tomocube Inc., Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":"https://orcid.org/0000-0003-3283-3376","affiliations":[{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Tomocube Inc., Daejeon, South Korea","institution_ids":[]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075961354","display_name":"Dongmin Ryu","orcid":"https://orcid.org/0000-0003-3600-281X"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongmin Ryu","raw_affiliation_strings":["Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Tomocube Inc., Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Tomocube Inc., Daejeon, South Korea","institution_ids":[]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052158634","display_name":"YoonSeok Baek","orcid":"https://orcid.org/0000-0003-1132-6009"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YoonSeok Baek","raw_affiliation_strings":["Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054226419","display_name":"Hyungjoo Cho","orcid":"https://orcid.org/0000-0002-3074-8429"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyungjoo Cho","raw_affiliation_strings":["Tomocube Inc., Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tomocube Inc., Daejeon, South Korea","institution_ids":[]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101795832","display_name":"Geon Kim","orcid":"https://orcid.org/0000-0002-0661-8579"},"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":"Geon Kim","raw_affiliation_strings":["Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Department of Physics , Korea Advanced Institute of Science and Technology , Daejeon , South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Physics , Korea Advanced Institute of Science and Technology , Daejeon , South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103184594","display_name":"Young Seo Kim","orcid":null},"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":"Young Seo Kim","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Department of Physics , Korea Advanced Institute of Science and Technology , Daejeon , South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Physics , Korea Advanced Institute of Science and Technology , Daejeon , South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101803536","display_name":"Yong-Ki Lee","orcid":"https://orcid.org/0000-0001-5976-3043"},"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":"Yongki Lee","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050514444","display_name":"Yoosik Kim","orcid":"https://orcid.org/0000-0003-3064-4643"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoosik Kim","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012644755","display_name":"Jong Chul Ye","orcid":"https://orcid.org/0000-0001-9763-9609"},"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"]},{"id":"https://openalex.org/I4210101891","display_name":"Korea Institute of Brain Science","ror":"https://ror.org/017stnw60","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210101891"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Chul Ye","raw_affiliation_strings":["Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":"https://orcid.org/0000-0001-9763-9609","affiliations":[{"raw_affiliation_string":"Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I4210101891","https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Mathematical Sciences, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078073506","display_name":"Hyun\u2010Seok Min","orcid":"https://orcid.org/0000-0002-7435-7884"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun-Seok Min","raw_affiliation_strings":["Tomocube Inc., Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tomocube Inc., Daejeon, South Korea","institution_ids":[]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057256024","display_name":"YongKeun Park","orcid":"https://orcid.org/0000-0003-0528-6661"},"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"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]},{"id":"https://openalex.org/I878022262","display_name":"Korea Institute of Science & Technology Information","ror":"https://ror.org/01k4yrm29","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I878022262"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YongKeun Park","raw_affiliation_strings":["Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Tomocube Inc., Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":"https://orcid.org/0000-0003-0528-6661","affiliations":[{"raw_affiliation_string":"Department of Physics, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Tomocube Inc., Daejeon, South Korea","institution_ids":[]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I878022262","https://openalex.org/I58716616","https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5056728661"],"corresponding_institution_ids":["https://openalex.org/I157485424","https://openalex.org/I58716616","https://openalex.org/I878022262"],"apc_list":null,"apc_paid":null,"fwci":0.748,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69470644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"40","issue":"5","first_page":"1508","last_page":"1518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9998999834060669,"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/T11897","display_name":"Digital Holography and Microscopy","score":0.9998999834060669,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9983999729156494,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9975000023841858,"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/computer-science","display_name":"Computer science","score":0.6877670288085938},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5646752715110779},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5431228876113892},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5349432826042175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5231032371520996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5015554428100586},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.48201242089271545},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.47500288486480713},{"id":"https://openalex.org/keywords/tomographic-reconstruction","display_name":"Tomographic reconstruction","score":0.46165359020233154},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.45142167806625366},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4330568313598633},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3577447831630707},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.32201236486434937},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14423882961273193}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6877670288085938},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5646752715110779},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5431228876113892},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5349432826042175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5231032371520996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5015554428100586},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.48201242089271545},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.47500288486480713},{"id":"https://openalex.org/C97742081","wikidata":"https://www.wikidata.org/wiki/Q7820109","display_name":"Tomographic reconstruction","level":3,"score":0.46165359020233154},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.45142167806625366},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4330568313598633},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3577447831630707},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.32201236486434937},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14423882961273193},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D041622","descriptor_name":"Tomography, Optical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041622","descriptor_name":"Tomography, Optical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041622","descriptor_name":"Tomography, Optical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1109/tmi.2021.3058373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3058373","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:33566760","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33566760","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:arXiv.org:2009.13777","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.13777","pdf_url":"https://arxiv.org/pdf/2009.13777","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3089806527","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2009.13777","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2009.13777","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2009.13777","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.13777","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.13777","pdf_url":"https://arxiv.org/pdf/2009.13777","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G6291655327","display_name":null,"funder_award_id":"2015R1A32066550","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8512060715","display_name":null,"funder_award_id":"2018K000396","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G902345348","display_name":null,"funder_award_id":"2017M3C1A3013923","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320324161","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3089806527.pdf"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W1171045081","https://openalex.org/W1912609581","https://openalex.org/W1976689860","https://openalex.org/W1979164293","https://openalex.org/W2002832520","https://openalex.org/W2004385270","https://openalex.org/W2018085986","https://openalex.org/W2045855633","https://openalex.org/W2060807102","https://openalex.org/W2072077521","https://openalex.org/W2091815072","https://openalex.org/W2101455165","https://openalex.org/W2101675075","https://openalex.org/W2102576321","https://openalex.org/W2105195754","https://openalex.org/W2142058898","https://openalex.org/W2143794919","https://openalex.org/W2162736691","https://openalex.org/W2165698076","https://openalex.org/W2187607191","https://openalex.org/W2277581074","https://openalex.org/W2293327468","https://openalex.org/W2547875792","https://openalex.org/W2605076099","https://openalex.org/W2605694979","https://openalex.org/W2607387097","https://openalex.org/W2612688942","https://openalex.org/W2618946976","https://openalex.org/W2751206559","https://openalex.org/W2762685704","https://openalex.org/W2787020583","https://openalex.org/W2797749376","https://openalex.org/W2801396275","https://openalex.org/W2807510850","https://openalex.org/W2884160046","https://openalex.org/W2884332829","https://openalex.org/W2888832887","https://openalex.org/W2892479404","https://openalex.org/W2894845535","https://openalex.org/W2901828037","https://openalex.org/W2906812762","https://openalex.org/W2912968599","https://openalex.org/W2917624070","https://openalex.org/W2949805840","https://openalex.org/W2950665747","https://openalex.org/W2952276754","https://openalex.org/W2955079933","https://openalex.org/W2963665033","https://openalex.org/W2963698847","https://openalex.org/W2964013315","https://openalex.org/W2964231206","https://openalex.org/W2964299526","https://openalex.org/W2970610508","https://openalex.org/W2972343969","https://openalex.org/W2972445427","https://openalex.org/W2972741102","https://openalex.org/W2974626015","https://openalex.org/W2979997617","https://openalex.org/W2989433233","https://openalex.org/W2999935344","https://openalex.org/W3003820456","https://openalex.org/W3006089091","https://openalex.org/W3008958361","https://openalex.org/W3012998949","https://openalex.org/W3045376140","https://openalex.org/W3098900881","https://openalex.org/W3099445761","https://openalex.org/W3099844944","https://openalex.org/W4241300192","https://openalex.org/W6729448088","https://openalex.org/W6733018478","https://openalex.org/W6738884980","https://openalex.org/W6744109751","https://openalex.org/W6787360901"],"related_works":["https://openalex.org/W3128007832","https://openalex.org/W2178135989","https://openalex.org/W3091187601","https://openalex.org/W2017212311","https://openalex.org/W3198436066","https://openalex.org/W2796124298","https://openalex.org/W1538057861","https://openalex.org/W2928203285","https://openalex.org/W2048348747","https://openalex.org/W2981418073","https://openalex.org/W2980245312","https://openalex.org/W2998199538","https://openalex.org/W2997238556","https://openalex.org/W3012435498","https://openalex.org/W2970529898","https://openalex.org/W2061815605","https://openalex.org/W3094984333","https://openalex.org/W3037470088","https://openalex.org/W3095618519","https://openalex.org/W3135338233"],"abstract_inverted_index":{"Optical":[0],"diffraction":[1,28],"tomography":[2,29],"measures":[3],"the":[4,17,39,66,99,124,129,139,164,182,189,195],"three-dimensional":[5,40,103,130],"refractive":[6,104,114,120],"index":[7,105,115,121],"map":[8],"of":[9,26,69,101,110,147,175,199],"a":[10,20,56,88,102,118,136,156],"specimen":[11],"and":[12,62,72,85,117,145,155,161],"visualizes":[13],"biochemical":[14],"phenomena":[15],"at":[16],"nanoscale":[18],"in":[19,203],"non-destructive":[21],"manner.":[22],"One":[23],"major":[24],"drawback":[25],"optical":[27,41],"is":[30],"poor":[31],"axial":[32],"resolution":[33,100],"due":[34],"to":[35,38,181],"limited":[36],"access":[37],"transfer":[42],"function.":[43],"This":[44],"missing":[45],"cone":[46],"problem":[47],"has":[48],"been":[49],"addressed":[50],"through":[51],"regularization":[52,178],"algorithms":[53,71],"that":[54,96,188],"use":[55],"priori":[57],"information,":[58],"such":[59],"as":[60],"non-negativity":[61],"sample":[63],"smoothness.":[64],"However,":[65],"iterative":[67,125,184],"nature":[68],"these":[70],"their":[73],"parameter":[74],"dependency":[75],"make":[76],"real-time":[77],"visualization":[78],"impossible.":[79],"In":[80],"this":[81],"article,":[82],"we":[83,93],"propose":[84],"experimentally":[86],"demonstrate":[87],"deep":[89],"neural":[90,133],"network,":[91],"which":[92],"term":[94],"DeepRegularizer,":[95],"rapidly":[97],"improves":[98],"map.":[106],"Trained":[107],"with":[108],"pairs":[109],"datasets":[111],"(a":[112],"raw":[113],"tomogram":[116,122,141],"resolution-enhanced":[119],"via":[123],"total":[126],"variation":[127],"algorithm),":[128],"U-net-based":[131],"convolutional":[132],"network":[134,149],"learns":[135],"transformation":[137],"between":[138],"two":[140],"domains.":[142],"The":[143],"feasibility":[144],"generalizability":[146],"our":[148],"are":[150],"demonstrated":[151],"using":[152],"bacterial":[153],"cells":[154],"human":[157],"leukaemic":[158],"cell":[159],"line,":[160],"by":[162],"validating":[163],"model":[165],"across":[166],"different":[167],"samples.":[168],"DeepRegularizer":[169],"offers":[170],"more":[171],"than":[172],"an":[173],"order":[174],"magnitude":[176],"faster":[177],"performance":[179],"compared":[180],"conventional":[183],"method.":[185],"We":[186],"envision":[187],"proposed":[190],"data-driven":[191],"approach":[192],"can":[193],"bypass":[194],"high":[196],"time":[197],"complexity":[198],"various":[200],"image":[201],"reconstructions":[202],"other":[204],"imaging":[205],"modalities.":[206]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
