{"id":"https://openalex.org/W4408712453","doi":"https://doi.org/10.1088/2632-2153/adc3e9","title":"Generative super-resolution AI accelerates nanoscale analysis of cells","display_name":"Generative super-resolution AI accelerates nanoscale analysis of cells","publication_year":2025,"publication_date":"2025-03-21","ids":{"openalex":"https://openalex.org/W4408712453","doi":"https://doi.org/10.1088/2632-2153/adc3e9"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/adc3e9","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/adc3e9","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2632-2153/adc3e9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116739155","display_name":"Simone Lossano","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Lossano","raw_affiliation_strings":["Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":"https://orcid.org/0009-0007-9214-4739","affiliations":[{"raw_affiliation_string":"Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076908010","display_name":"S. Capaccioli","orcid":"https://orcid.org/0000-0003-4866-8918"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Simone Capaccioli","raw_affiliation_strings":["CISUP, Centro per l\u2019Integrazione della Strumentazione dell\u2019Universit\u00e1 di Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy","Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUP, Centro per l\u2019Integrazione della Strumentazione dell\u2019Universit\u00e1 di Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036488360","display_name":"Francesca Cella Zanacchi","orcid":"https://orcid.org/0000-0002-2427-3009"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Cella Zanacchi","raw_affiliation_strings":["CISUP, Centro per l\u2019Integrazione della Strumentazione dell\u2019Universit\u00e1 di Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy","Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUP, Centro per l\u2019Integrazione della Strumentazione dell\u2019Universit\u00e1 di Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058787181","display_name":"Eleonora Da Pozzo","orcid":"https://orcid.org/0000-0003-4762-8949"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eleonora Da Pozzo","raw_affiliation_strings":["Department of Pharmacy, University of Pisa, Via Bonanno Pisano, 6, 56126 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, University of Pisa, Via Bonanno Pisano, 6, 56126 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091996926","display_name":"Francesca Del Debbio","orcid":"https://orcid.org/0009-0009-2860-1741"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Del Debbio","raw_affiliation_strings":["Department of Pharmacy, University of Pisa, Via Bonanno Pisano, 6, 56126 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, University of Pisa, Via Bonanno Pisano, 6, 56126 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004460160","display_name":"Maria Evelina Fantacci","orcid":"https://orcid.org/0000-0003-2130-4372"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Evelina Fantacci","raw_affiliation_strings":["Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053090175","display_name":"Francesca Lizzi","orcid":"https://orcid.org/0000-0003-0900-0421"},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Lizzi","raw_affiliation_strings":["National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038940308","display_name":"Raffaella Magrassi","orcid":"https://orcid.org/0000-0003-3187-7764"},"institutions":[{"id":"https://openalex.org/I4210143448","display_name":"Instituto di Biofisica","ror":"https://ror.org/041xzk838","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210143448","https://openalex.org/I4210155236"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Raffaella Magrassi","raw_affiliation_strings":["Istituto di Biofisica CNR, Via De Marini, 6, 16149 Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto di Biofisica CNR, Via De Marini, 6, 16149 Genoa, Italy","institution_ids":["https://openalex.org/I4210143448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116739156","display_name":"Benedetta Noferi","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Benedetta Noferi","raw_affiliation_strings":["Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065917390","display_name":"Dario Pisignano","orcid":"https://orcid.org/0000-0003-3758-5199"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Pisignano","raw_affiliation_strings":["CISUP, Centro per l\u2019Integrazione della Strumentazione dell\u2019Universit\u00e1 di Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy","Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUP, Centro per l\u2019Integrazione della Strumentazione dell\u2019Universit\u00e1 di Pisa, Lungarno Pacinotti 43, 56126 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Department of Physics \u2018E. Fermi\u2019, University of Pisa, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044723766","display_name":"Camilla Scapicchio","orcid":"https://orcid.org/0000-0001-5984-0408"},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Camilla Scapicchio","raw_affiliation_strings":["National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5984-0408","affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053399221","display_name":"Alessandra Retico","orcid":"https://orcid.org/0000-0001-5135-4472"},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Retico","raw_affiliation_strings":["National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5135-4472","affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Largo Bruno Pontecorvo, 56127 Pisa, Italy","institution_ids":["https://openalex.org/I4210160382"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5116739155"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I4210160382"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":2.5675,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88805218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"6","issue":"2","first_page":"025001","last_page":"025001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.998199999332428,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10857","display_name":"Advanced Electron Microscopy Techniques and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1315","display_name":"Structural Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6036792993545532},{"id":"https://openalex.org/keywords/nanoscopic-scale","display_name":"Nanoscopic scale","score":0.5828379392623901},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5191978216171265},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.35415971279144287},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.35074469447135925},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.34813225269317627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33396363258361816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30746257305145264}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6036792993545532},{"id":"https://openalex.org/C45206210","wikidata":"https://www.wikidata.org/wiki/Q2415817","display_name":"Nanoscopic scale","level":2,"score":0.5828379392623901},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5191978216171265},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.35415971279144287},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.35074469447135925},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.34813225269317627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33396363258361816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30746257305145264}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1088/2632-2153/adc3e9","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/adc3e9","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:de3a139497114d9cb112462c5533b0a0","is_oa":true,"landing_page_url":"https://doaj.org/article/de3a139497114d9cb112462c5533b0a0","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":"Machine Learning: Science and Technology, Vol 6, Iss 2, p 025001 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/adc3e9","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/adc3e9","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2550663483","display_name":null,"funder_award_id":"PNRR - CUP I53C21000350006 - M4C2-I1.5 ECS00000017","funder_id":"https://openalex.org/F7311471023","funder_display_name":"NextGenerationEU"}],"funders":[{"id":"https://openalex.org/F4320338264","display_name":"Commissione Scientifica Nazionale 5, Instituto Nazionale di Fisica Nucleare","ror":null},{"id":"https://openalex.org/F7311471023","display_name":"NextGenerationEU","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1992858116","https://openalex.org/W1995311028","https://openalex.org/W2035677848","https://openalex.org/W2054455698","https://openalex.org/W2064173118","https://openalex.org/W2101336703","https://openalex.org/W2115737236","https://openalex.org/W2133665775","https://openalex.org/W2143339100","https://openalex.org/W2149241780","https://openalex.org/W2174811772","https://openalex.org/W2331128040","https://openalex.org/W2512505748","https://openalex.org/W2554260837","https://openalex.org/W2767575105","https://openalex.org/W2780544323","https://openalex.org/W2786531256","https://openalex.org/W2787020583","https://openalex.org/W2801396275","https://openalex.org/W2889080358","https://openalex.org/W2891158090","https://openalex.org/W2903629831","https://openalex.org/W2915130236","https://openalex.org/W2962835968","https://openalex.org/W2963037581","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2964060609","https://openalex.org/W2972808355","https://openalex.org/W3035233969","https://openalex.org/W3126069796","https://openalex.org/W3135096391","https://openalex.org/W3167557279","https://openalex.org/W3174701052","https://openalex.org/W3186011982","https://openalex.org/W3201939006","https://openalex.org/W4313500099","https://openalex.org/W4365460364","https://openalex.org/W4377046888","https://openalex.org/W4382280694","https://openalex.org/W4393618254","https://openalex.org/W4400187615","https://openalex.org/W4406271927","https://openalex.org/W4406749779","https://openalex.org/W6752483423"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2386000789"],"abstract_inverted_index":{"Abstract":[0],"Super-resolution":[1],"microscopy":[2,22,50,61],"(SRM)":[3],"surpasses":[4],"Abbe\u2019s":[5],"diffraction":[6],"limit,":[7],"thus":[8],"enabling":[9],"nanoscale":[10,119],"observation":[11],"of":[12,72,118],"cells.":[13],"However,":[14],"SRM":[15],"techniques,":[16],"such":[17],"as":[18],"stochastic":[19],"optical":[20],"reconstruction":[21],"(STORM),":[23],"suffer":[24],"from":[25,47,59],"long":[26],"acquisition":[27],"times":[28],"which":[29],"can":[30],"significantly":[31],"impact":[32],"imaging":[33,70,120],"throughput.":[34],"To":[35],"address":[36],"this":[37,68,106],"issue,":[38],"we":[39],"adapted":[40],"the":[41],"enhanced":[42],"super-resolution":[43,57],"generative":[44],"adversarial":[45],"network":[46],"natural":[48],"to":[49,55,74,122],"images.":[51,77],"Our":[52],"goal":[53],"is":[54,110],"generate":[56],"images":[58,62],"widefield":[60],"in":[63],"shorter":[64],"times.":[65],"We":[66],"implemented":[67],"for":[69,112,115],"microtubules":[71],"cells":[73],"obtain":[75],"STORM-like":[76],"Different":[78],"models":[79],"were":[80],"trained":[81],"by":[82,93],"using":[83],"transfer":[84],"learning":[85,108],"and":[86,100],"progressive":[87],"fine-tuning.":[88],"The":[89],"generated":[90],"images,":[91],"evaluated":[92],"peak":[94],"signal-to-noise":[95],"ratio,":[96],"structural":[97],"similarity":[98],"index":[99],"expert":[101],"human":[102],"validation,":[103],"prove":[104],"that":[105],"deep":[107],"approach":[109],"suitable":[111],"microscopy,":[113],"allowing":[114],"4x-higher":[116],"throughput":[117],"compared":[121],"unsupported":[123],"techniques.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
