{"id":"https://openalex.org/W4296209293","doi":"https://doi.org/10.1038/s42256-022-00530-3","title":"Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields","display_name":"Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4296209293","doi":"https://doi.org/10.1038/s42256-022-00530-3","mag":"3216795669"},"language":"en","primary_location":{"id":"doi:10.1038/s42256-022-00530-3","doi":"https://doi.org/10.1038/s42256-022-00530-3","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-022-00530-3","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","ki-jl-3","norway-2","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2112.00002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Renhao Liu","orcid":"https://orcid.org/0000-0002-9081-0693","observed_orcids":["https://orcid.org/0000-0002-9081-0693"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renhao Liu","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, USA","Washington University in St. Louis, Google Inc., St. Louis, USA"],"raw_orcid":"https://orcid.org/0000-0002-9081-0693","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Washington University in St. Louis, Google Inc., St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772257","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0001-7225-9677","observed_orcids":["https://orcid.org/0000-0001-7225-9677","https://orcid.org/0009-0004-3088-844X"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Sun","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, USA","Washington University in St. Louis, Caltech, St. Louis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Washington University in St. Louis, Caltech, St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091823994","display_name":"Jiabei Zhu","orcid":"https://orcid.org/0000-0002-5403-499X","observed_orcids":["https://orcid.org/0000-0002-5403-499X"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiabei Zhu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","Department of Electrical and Computer Engineering, Boston University, Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013887346","display_name":"Lei Tian","orcid":"https://orcid.org/0000-0002-1316-4456","observed_orcids":["https://orcid.org/0000-0002-1316-4456"]},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Tian","raw_affiliation_strings":["Department of Biomedical Engineering, Boston University, Boston, MA, USA","Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","Department of Biomedical Engineering, Boston University, Boston, USA","Department of Electrical and Computer Engineering, Boston University, Boston, USA"],"raw_orcid":"https://orcid.org/0000-0002-1316-4456","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, MA, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Boston University, Boston, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Boston University, Boston, USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024602237","display_name":"Ulugbek S. Kamilov","orcid":"https://orcid.org/0000-0001-6770-3278","observed_orcids":["https://orcid.org/0000-0001-6770-3278"]},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ulugbek S. Kamilov","raw_affiliation_strings":["Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA","Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, USA","Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, USA"],"raw_orcid":"https://orcid.org/0000-0001-6770-3278","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Washington University in St. Louis, St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024602237"],"corresponding_institution_ids":["https://openalex.org/I204465549"],"apc_list":{"value":11390,"currency":"USD","value_usd":11390},"apc_paid":null,"fwci":9.7278,"has_fulltext":true,"cited_by_count":120,"citation_normalized_percentile":{"value":0.99265778,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"4","issue":"9","first_page":"781","last_page":"791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9980000257492065,"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":0.9980000257492065,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intensity-diffraction-tomography","display_name":"intensity diffraction tomography","score":0.9980000257492065},{"id":"https://openalex.org/keywords/refractive-index-reconstruction","display_name":"refractive index reconstruction","score":0.8650000095367432},{"id":"https://openalex.org/keywords/implicit-neural-representations","display_name":"implicit neural representations","score":0.9750000238418579},{"id":"https://openalex.org/keywords/limited-angle-computed-tomography","display_name":"limited-angle tomography","score":0.7770000100135803},{"id":"https://openalex.org/keywords/intensity-only-measurements","display_name":"intensity-only measurements","score":0.625},{"id":"https://openalex.org/keywords/decaf","display_name":"DECAF","score":0.5600000023841858},{"id":"https://openalex.org/keywords/computational-microscopy","display_name":"computational microscopy","score":0.6309999823570251},{"id":"https://openalex.org/keywords/biological-specimen","display_name":"biological specimen","score":0.39100000262260437}],"concepts":[{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.6106904149055481},{"id":"https://openalex.org/C42067758","wikidata":"https://www.wikidata.org/wiki/Q174102","display_name":"Refractive index","level":2,"score":0.5656881928443909},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5085996389389038},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.5069292187690735},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48865440487861633},{"id":"https://openalex.org/C58640550","wikidata":"https://www.wikidata.org/wiki/Q7180908","display_name":"Phase-contrast imaging","level":3,"score":0.48472997546195984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44641199707984924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44640210270881653},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.32395902276039124},{"id":"https://openalex.org/C151193507","wikidata":"https://www.wikidata.org/wiki/Q898815","display_name":"Phase contrast microscopy","level":2,"score":0.129279226064682},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s42256-022-00530-3","doi":"https://doi.org/10.1038/s42256-022-00530-3","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-022-00530-3","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","ki-jl-3","norway-2","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2112.00002","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.00002","pdf_url":"https://arxiv.org/pdf/2112.00002","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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:3216795669","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2112.00002.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"pmh:oai:authors.library.caltech.edu:117132","doi":null,"is_oa":false,"landing_page_url":"https://resolver.caltech.edu/CaltechAUTHORS:20220923-942198900.18","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"doi:10.48550/arxiv.2112.00002","doi":"https://doi.org/10.48550/arxiv.2112.00002","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2112.00002","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2112.00002","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.00002","pdf_url":"https://arxiv.org/pdf/2112.00002","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1715976325","display_name":"CAREER: Reconciling Model-Based and Learning-Based Imaging: Theory, Algorithms, and Applications","funder_award_id":"2043134","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3408968976","display_name":"CAREER: Optical Intensity Diffraction Tomography with Multiple Scattering","funder_award_id":"1846784","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5627623266","display_name":"CIF: Small: Collaborative Research: Signal Processing for Nonlinear Diffractive Imaging: Acquisition, Reconstruction, and Applications","funder_award_id":"1813910","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7474355457","display_name":"CIF: Small: Collaborative Research: Signal Processing for Nonlinear Diffractive Imaging: Acquisition, Reconstruction, and Applications","funder_award_id":"1813848","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296209293.pdf","grobid_xml":"https://content.openalex.org/works/W4296209293.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2002832520","https://openalex.org/W2010251891","https://openalex.org/W2011206368","https://openalex.org/W2037521346","https://openalex.org/W2047416239","https://openalex.org/W2070309911","https://openalex.org/W2087416986","https://openalex.org/W2110042120","https://openalex.org/W2121047360","https://openalex.org/W2121927366","https://openalex.org/W2136346050","https://openalex.org/W2152537098","https://openalex.org/W2167279371","https://openalex.org/W2233816781","https://openalex.org/W2296055064","https://openalex.org/W2327976118","https://openalex.org/W2346305596","https://openalex.org/W2508457857","https://openalex.org/W2512216039","https://openalex.org/W2542870090","https://openalex.org/W2556754156","https://openalex.org/W2574952845","https://openalex.org/W2604600002","https://openalex.org/W2611467245","https://openalex.org/W2613155248","https://openalex.org/W2742092602","https://openalex.org/W2773850766","https://openalex.org/W2787812201","https://openalex.org/W2793055587","https://openalex.org/W2800970988","https://openalex.org/W2808192168","https://openalex.org/W2892479404","https://openalex.org/W2909750748","https://openalex.org/W2938586080","https://openalex.org/W2946637032","https://openalex.org/W2948913018","https://openalex.org/W2950853670","https://openalex.org/W2964121744","https://openalex.org/W2971940004","https://openalex.org/W2972445427","https://openalex.org/W2990339112","https://openalex.org/W2999778662","https://openalex.org/W3001319253","https://openalex.org/W3011943444","https://openalex.org/W3014029212","https://openalex.org/W3024822880","https://openalex.org/W3033189006","https://openalex.org/W3047146825","https://openalex.org/W3090379406","https://openalex.org/W3103242287","https://openalex.org/W3103313582","https://openalex.org/W3107486934","https://openalex.org/W3109585842","https://openalex.org/W3112965401","https://openalex.org/W3113005628","https://openalex.org/W3132401450","https://openalex.org/W3134256030","https://openalex.org/W3134760280","https://openalex.org/W3143707917","https://openalex.org/W3158643607","https://openalex.org/W3163847416","https://openalex.org/W3174752334","https://openalex.org/W3176327543","https://openalex.org/W3176368002","https://openalex.org/W3180330028","https://openalex.org/W3213204639","https://openalex.org/W3213771853","https://openalex.org/W4221151978","https://openalex.org/W4240691888","https://openalex.org/W4292857494","https://openalex.org/W6893875038"],"related_works":["https://openalex.org/W3216795669","https://openalex.org/W4416933659","https://openalex.org/W4402774221","https://openalex.org/W4404922049","https://openalex.org/W4413647020","https://openalex.org/W4385346885","https://openalex.org/W4380551995","https://openalex.org/W3091932076","https://openalex.org/W4408605178","https://openalex.org/W2808743036"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":35},{"year":2024,"cited_by_count":36},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-09-18T00:00:00"}
