{"id":"https://openalex.org/W4415024859","doi":"https://doi.org/10.1038/s43588-025-00889-4","title":"Implicit neural image field for biological microscopy image compression","display_name":"Implicit neural image field for biological microscopy image compression","publication_year":2025,"publication_date":"2025-10-10","ids":{"openalex":"https://openalex.org/W4415024859","doi":"https://doi.org/10.1038/s43588-025-00889-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/41073772"},"language":"en","primary_location":{"id":"doi:10.1038/s43588-025-00889-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s43588-025-00889-4","pdf_url":"https://www.nature.com/articles/s43588-025-00889-4.pdf","source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.nature.com/articles/s43588-025-00889-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090540302","display_name":"Gaole Dai","orcid":"https://orcid.org/0000-0003-4270-3604"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gaole Dai","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059182665","display_name":"Rongyu Zhang","orcid":"https://orcid.org/0000-0001-5699-3943"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyu Zhang","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098954361","display_name":"Qingpo Wuwu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingpo Wuwu","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112985481","display_name":"Cheng-Ching Tseng","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng-Ching Tseng","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101369550","display_name":"Yu Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121365","display_name":"Leibniz Institute for Analytical Sciences - ISAS","ror":"https://ror.org/02jhqqg57","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210121365"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yu Zhou","raw_affiliation_strings":["Leibniz-Institut f\u00fcr Analytische Wissenschaften - ISAS, Dortmund, Germany","Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz-Institut f\u00fcr Analytische Wissenschaften - ISAS, Dortmund, Germany","institution_ids":["https://openalex.org/I4210121365"]},{"raw_affiliation_string":"Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS, Dortmund, Germany","institution_ids":["https://openalex.org/I4210121365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101602340","display_name":"Shaokang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaokang Wang","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028696491","display_name":"Siyuan Qian","orcid":"https://orcid.org/0000-0002-7562-3689"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyuan Qian","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101556514","display_name":"Ming Lu","orcid":"https://orcid.org/0000-0002-1701-9133"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Lu","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026346378","display_name":"Ali Ata Tuz","orcid":"https://orcid.org/0000-0002-9802-2317"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ali Ata Tuz","raw_affiliation_strings":["Institute for Experimental Immunology and Imaging, University Hospital, University of Duisburg-Essen, Essen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Experimental Immunology and Imaging, University Hospital, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020520632","display_name":"Matthias Gunzer","orcid":"https://orcid.org/0000-0002-5534-6055"},"institutions":[{"id":"https://openalex.org/I4210121365","display_name":"Leibniz Institute for Analytical Sciences - ISAS","ror":"https://ror.org/02jhqqg57","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210121365"]},{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Gunzer","raw_affiliation_strings":["Institute for Experimental Immunology and Imaging, University Hospital, University of Duisburg-Essen, Essen, Germany","Leibniz-Institut f\u00fcr Analytische Wissenschaften - ISAS, Dortmund, Germany","Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Experimental Immunology and Imaging, University Hospital, University of Duisburg-Essen, Essen, Germany","institution_ids":["https://openalex.org/I62318514"]},{"raw_affiliation_string":"Leibniz-Institut f\u00fcr Analytische Wissenschaften - ISAS, Dortmund, Germany","institution_ids":["https://openalex.org/I4210121365"]},{"raw_affiliation_string":"Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS, Dortmund, Germany","institution_ids":["https://openalex.org/I4210121365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058066577","display_name":"Tiejun Huang","orcid":"https://orcid.org/0000-0002-4234-6099"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun Huang","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China. tjhuang@pku.edu.cn","State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China. tjhuang@pku.edu.cn","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052870302","display_name":"Jianxu Chen","orcid":"https://orcid.org/0000-0002-8500-1357"},"institutions":[{"id":"https://openalex.org/I4210121365","display_name":"Leibniz Institute for Analytical Sciences - ISAS","ror":"https://ror.org/02jhqqg57","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210121365"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jianxu Chen","raw_affiliation_strings":["Leibniz-Institut f\u00fcr Analytische Wissenschaften - ISAS, Dortmund, Germany. jianxu.chen@isas.de","Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz-Institut f\u00fcr Analytische Wissenschaften - ISAS, Dortmund, Germany. jianxu.chen@isas.de","institution_ids":["https://openalex.org/I4210121365"]},{"raw_affiliation_string":"Leibniz-Institut f\u00fcr Analytische Wissenschaften \u2013 ISAS, Dortmund, Germany","institution_ids":["https://openalex.org/I4210121365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013030532","display_name":"Shanghang Zhang","orcid":"https://orcid.org/0000-0003-4047-3526"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanghang Zhang","raw_affiliation_strings":["State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China. shanghang@pku.edu.cn","State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China. shanghang@pku.edu.cn","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5090540302"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":{"value":9750,"currency":"EUR","value_usd":11690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19910794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"11","first_page":"1041","last_page":"1050"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.987500011920929,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9821000099182129,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6306999921798706},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6043999791145325},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.541700005531311},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5108000040054321},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4447999894618988},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.39969998598098755},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.39739999175071716},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3856000006198883}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6467000246047974},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6306999921798706},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6043999791145325},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.541700005531311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5339999794960022},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5108000040054321},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49639999866485596},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4447999894618988},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.39969998598098755},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.39739999175071716},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3856000006198883},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36959999799728394},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.35910001397132874},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32679998874664307},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.2637999951839447},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.258899986743927}],"mesh":[{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","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":"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":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008853","descriptor_name":"Microscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1038/s43588-025-00889-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s43588-025-00889-4","pdf_url":"https://www.nature.com/articles/s43588-025-00889-4.pdf","source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},{"id":"pmid:41073772","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41073772","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":"Nature computational science","raw_type":null},{"id":"pmh:oai:europepmc.org:11445161","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12638249","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12638249/pdf/43588_2025_Article_889.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s43588-025-00889-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s43588-025-00889-4","pdf_url":"https://www.nature.com/articles/s43588-025-00889-4.pdf","source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1870188661","display_name":null,"funder_award_id":"2022ZD0117800","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3370158539","display_name":null,"funder_award_id":"161L0272","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3632149635","display_name":null,"funder_award_id":"GU769/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4481851374","display_name":null,"funder_award_id":"Leibniz","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5106512922","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5781942091","display_name":null,"funder_award_id":"W2442028","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5950108395","display_name":null,"funder_award_id":"TRR33","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G598508341","display_name":null,"funder_award_id":"TRR332 C6","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6024419964","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7335983702","display_name":null,"funder_award_id":"TRR332","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G762232396","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8330397625","display_name":null,"funder_award_id":"Funding","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8586763733","display_name":null,"funder_award_id":"GU769/15\u20131","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320328599","display_name":"Ministerium f\u00fcr Kultur und Wissenschaft des Landes Nordrhein-Westfalen","ror":null},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null},{"id":"https://openalex.org/F4320334763","display_name":"Leibniz-Gemeinschaft","ror":"https://ror.org/01n6r0e97"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415024859.pdf","grobid_xml":"https://content.openalex.org/works/W4415024859.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1974694769","https://openalex.org/W2064076387","https://openalex.org/W2089141841","https://openalex.org/W2108539424","https://openalex.org/W2127328237","https://openalex.org/W2170023599","https://openalex.org/W2598427385","https://openalex.org/W2743127194","https://openalex.org/W2768628697","https://openalex.org/W2903709268","https://openalex.org/W2950501364","https://openalex.org/W2962785568","https://openalex.org/W2963627347","https://openalex.org/W2972526668","https://openalex.org/W2978631110","https://openalex.org/W3037856367","https://openalex.org/W3133270374","https://openalex.org/W3147913128","https://openalex.org/W3217102738","https://openalex.org/W4200150166","https://openalex.org/W4226251227","https://openalex.org/W4297846303","https://openalex.org/W4313545069","https://openalex.org/W4382239905","https://openalex.org/W4383956908","https://openalex.org/W4386071654","https://openalex.org/W4387616696","https://openalex.org/W4390190370","https://openalex.org/W4390919798","https://openalex.org/W4402754291","https://openalex.org/W4404577582","https://openalex.org/W6968325867","https://openalex.org/W6968715714"],"related_works":[],"abstract_inverted_index":{"The":[0],"rapid":[1],"pace":[2],"of":[3,42,71,83],"innovation":[4],"in":[5],"biological":[6],"microscopy":[7,85],"has":[8],"produced":[9],"increasingly":[10],"large":[11],"images,":[12,86],"putting":[13],"pressure":[14],"on":[15,56],"data":[16,21],"storage":[17],"and":[18,24,74],"impeding":[19],"efficient":[20,30],"sharing,":[22],"management":[23],"visualization.":[25],"This":[26],"trend":[27],"necessitates":[28],"new,":[29],"compression":[31,53,95],"solutions,":[32],"as":[33],"traditional":[34],"coder-decoder":[35],"methods":[36],"often":[37],"struggle":[38],"with":[39],"the":[40,99],"diversity":[41],"bioimages,":[43],"leading":[44],"to":[45],"suboptimal":[46],"results.":[47],"Here":[48],"we":[49,87],"show":[50],"an":[51],"adaptive":[52],"workflow":[54,91],"based":[55],"implicit":[57],"neural":[58],"representation":[59],"that":[60,89],"addresses":[61],"these":[62],"challenges.":[63],"Our":[64],"approach":[65],"enables":[66],"application-specific":[67],"compression,":[68],"supports":[69],"images":[70],"varying":[72],"dimensionality":[73],"allows":[75],"arbitrary":[76],"pixel-wise":[77],"decompression.":[78],"On":[79],"a":[80],"wide":[81],"range":[82],"real-world":[84],"demonstrate":[88],"our":[90],"achieves":[92],"high,":[93],"controllable":[94],"ratios":[96],"while":[97],"preserving":[98],"critical":[100],"details":[101],"necessary":[102],"for":[103],"downstream":[104],"scientific":[105],"analysis.":[106]},"counts_by_year":[],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}