{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T22:35:01Z","timestamp":1768602901023,"version":"3.49.0"},"reference-count":51,"publisher":"American Chemical Society (ACS)","issue":"12","license":[{"start":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T00:00:00Z","timestamp":1753401600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100005302","name":"University of Illinois at Urbana-Champaign","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005302","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Chemical & Biomedical Imaging"],"published-print":{"date-parts":[[2025,12,22]]},"DOI":"10.1021\/cbmi.5c00042","type":"journal-article","created":{"date-parts":[[2025,7,25]],"date-time":"2025-07-25T19:52:36Z","timestamp":1753473156000},"page":"849-856","source":"Crossref","is-referenced-by-count":0,"title":["D-Blur: A Deep Learning Approach for Mapping Subdiffraction Diffusion with Motion-Blurred Images"],"prefix":"10.1021","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3080-7457","authenticated-orcid":true,"given":"Dongyu","family":"Fan","sequence":"first","affiliation":[{"name":"Department of Chemical and Biomolecular Engineering","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6669-6835","authenticated-orcid":true,"given":"Nikita","family":"Kovalenko","sequence":"additional","affiliation":[{"name":"Department of Chemistry","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9394-5354","authenticated-orcid":true,"given":"Jagriti","family":"Chatterjee","sequence":"additional","affiliation":[{"name":"Department of Chemistry","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7510-4558","authenticated-orcid":true,"given":"Subhojyoti","family":"Chatterjee","sequence":"additional","affiliation":[{"name":"Department of Chemistry","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cong","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Chemistry","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5303-8561","authenticated-orcid":true,"given":"Emil","family":"Gillett","sequence":"additional","affiliation":[{"name":"Department of Chemistry","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4163-6497","authenticated-orcid":true,"given":"Christy F.","family":"Landes","sequence":"additional","affiliation":[{"name":"Department of Chemical and Biomolecular Engineering","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]},{"name":"Department of Chemistry","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]},{"name":"Department of Electrical and Computer Engineering","place":["Urbana, United States"]},{"name":"University of Illinois at Urbana\u2212Champaign","place":["Urbana, United States"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"316","published-online":{"date-parts":[[2025,7,25]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.3c11309"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1012868107"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1021\/acs.nanolett.3c04870"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1021\/cbmi.4c00019"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1021\/cbmi.3c00036"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.1021\/ac5039225"},{"key":"ref7\/cit7","first-page":"353","volume-title":"Annual Review of Physical Chemistry, Vol 69","volume":"69","author":"Moringo N. A.","year":"2018"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1021\/cbmi.3c00020"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1039\/b909052p"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1021\/nn304285m"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.80.839"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.6b00815"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.6b00629"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-21652-z"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17444-6"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1021\/am507730k"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1039\/C3CP53968G"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpca.1c06100"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0900245106"},{"key":"ref20\/cit20","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1216687109"},{"key":"ref21\/cit21","doi-asserted-by":"publisher","DOI":"10.1021\/cbmi.3c00045"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1016\/S0006-3495(91)82125-7"},{"key":"ref23\/cit23","doi-asserted-by":"publisher","DOI":"10.1063\/5.0038174"},{"key":"ref24\/cit24","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.82.041914"},{"key":"ref25\/cit25","doi-asserted-by":"publisher","DOI":"10.1529\/biophysj.105.062836"},{"key":"ref26\/cit26","doi-asserted-by":"publisher","DOI":"10.1016\/j.bpj.2009.04.048"},{"key":"ref27\/cit27","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.5b03430"},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-0793-0"},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-023-04729-x"},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1021\/acs.nanolett.4c00267"},{"key":"ref31\/cit31","doi-asserted-by":"publisher","DOI":"10.1021\/acs.analchem.3c05857"},{"key":"ref32\/cit32","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-0853-5"},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-021-01236-x"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1804420115"},{"key":"ref35\/cit35","doi-asserted-by":"publisher","DOI":"10.1364\/OL.28.000801"},{"key":"ref36\/cit36","doi-asserted-by":"publisher","DOI":"10.1111\/j.0022-2720.2004.01393.x"},{"key":"ref37\/cit37","first-page":"234","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"Ronneberger O.","year":"2015"},{"key":"ref38\/cit38","unstructured":"Paszke, A.; Gross, S.; Massa, F.; Lerer, A.; Bradbury, J.; Chanan, G.; Killeen, T.; Lin, Z.; Gimelshein, N.; Antiga, L.; Desmaison, A.; K\u00f6pf, A.; Yang, E. Z.; DeVito, Z.; Raison, M.; Tejani, A.; Chilamkurthy, S.; Steiner, B.; Fang, L.; Bai, J.; Chintala, S. PyTorch: An Imperative Style, High-Performance Deep Learning Library.\n                      CoRR\n                      2019,\n                      abs\/1912.01703\n                      ."},{"key":"ref39\/cit39","unstructured":"Guillemot, M.; Heusele, C.; Korichi, R.; Schnebert, S.; Chen, L.\n                      Breaking Batch Normalization for Better Explainability of Deep Neural Networks through Layer-Wise Relevance Propagation\n                      , 2020. https:\/\/arxiv.org\/abs\/2002.11018."},{"key":"ref40\/cit40","unstructured":"Sun, J.; Cao, X.; Liang, H.; Huang, W.; Chen, Z.; Li, Z.\n                      New Interpretations of Normalization Methods in Deep Learning\n                      , 2020. https:\/\/arxiv.org\/abs\/2006.09104."},{"key":"ref41\/cit41","unstructured":"Luo, P.; Wang, X.; Shao, W.; Peng, Z.\n                      Towards Understanding Regularization in Batch Normalization\n                      , 2019. https:\/\/arxiv.org\/abs\/1809.00846."},{"key":"ref42\/cit42","doi-asserted-by":"publisher","DOI":"10.1021\/jacs.1c12328"},{"key":"ref43\/cit43","doi-asserted-by":"publisher","DOI":"10.1021\/acs.langmuir.3c00868"},{"key":"ref44\/cit44","doi-asserted-by":"publisher","DOI":"10.1063\/5.0078797"},{"key":"ref45\/cit45","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2104624118"},{"key":"ref46\/cit46","doi-asserted-by":"publisher","DOI":"10.1364\/OPTICA.5.001063"},{"key":"ref47\/cit47","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-025-02594-6"},{"key":"ref48\/cit48","doi-asserted-by":"publisher","DOI":"10.1016\/j.carbpol.2018.01.060"},{"key":"ref49\/cit49","doi-asserted-by":"publisher","DOI":"10.1039\/D0NR05390B"},{"key":"ref50\/cit50","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/28\/1\/017"},{"key":"ref51\/cit51","doi-asserted-by":"publisher","DOI":"10.1021\/ma047337w"}],"container-title":["Chemical & Biomedical Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/cbmi.5c00042","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/cbmi.5c00042","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T10:55:04Z","timestamp":1768560904000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/cbmi.5c00042"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,25]]},"references-count":51,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2025,12,22]]}},"alternative-id":["10.1021\/cbmi.5c00042"],"URL":"https:\/\/doi.org\/10.1021\/cbmi.5c00042","relation":{},"ISSN":["2832-3637","2832-3637"],"issn-type":[{"value":"2832-3637","type":"print"},{"value":"2832-3637","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,25]]}}}