{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T09:15:41Z","timestamp":1762766141301,"version":"build-2065373602"},"reference-count":30,"publisher":"American Chemical Society (ACS)","issue":"21","license":[{"start":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T00:00:00Z","timestamp":1761609600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Bundesministerium f?r Bildung und Forschung","doi-asserted-by":"publisher","award":["13N15466","13N15706"],"award-info":[{"award-number":["13N15466","13N15706"]}],"id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["441958208","512648189"],"award-info":[{"award-number":["441958208","512648189"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Th?ringer Universit?ts und Landesbibliothek"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2025,11,10]]},"DOI":"10.1021\/acs.jcim.5c02055","type":"journal-article","created":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T18:38:23Z","timestamp":1761676703000},"page":"11733-11745","source":"Crossref","is-referenced-by-count":0,"title":["Inverse Modeling for Artifact Removal in Photonic Data: A Computational Physics and Transfer Learning-Based Approach"],"prefix":"10.1021","volume":"65","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-1035-3231","authenticated-orcid":true,"given":"Ravi Teja","family":"Vulchi","sequence":"first","affiliation":[{"name":"Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich Schiller University Jena, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Helmholtzweg 4, Jena 07743, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8681-1941","authenticated-orcid":true,"given":"Volodymyr","family":"Morgunov","sequence":"additional","affiliation":[{"name":"Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich Schiller University Jena, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Helmholtzweg 4, Jena 07743, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8652-8812","authenticated-orcid":true,"given":"Julian","family":"Hniopek","sequence":"additional","affiliation":[{"name":"Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Strasse 9, Jena 07745, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4655-8080","authenticated-orcid":true,"given":"Oleg","family":"Ryabchykov","sequence":"additional","affiliation":[{"name":"Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Strasse 9, Jena 07745, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2778-6624","authenticated-orcid":true,"given":"Thomas","family":"Bocklitz","sequence":"additional","affiliation":[{"name":"Institute of Physical Chemistry (IPC) and Abbe Center of Photonics (ACP), Friedrich Schiller University Jena, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Helmholtzweg 4, Jena 07743, Germany"},{"name":"Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Member of the Leibniz Centre for Photonics in Infection Research (LPI), Albert-Einstein-Strasse 9, Jena 07745, Germany"}]}],"member":"316","published-online":{"date-parts":[[2025,10,28]]},"reference":[{"key":"ref1\/cit1","unstructured":"Popp, J.; Tuchin, V. V.; Chiou, A.; Heinemann, S. H.\n                      Photonics for health care\n                      ; Wiley-VCH: 2012."},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1002\/jrs.1161"},{"key":"ref3\/cit3a","first-page":"49","volume-title":"Light Scattering in Solids V: Superlattices and Other Microstructures","author":"Cardona M.","year":"2006"},{"issue":"3","key":"ref3\/cit3b","first-page":"22","volume":"27","author":"Tuschel D.","year":"2012","journal-title":"Spectroscopy"},{"key":"ref4\/cit4a","doi-asserted-by":"publisher","DOI":"10.1002\/ansa.202200003"},{"key":"ref4\/cit4b","doi-asserted-by":"publisher","DOI":"10.1007\/s00604-013-1115-3"},{"key":"ref5\/cit5a","doi-asserted-by":"publisher","DOI":"10.1002\/jrs.4864"},{"key":"ref5\/cit5b","doi-asserted-by":"publisher","DOI":"10.1016\/j.forsciint.2013.07.017"},{"key":"ref6\/cit6a","volume":"3","author":"Bowie B. T.","year":"2002","journal-title":"Handbook of vibrational spectroscopy"},{"key":"ref6\/cit6b","doi-asserted-by":"publisher","DOI":"10.3390\/molecules29194748"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2818258"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1039\/C9JA00435A"},{"key":"ref9\/cit9a","doi-asserted-by":"crossref","unstructured":"Vogel, C. R.\n                      Computational methods for inverse problems\n                      ; SIAM: 2002.","DOI":"10.1137\/1.9780898717570"},{"key":"ref9\/cit9b","unstructured":"Houhou, R. Inverse and forward modeling tools for biophotonic data. Doctoral dissertation, 2022."},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-69754-w"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.450928"},{"key":"ref12\/cit12a","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2021.110676"},{"key":"ref12\/cit12b","doi-asserted-by":"publisher","DOI":"10.1364\/OE.384875"},{"key":"ref13\/cit13a","doi-asserted-by":"publisher","DOI":"10.1021\/acs.analchem.2c03082"},{"key":"ref13\/cit13b","doi-asserted-by":"publisher","DOI":"10.1002\/jrs.6053"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.3004555"},{"key":"ref15\/cit15a","doi-asserted-by":"publisher","DOI":"10.1002\/pro.4200"},{"key":"ref15\/cit15b","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jctc.8b01176"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1039\/C7AY01363A"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1021\/acs.analchem.8b02167"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1002\/9781119636489.ch6"},{"journal-title":"Back illuminated vs. front illuminated CCD-based imaging sensors and how it impacts Raman spectra","year":"2019","author":"Heintz R.","key":"ref19\/cit19"},{"journal-title":"arXiv","year":"2016","author":"Byrnes S. J.","key":"ref20\/cit20"},{"key":"ref21\/cit21","first-page":"032026","volume-title":"IOP Conference Series: Materials Science and Engineering","volume":"518","author":"Mohammed Z. H.","year":"2019"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1063\/1.4986506"}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c02055","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c02055","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T09:12:12Z","timestamp":1762765932000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.5c02055"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,28]]},"references-count":30,"journal-issue":{"issue":"21","published-print":{"date-parts":[[2025,11,10]]}},"alternative-id":["10.1021\/acs.jcim.5c02055"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.5c02055","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"type":"print","value":"1549-9596"},{"type":"electronic","value":"1549-960X"}],"subject":[],"published":{"date-parts":[[2025,10,28]]}}}