{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T00:30:33Z","timestamp":1785457833288,"version":"3.56.0"},"reference-count":37,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"funder":[{"name":"National Key R&D Program of China","award":["2018YFF01012000"],"award-info":[{"award-number":["2018YFF01012000"]}]},{"DOI":"10.13039\/501100004826","name":"Natural Science Foundation of Beijing","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Program for Original Innovation Joint Foundation of Haidian District","award":["L182066"],"award-info":[{"award-number":["L182066"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["11904026"],"award-info":[{"award-number":["11904026"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["1194021"],"award-info":[{"award-number":["1194021"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.fr","clinicalkey.jp","clinicalkey.es","clinicalkey.com.au","clinicalkey.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Photodiagnosis and Photodynamic Therapy"],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1016\/j.pdpdt.2020.102048","type":"journal-article","created":{"date-parts":[[2020,10,2]],"date-time":"2020-10-02T16:14:43Z","timestamp":1601655283000},"page":"102048","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":27,"special_numbering":"C","title":["Diverse spectral band-based deep residual network for tongue squamous cell carcinoma classification using fiber optic Raman spectroscopy"],"prefix":"10.1016","volume":"32","author":[{"given":"Jingya","family":"Ding","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingxin","family":"Yu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lianqing","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiabin","family":"Xia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangkai","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"no. 10","key":"10.1016\/j.pdpdt.2020.102048_bib0005","first-page":"1391","article-title":"Adult height and head and neck cancer: a pooled analysis within the INHANCE Consortium","volume":"36","author":"Leoncini","year":"2014","journal-title":"Head Neck"},{"issue":"no. 1","key":"10.1016\/j.pdpdt.2020.102048_bib0010","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1134\/S1054660X12010185","article-title":"Raman spectral properties of squamous cell carcinoma of oral tissues and cells","volume":"22","author":"Su","year":"2012","journal-title":"Laser Phys."},{"issue":"no. 2","key":"10.1016\/j.pdpdt.2020.102048_bib0015","doi-asserted-by":"crossref","first-page":"74","DOI":"10.3322\/canjclin.55.2.74","article-title":"Global Cancer statistics, 2002","volume":"55","author":"Parkin","year":"2005","journal-title":"CA Cancer J. Clin."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0020","doi-asserted-by":"crossref","DOI":"10.1002\/hed.24075","article-title":"Resection margins in oral cancer surgery: room for improvement","author":"Smits","year":"2016","journal-title":"Head Neck"},{"issue":"no. 1","key":"10.1016\/j.pdpdt.2020.102048_bib0025","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/j.oraloncology.2009.10.011","article-title":"Predictors of locoregional recurrence in early stage oral cavity cancer with free surgical margins","volume":"46","author":"Huang","year":"2010","journal-title":"Oral Oncol."},{"issue":"no. 5","key":"10.1016\/j.pdpdt.2020.102048_bib0030","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1001\/archotol.1992.01880050029006","article-title":"Prognostic Factors in the Recurrence of Stage I and II Squamous Cell Cancer of the Oral Cavity","volume":"118","author":"Jones","year":"1992","journal-title":"Arch. Otolaryngol. Neck Surg."},{"issue":"no. 3","key":"10.1016\/j.pdpdt.2020.102048_bib0035","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.bjoms.2007.11.004","article-title":"Survival after diagnosis of cancer of the oral cavity","volume":"46","author":"Sargeran","year":"2008","journal-title":"Br. J. Oral Maxillofac. Surg."},{"issue":"no. 6","key":"10.1016\/j.pdpdt.2020.102048_bib0040","doi-asserted-by":"crossref","first-page":"1182","DOI":"10.1016\/j.joms.2014.12.014","article-title":"How does the close surgical margin impact recurrence and survival when treating oral squamous cell Carcinoma?","volume":"73","author":"Dillon","year":"2015","journal-title":"J. Oral Maxillofac. Surg."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0045","doi-asserted-by":"crossref","DOI":"10.5794\/jjoms.61.137","article-title":"Pathological diagnosis and cytological examination of oral cancer","author":"Tanaka","year":"2015","journal-title":"Jpn. J. Oral Maxillofac. Surg."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0050","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.tice.2018.06.004","article-title":"Automatic identification of clinically relevant regions from oral tissue histological images for oral squamous cell carcinoma diagnosis","volume":"53","author":"Das","year":"2018","journal-title":"Tissue Cell"},{"issue":"no. 4","key":"10.1016\/j.pdpdt.2020.102048_bib0055","first-page":"199","article-title":"Oral cancer: Current and future diagnostic techniques","volume":"21","author":"Scully","year":"2008","journal-title":"Am. J. Dent."},{"issue":"no. 4","key":"10.1016\/j.pdpdt.2020.102048_bib0060","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1002\/bip.1013","article-title":"Distinguishing malignant from normal oral tissues using FTIR fiber-optic techniques","volume":"62","author":"Wu","year":"2001","journal-title":"Biopolym. - Biospectroscopy Sect."},{"issue":"no. 7","key":"10.1016\/j.pdpdt.2020.102048_bib0065","doi-asserted-by":"crossref","first-page":"963","DOI":"10.1002\/jrs.4318","article-title":"Method development: raman spectroscopy-based histopathology of oral mucosa","volume":"44","author":"Cals","year":"2013","journal-title":"J. Raman Spectrosc."},{"issue":"no. 10","key":"10.1016\/j.pdpdt.2020.102048_bib0070","article-title":"Simultaneous measurement of neuronal activity and magnetoencephalography and near-infrared spectroscopy","volume":"17","author":"Monteiro","year":"2012","journal-title":"J. Biomed. Opt."},{"issue":"no. 3","key":"10.1016\/j.pdpdt.2020.102048_bib0075","doi-asserted-by":"crossref","first-page":"354","DOI":"10.3390\/pharmaceutics3030354","article-title":"Advances in bio-optical imaging for the diagnosis of early oral cancer","volume":"3","author":"Olivo","year":"2011","journal-title":"Pharmaceutics"},{"issue":"no. 6","key":"10.1016\/j.pdpdt.2020.102048_bib0080","doi-asserted-by":"crossref","first-page":"1232","DOI":"10.1002\/jrs.2838","article-title":"Comparison of molecular images as defined by Raman spectra between normal mucosa and squamous cell carcinoma in the oral cavity","volume":"42","author":"Guze","year":"2011","journal-title":"J. Raman Spectrosc."},{"issue":"no. June","key":"10.1016\/j.pdpdt.2020.102048_bib0085","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.tice.2018.06.004","article-title":"Automatic identification of clinically relevant regions from oral tissue histological images for oral squamous cell carcinoma diagnosis","volume":"53","author":"Das","year":"2018","journal-title":"Tissue Cell"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0090","doi-asserted-by":"crossref","DOI":"10.1007\/s12045-010-0016-6","article-title":"Surface-enhanced raman spectroscopy","author":"Sur","year":"2010","journal-title":"Resonance"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0095","series-title":"Modern Raman Spectroscopy - a Practical Approach","author":"Smith","year":"2005"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0100","doi-asserted-by":"crossref","DOI":"10.3390\/ijms160714554","article-title":"Advances in the in vivo Raman spectroscopy of malignant skin tumors using portable instrumentation","author":"Kourkoumelis","year":"2015","journal-title":"Int. J. Mol. Sci."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0105","doi-asserted-by":"crossref","DOI":"10.1080\/05704928.2014.923902","article-title":"Raman spectroscopy of biological tissues","author":"Talari","year":"2015","journal-title":"Appl. Spectrosc. Rev."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0110","doi-asserted-by":"crossref","DOI":"10.1002\/ijc.11500","article-title":"Near-infrared Raman spectroscopy for optical diagnosis of lung cancer","author":"Huang","year":"2003","journal-title":"Int. J. Cancer"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0115","doi-asserted-by":"crossref","DOI":"10.1002\/jbio.201400026","article-title":"Real-time in vivo cancer diagnosis using raman spectroscopy","author":"Wang","year":"2015","journal-title":"J. Biophotonics"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0120","article-title":"Raman spectroscopy for cancer diagnosis","author":"Keller","year":"2006","journal-title":"Spectroscopy (Santa Monica)."},{"issue":"no. 4","key":"10.1016\/j.pdpdt.2020.102048_bib0125","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1002\/jrs.3070","article-title":"Diagnosis of head and neck squamous cell carcinoma using Raman spectroscopy: tongue tissues","volume":"43","author":"Devpura","year":"2012","journal-title":"J. Raman Spectrosc."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0130","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/j.oraloncology.2016.06.012","article-title":"Development and validation of Raman spectroscopic classification models to discriminate tongue squamous cell carcinoma from non-tumorous tissue","volume":"60","author":"Cals","year":"2016","journal-title":"Oral Oncol."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0135","first-page":"1","article-title":"Classification of oral cancers using Raman spectroscopy of serum","volume":"8939","author":"Sahu","year":"2014","journal-title":"Proceedings"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0140","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1016\/j.vibspec.2016.07.003","article-title":"Clinical application of infrared fibre-optic probes for the discrimination of colorectal cancer tissues and cancer grades","volume":"91","author":"Ollesch","year":"2017","journal-title":"Vib. Spectrosc."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0145","doi-asserted-by":"crossref","DOI":"10.1080\/05704928.2011.625748","article-title":"New developments and applications of handheld raman, mid-infrared, and near-infrared spectrometers","author":"Sorak","year":"2012","journal-title":"Appl. Spectrosc. Rev."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0150","doi-asserted-by":"crossref","DOI":"10.1117\/1.1920247","article-title":"Real-time Raman system for in vivo disease diagnosis","author":"Motz","year":"2005","journal-title":"J. Biomed. Opt."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0155","doi-asserted-by":"crossref","DOI":"10.1117\/1.JBO.21.9.094002","article-title":"Neural networks improve brain cancer detection with Raman spectroscopy in the presence of operating room light artifacts","author":"Jermyn","year":"2016","journal-title":"J. Biomed. Opt."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0160","series-title":"Advances in Neural Information Processing Systems","article-title":"Kernel PCA and de-noising in feature spaces","author":"Mika","year":"1999"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0165","doi-asserted-by":"crossref","DOI":"10.2307\/2983518","article-title":"Discriminant Analysis and Statistical Pattern Recognition","author":"Moore","year":"1994","journal-title":"J. R. Stat. Soc. Ser. A (Statistics Soc."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0170","doi-asserted-by":"crossref","DOI":"10.1145\/1961189.1961199","article-title":"LIBSVM: A Library for support vector machines","author":"Chang","year":"2011","journal-title":"ACM Trans. Intell. Syst. Technol."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0175","first-page":"1335","article-title":"Person re-identification by multi-channel parts-based CNN with improved triplet loss function","volume":"2016","author":"Cheng","year":"2016"},{"key":"10.1016\/j.pdpdt.2020.102048_bib0180","article-title":"Deep residual network framework for structural health monitoring","author":"Wang","year":"2020","journal-title":"Struct. Health Monit."},{"key":"10.1016\/j.pdpdt.2020.102048_bib0185","series-title":"Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics","first-page":"1","author":"Bjerrum","year":"2017"}],"updated-by":[{"DOI":"10.1016\/j.pdpdt.2022.102981","type":"erratum","label":"Erratum","source":"publisher","updated":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000}}],"container-title":["Photodiagnosis and Photodynamic Therapy"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1572100020304026?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1572100020304026?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T17:39:27Z","timestamp":1657906767000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1572100020304026"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":37,"alternative-id":["S1572100020304026"],"URL":"https:\/\/doi.org\/10.1016\/j.pdpdt.2020.102048","relation":{"erratum":[{"id-type":"doi","id":"10.1016\/j.pdpdt.2022.102981","asserted-by":"object"}]},"ISSN":["1572-1000"],"issn-type":[{"value":"1572-1000","type":"print"}],"subject":[],"published":{"date-parts":[[2020,12]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Diverse spectral band-based deep residual network for tongue squamous cell carcinoma classification using fiber optic Raman spectroscopy","name":"articletitle","label":"Article Title"},{"value":"Photodiagnosis and Photodynamic Therapy","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.pdpdt.2020.102048","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2020 Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"102048"}}