{"id":"https://openalex.org/W1993663245","doi":"https://doi.org/10.1109/isbi.2014.6868137","title":"Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa","display_name":"Transfer learning of tissue photon interaction in optical coherence tomography towardsin vivo histology of the oral mucosa","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W1993663245","doi":"https://doi.org/10.1109/isbi.2014.6868137","mag":"1993663245"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2014.6868137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6868137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010986022","display_name":"Debdoot Sheet","orcid":"https://orcid.org/0000-0001-9046-149X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","IN"],"is_corresponding":true,"raw_author_name":"Debdoot Sheet","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Germany","School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045511826","display_name":"Satarupa Banerjee","orcid":"https://orcid.org/0000-0002-0986-2796"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Satarupa Banerjee","raw_affiliation_strings":["School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067592609","display_name":"Sri Phani Krishna Karri","orcid":"https://orcid.org/0000-0002-0083-0114"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sri Phani Krishna Karri","raw_affiliation_strings":["Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, IN"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, IN","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043357108","display_name":"Swarnendu Bag","orcid":"https://orcid.org/0000-0003-2811-482X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swarnendu Bag","raw_affiliation_strings":["School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025397499","display_name":"Anji Anura","orcid":"https://orcid.org/0000-0002-2395-9113"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anji Anura","raw_affiliation_strings":["School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"School of Medical Science and Technology, Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048713211","display_name":"Amita Giri","orcid":"https://orcid.org/0000-0002-4564-0269"},"institutions":[{"id":"https://openalex.org/I40380974","display_name":"North Bengal Medical College and Hospital","ror":"https://ror.org/05xhkqs13","country_code":"IN","type":"other","lineage":["https://openalex.org/I40380974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amita Giri","raw_affiliation_strings":["Department of Pathology, North Bengal Medical College and Hospital, Darjeeling, India"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, North Bengal Medical College and Hospital, Darjeeling, India","institution_ids":["https://openalex.org/I40380974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045616465","display_name":"Ranjan Rashmi Paul","orcid":"https://orcid.org/0000-0001-6221-6446"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ranjan Rashmi Paul","raw_affiliation_strings":["Oral and Maxillofacial Pathology, Guru Nanak Institute of Dental Sc. and Res., Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Oral and Maxillofacial Pathology, Guru Nanak Institute of Dental Sc. and Res., Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003760022","display_name":"Mousumi Pal","orcid":"https://orcid.org/0000-0002-1616-3790"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mousumi Pal","raw_affiliation_strings":["Oral and Maxillofacial Pathology, Guru Nanak Institute of Dental Sc. and Res., Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Oral and Maxillofacial Pathology, Guru Nanak Institute of Dental Sc. and Res., Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109275902","display_name":"Badal Chandra Sarkar","orcid":null},"institutions":[{"id":"https://openalex.org/I40380974","display_name":"North Bengal Medical College and Hospital","ror":"https://ror.org/05xhkqs13","country_code":"IN","type":"other","lineage":["https://openalex.org/I40380974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Badal C. Sarkar","raw_affiliation_strings":["Oral and Maxillofacial Pathology, North Bengal Dental College and Hospital, Darjeeling, India"],"affiliations":[{"raw_affiliation_string":"Oral and Maxillofacial Pathology, North Bengal Dental College and Hospital, Darjeeling, India","institution_ids":["https://openalex.org/I40380974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086446469","display_name":"Ranjan Ghosh","orcid":"https://orcid.org/0000-0002-8944-7436"},"institutions":[{"id":"https://openalex.org/I40380974","display_name":"North Bengal Medical College and Hospital","ror":"https://ror.org/05xhkqs13","country_code":"IN","type":"other","lineage":["https://openalex.org/I40380974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ranjan Ghosh","raw_affiliation_strings":["Oral and Maxillofacial Pathology, North Bengal Dental College and Hospital, Darjeeling, India"],"affiliations":[{"raw_affiliation_string":"Oral and Maxillofacial Pathology, North Bengal Dental College and Hospital, Darjeeling, India","institution_ids":["https://openalex.org/I40380974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064644786","display_name":"Amin Katouzian","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Amin Katouzian","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Chair for Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Germany"],"affiliations":[{"raw_affiliation_string":"Chair for Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111721377","display_name":"Ajoy Kumar Ray","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajoy K. Ray","raw_affiliation_strings":["Electronics and Electrical Comm. Engg., Indian Institute of Technology Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Electronics and Electrical Comm. Engg., Indian Institute of Technology Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5010986022"],"corresponding_institution_ids":["https://openalex.org/I145894827","https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":0.7473,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7097686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1389","last_page":"1392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.964900016784668,"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/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.8121607303619385},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.7015790939331055},{"id":"https://openalex.org/keywords/oral-mucosa","display_name":"Oral mucosa","score":0.6935633420944214},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.5456900596618652},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.5346056222915649},{"id":"https://openalex.org/keywords/in-vivo","display_name":"In vivo","score":0.4356159269809723},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3702569901943207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32255205512046814},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2612385153770447},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2241474986076355}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.8121607303619385},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.7015790939331055},{"id":"https://openalex.org/C2779409057","wikidata":"https://www.wikidata.org/wiki/Q1776131","display_name":"Oral mucosa","level":2,"score":0.6935633420944214},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.5456900596618652},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.5346056222915649},{"id":"https://openalex.org/C207001950","wikidata":"https://www.wikidata.org/wiki/Q141124","display_name":"In vivo","level":2,"score":0.4356159269809723},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3702569901943207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32255205512046814},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2612385153770447},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2241474986076355},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2014.6868137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6868137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W256254973","https://openalex.org/W1503393361","https://openalex.org/W1564277717","https://openalex.org/W1630865570","https://openalex.org/W1970800351","https://openalex.org/W2004007806","https://openalex.org/W2032966177","https://openalex.org/W2078920062","https://openalex.org/W2103457061","https://openalex.org/W2110606519","https://openalex.org/W2118603391","https://openalex.org/W2150922124","https://openalex.org/W2156030624","https://openalex.org/W2165698076","https://openalex.org/W2167521613","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W3039419443","https://openalex.org/W4386772532","https://openalex.org/W2115661411","https://openalex.org/W2399391471","https://openalex.org/W2400254106","https://openalex.org/W2970729894","https://openalex.org/W2485175520","https://openalex.org/W4381996710","https://openalex.org/W4294739205","https://openalex.org/W4308553438"],"abstract_inverted_index":{"Oral":[0],"cancer":[1],"evolves":[2],"from":[3],"different":[4],"premalignant":[5,132],"conditions":[6],"and":[7,34,54,99,102,106,133],"the":[8,47,80,84,110,115,145],"key":[9],"to":[10,118],"save":[11],"lives":[12],"is":[13,27,40,125],"through":[14],"diagnosis":[15],"of":[16,22,31,68,86,97,122,130,144],"early":[17],"symptoms.":[18],"The":[19,91],"conventional":[20,128],"practice":[21],"post":[23],"biopsy":[24],"histopathology":[25,129],"reporting":[26,89],"dependent":[28],"on":[29],"specificity":[30],"sampling":[32],"site":[33],"optical":[35],"coherence":[36],"tomography":[37],"(OCT)":[38],"imaging":[39],"clinically":[41],"used":[42],"for":[43,78,148],"guidance.":[44],"Clinicians":[45],"infer":[46],"tissue":[48,69],"constitution":[49],"by":[50,57,113],"interpreting":[51],"intensity":[52,104],"images":[53],"are":[55],"challenged":[56],"inter-and":[58],"intra-observer":[59],"variability.":[60,90],"In":[61],"this":[62,88],"paper":[63],"we":[64],"propose":[65],"transfer":[66],"learning":[67],"specific":[70],"photon":[71],"interaction":[72],"statistical":[73,95],"physics":[74,96],"in":[75,141],"swept-source":[76],"OCT":[77],"characterizing":[79],"oral":[81,135,146],"mucosa":[82,147],"with":[83,127],"aim":[85],"reducing":[87],"source":[92,116],"task":[93,108,117],"models":[94],"ballistic":[98],"near-ballistic":[100],"photons":[101],"its":[103,138],"attenuation":[105],"target":[107],"learns":[109],"parameters":[111],"obtained":[112],"solving":[114],"identify":[119],"co-located":[120],"heterogeneity":[121],"tissues.":[123],"Performance":[124],"compared":[126],"healthy,":[131],"malignant":[134],"lesions":[136],"supporting":[137],"use":[139],"towards":[140],"vivo":[142],"histology":[143],"pre-biopsy":[149],"screening.":[150]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
