{"id":"https://openalex.org/W2325650972","doi":"https://doi.org/10.1117/12.2216090","title":"Tissue classification for laparoscopic image understanding based on multispectral texture analysis","display_name":"Tissue classification for laparoscopic image understanding based on multispectral texture analysis","publication_year":2016,"publication_date":"2016-03-18","ids":{"openalex":"https://openalex.org/W2325650972","doi":"https://doi.org/10.1117/12.2216090","mag":"2325650972"},"language":"en","primary_location":{"id":"doi:10.1117/12.2216090","is_oa":true,"landing_page_url":"https://doi.org/10.1117/12.2216090","pdf_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9786/978619/Tissue-classification-for-laparoscopic-image-understanding-based-on-multispectral-texture/10.1117/12.2216090.pdf","source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9786/978619/Tissue-classification-for-laparoscopic-image-understanding-based-on-multispectral-texture/10.1117/12.2216090.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100456110","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0001-5822-817X"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["German Cancer Research Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"German Cancer Research Ctr. (Germany)","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043293243","display_name":"Sebastian Wirkert","orcid":null},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian J. Wirkert","raw_affiliation_strings":["German Cancer Research Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"German Cancer Research Ctr. (Germany)","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062094206","display_name":"Justin Iszatt","orcid":null},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Justin Iszatt","raw_affiliation_strings":["German Cancer Research Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"German Cancer Research Ctr. (Germany)","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041736676","display_name":"Hannes Kenngott","orcid":"https://orcid.org/0000-0003-1123-346X"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hannes Kenngott","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027275363","display_name":"Martin Wagner","orcid":"https://orcid.org/0000-0002-9831-9110"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Wagner","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029520303","display_name":"Benjamin Mayer","orcid":"https://orcid.org/0000-0002-1025-3496"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Mayer","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011327623","display_name":"Christian Stock","orcid":"https://orcid.org/0000-0002-3493-3234"},"institutions":[{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Stock","raw_affiliation_strings":["Institute of Medical Biometry and Informatics, Univ. of Heidelberg (Germany)"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Biometry and Informatics, Univ. of Heidelberg (Germany)","institution_ids":["https://openalex.org/I4210099379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020510152","display_name":"Neil T. Clancy","orcid":"https://orcid.org/0000-0002-7240-5790"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil T. Clancy","raw_affiliation_strings":["Institute of Global Health Innovation, Imperial College London (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Institute of Global Health Innovation, Imperial College London (United Kingdom)","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086866155","display_name":"Daniel S. Elson","orcid":"https://orcid.org/0000-0002-5578-3941"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel S. Elson","raw_affiliation_strings":["Institute of Global Health Innovation, Imperial College London (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Institute of Global Health Innovation, Imperial College London (United Kingdom)","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023493127","display_name":"Lena Maier\u2010Hein","orcid":"https://orcid.org/0000-0003-4910-9368"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lena Maier-Hein","raw_affiliation_strings":["German Cancer Research Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"German Cancer Research Ctr. (Germany)","institution_ids":["https://openalex.org/I17937529"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100456110"],"corresponding_institution_ids":["https://openalex.org/I17937529"],"apc_list":null,"apc_paid":null,"fwci":1.33745907,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8723651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9786","issue":null,"first_page":"978619","last_page":"978619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9786999821662903,"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/multispectral-image","display_name":"Multispectral image","score":0.9128729104995728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8548035621643066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7282499074935913},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6213241815567017},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.58958899974823},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5841696858406067},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5566417574882507},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47084781527519226},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4237097501754761},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4223475754261017},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23375537991523743}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.9128729104995728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8548035621643066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7282499074935913},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6213241815567017},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.58958899974823},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5841696858406067},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5566417574882507},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47084781527519226},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4237097501754761},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4223475754261017},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23375537991523743},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1117/12.2216090","is_oa":true,"landing_page_url":"https://doi.org/10.1117/12.2216090","pdf_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9786/978619/Tissue-classification-for-laparoscopic-image-understanding-based-on-multispectral-texture/10.1117/12.2216090.pdf","source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/41490","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/41490","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Conference on SPIE Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"Conference Paper"}],"best_oa_location":{"id":"doi:10.1117/12.2216090","is_oa":true,"landing_page_url":"https://doi.org/10.1117/12.2216090","pdf_url":"https://www.spiedigitallibrary.org/conference-proceedings-of-spie/9786/978619/Tissue-classification-for-laparoscopic-image-understanding-based-on-multispectral-texture/10.1117/12.2216090.pdf","source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2325650972.pdf","grobid_xml":"https://content.openalex.org/works/W2325650972.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W105792441","https://openalex.org/W1535417994","https://openalex.org/W1560724230","https://openalex.org/W1967824574","https://openalex.org/W1968036739","https://openalex.org/W1975956815","https://openalex.org/W1988386267","https://openalex.org/W1991617202","https://openalex.org/W2005089986","https://openalex.org/W2054977762","https://openalex.org/W2059416585","https://openalex.org/W2097206916","https://openalex.org/W2098347925","https://openalex.org/W2112560640","https://openalex.org/W2117072267","https://openalex.org/W2128899090","https://openalex.org/W2139212933","https://openalex.org/W2142853128","https://openalex.org/W2163352848","https://openalex.org/W2163808566","https://openalex.org/W2184461742","https://openalex.org/W2292930720","https://openalex.org/W2345410676","https://openalex.org/W6604315735","https://openalex.org/W6642039356","https://openalex.org/W6664527224","https://openalex.org/W6665617933","https://openalex.org/W6674761321","https://openalex.org/W6677495702","https://openalex.org/W6679420809","https://openalex.org/W6681083895","https://openalex.org/W6686375811","https://openalex.org/W6697169664"],"related_works":["https://openalex.org/W2956043259","https://openalex.org/W1977806929","https://openalex.org/W2972219788","https://openalex.org/W4283010913","https://openalex.org/W2539873882","https://openalex.org/W2785535669","https://openalex.org/W2760085659","https://openalex.org/W3205516911","https://openalex.org/W2298445842","https://openalex.org/W1535368017"],"abstract_inverted_index":{"Intra-operative":[0],"tissue":[1,60,76,87],"classification":[2,33,61,84],"is":[3,53],"one":[4],"of":[5],"the":[6,75,79,83],"prerequisites":[7],"for":[8,58],"providing":[9],"context-aware":[10],"visualization":[11],"in":[12,25,64,97],"computer-assisted":[13,98],"minimally":[14],"invasive":[15],"surgeries.":[16],"As":[17],"many":[18],"anatomical":[19],"structures":[20],"are":[21],"difficult":[22],"to":[23,55],"differentiate":[24],"conventional":[26],"RGB":[27,56],"medical":[28],"images,":[29],"we":[30,46],"propose":[31],"a":[32,41,93],"method":[34],"based":[35],"on":[36],"multispectral":[37,50],"image":[38],"patches.":[39],"In":[40],"comprehensive":[42],"ex":[43],"vivo":[44],"study":[45],"show":[47],"(1)":[48],"that":[49,73],"imaging":[51],"data":[52,57],"superior":[54],"organ":[59],"when":[62],"used":[63],"conjunction":[65],"with":[66,78],"widely":[67],"applied":[68],"feature":[69],"descriptors":[70],"and":[71],"(2)":[72],"combining":[74],"texture":[77],"reflectance":[80],"spectrum":[81],"improves":[82],"performance.":[85],"Multispectral":[86],"analysis":[88],"could":[89],"thus":[90],"evolve":[91],"as":[92],"key":[94],"enabling":[95],"technique":[96],"laparoscopy.":[99]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":6}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}