{"id":"https://openalex.org/W4401752026","doi":"https://doi.org/10.1109/isbi56570.2024.10635452","title":"Automatic Endoscopy Classification by Fusing Depth Estimations and Image Information","display_name":"Automatic Endoscopy Classification by Fusing Depth Estimations and Image Information","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401752026","doi":"https://doi.org/10.1109/isbi56570.2024.10635452"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5048727603","display_name":"Diego Bravo","orcid":"https://orcid.org/0000-0003-1957-1615"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diego Bravo","raw_affiliation_strings":["Computer Imaging and Medical Applications Laboratory (CIM@LAB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Imaging and Medical Applications Laboratory (CIM@LAB)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084800771","display_name":"Josu\u00e9 Ruano","orcid":"https://orcid.org/0000-0003-4801-8229"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Josu\u00e9 Ruano","raw_affiliation_strings":["Computer Imaging and Medical Applications Laboratory (CIM@LAB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Imaging and Medical Applications Laboratory (CIM@LAB)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049932013","display_name":"Mar\u00eda Jaramillo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mar\u00eda Jaramillo","raw_affiliation_strings":["Computer Imaging and Medical Applications Laboratory (CIM@LAB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Imaging and Medical Applications Laboratory (CIM@LAB)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101574947","display_name":"Sebastian Medina","orcid":"https://orcid.org/0000-0002-4154-0519"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sebastian Medina","raw_affiliation_strings":["Machine Learning, Perception and Discovery Lab (MindLab)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning, Perception and Discovery Lab (MindLab)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041852524","display_name":"Mart\u00edn Alonso G\u00f3mez Zuleta","orcid":"https://orcid.org/0000-0002-2377-6544"},"institutions":[{"id":"https://openalex.org/I4210156478","display_name":"Hospital Universitario Nacional de Colombia","ror":"https://ror.org/0544yj280","country_code":"CO","type":"healthcare","lineage":["https://openalex.org/I4210156478"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Mart\u00edn G\u00f3mez","raw_affiliation_strings":["Hospital Universitario Nacional de Colombia,Unidad de Gastroenterología,Bogotá,Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Universitario Nacional de Colombia,Unidad de Gastroenterología,Bogotá,Colombia","institution_ids":["https://openalex.org/I4210156478"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080973347","display_name":"Fabio A. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-9009-7288"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabio A. Gonz\u00e1lez","raw_affiliation_strings":["Machine Learning, Perception and Discovery Lab (MindLab)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning, Perception and Discovery Lab (MindLab)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102790773","display_name":"Eduardo Romero","orcid":"https://orcid.org/0000-0003-2088-2509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eduardo Romero","raw_affiliation_strings":["Computer Imaging and Medical Applications Laboratory (CIM@LAB)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Imaging and Medical Applications Laboratory (CIM@LAB)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.777400016784668,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.777400016784668,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6649938821792603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6539202928543091},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5993834733963013},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47988927364349365},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.46929651498794556},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4050048887729645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6649938821792603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6539202928543091},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5993834733963013},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47988927364349365},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.46929651498794556},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4050048887729645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1980748375","https://openalex.org/W1990226383","https://openalex.org/W2014569880","https://openalex.org/W2041676845","https://openalex.org/W2110288232","https://openalex.org/W2147120223","https://openalex.org/W2172422824","https://openalex.org/W2326962940","https://openalex.org/W2406205248","https://openalex.org/W2468931941","https://openalex.org/W2802572938","https://openalex.org/W2921535297","https://openalex.org/W3006619456","https://openalex.org/W3015708637","https://openalex.org/W3025893342","https://openalex.org/W3107825113","https://openalex.org/W3203838057","https://openalex.org/W4281254982","https://openalex.org/W4312443924","https://openalex.org/W4386350428","https://openalex.org/W4390481597","https://openalex.org/W4390488768","https://openalex.org/W4396621239","https://openalex.org/W6640987521","https://openalex.org/W6719842415"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Gastric":[0],"cancer":[1,9],"ranks":[2],"as":[3],"the":[4,29,54,76,113],"fifth":[5],"leading":[6],"cause":[7],"of":[8,14,23,35,56],"mortality":[10],"worldwide.":[11],"The":[12],"quality":[13,55],"upper":[15],"gastrointestinal":[16],"endoscopy":[17],"is":[18],"crucial":[19],"towards":[20],"early":[21],"identification":[22],"premalignant":[24],"conditions":[25],"and":[26,32,141],"relies":[27],"on":[28,70],"endoscopist\u2019s":[30],"skill":[31],"thorough":[33],"examination":[34],"stomach":[36,135],"landmarks.":[37,99],"Unfortunately,":[38],"it":[39],"has":[40],"been":[41,62],"observed":[42],"that":[43,129],"existing":[44],"cancerous":[45],"lesions":[46],"may":[47],"go":[48],"undetected":[49],"during":[50],"examination.":[51],"To":[52,64],"standardize":[53],"this":[57,66],"procedure,":[58],"meticulous":[59],"protocols":[60],"have":[61],"proposed.":[63],"support":[65],"process,":[67],"we":[68],"focused":[69],"developing":[71],"a":[72],"model":[73],"to":[74,97],"identify":[75],"anatomical":[77],"locations":[78],"in":[79],"esophagogastroduodenoscopy":[80],"images.":[81],"This":[82,100,126],"study":[83],"advances":[84],"endoscopic":[85],"image":[86],"classification":[87],"by":[88],"incorporating":[89],"depth":[90,130],"map":[91,131],"estimation,":[92],"essential":[93],"for":[94],"measuring":[95],"distances":[96],"specific":[98],"method,":[101],"analyzing":[102],"2,054":[103],"images":[104],"from":[105],"96":[106],"patients":[107],"across":[108],"13":[109],"gastric":[110,145],"regions":[111],"using":[112],"ConvNeXT":[114],"architecture":[115],"with":[116],"information":[117],"fusion":[118],"techniques,":[119],"achieved":[120],"an":[121],"87%":[122],"F1":[123],"macro":[124],"score.":[125],"approach":[127],"suggests":[128],"integration":[132],"can":[133],"improve":[134],"region":[136],"classification,":[137],"boosting":[138],"prediction":[139],"accuracy":[140],"potentially":[142],"reducing":[143],"missed":[144],"lesions.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}