{"id":"https://openalex.org/W2588155628","doi":"https://doi.org/10.1007/978-3-319-52277-7_40","title":"Deep Learning Features for Wireless Capsule Endoscopy Analysis","display_name":"Deep Learning Features for Wireless Capsule Endoscopy Analysis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2588155628","doi":"https://doi.org/10.1007/978-3-319-52277-7_40","mag":"2588155628"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-52277-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-52277-7_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5025755800","display_name":"Santi Segu\u00ed","orcid":"https://orcid.org/0000-0002-8603-138X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Santi Segu\u00ed","raw_affiliation_strings":["Computer Vision Center (CVC), Barcelona, Spain","Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center (CVC), Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024536150","display_name":"Michal Drozdzal","orcid":"https://orcid.org/0000-0002-0661-6338"},"institutions":[{"id":"https://openalex.org/I4210148520","display_name":"Medtronic (Israel)","ror":"https://ror.org/04w6n5s59","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210091810","https://openalex.org/I4210148520"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Michal Drozdzal","raw_affiliation_strings":["Medtronic GI, Yoqneam, Israel"],"affiliations":[{"raw_affiliation_string":"Medtronic GI, Yoqneam, Israel","institution_ids":["https://openalex.org/I4210148520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032922184","display_name":"Guillem Pascual","orcid":"https://orcid.org/0000-0003-1892-7042"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillem Pascual","raw_affiliation_strings":["Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083867344","display_name":"Petia Radeva","orcid":"https://orcid.org/0000-0003-0047-5172"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Petia Radeva","raw_affiliation_strings":["Computer Vision Center (CVC), Barcelona, Spain","Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center (CVC), Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007119829","display_name":"Carolina Malagelada","orcid":"https://orcid.org/0000-0001-7097-1492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carolina Malagelada","raw_affiliation_strings":["Digestive System Research Unit, Hospital Vall d\u2019Hebron, Barcelona, Spain","Digestive System Research Unit, Hospital Vall d'Hebron, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Digestive System Research Unit, Hospital Vall d\u2019Hebron, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Digestive System Research Unit, Hospital Vall d'Hebron, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085838719","display_name":"Fernando Azpiroz","orcid":"https://orcid.org/0000-0002-7327-960X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fernando Azpiroz","raw_affiliation_strings":["Digestive System Research Unit, Hospital Vall d\u2019Hebron, Barcelona, Spain","Digestive System Research Unit, Hospital Vall d'Hebron, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Digestive System Research Unit, Hospital Vall d\u2019Hebron, Barcelona, Spain","institution_ids":[]},{"raw_affiliation_string":"Digestive System Research Unit, Hospital Vall d'Hebron, Barcelona, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048383795","display_name":"Jordi Vitri\u00e0","orcid":"https://orcid.org/0000-0003-1484-539X"},"institutions":[{"id":"https://openalex.org/I4387153096","display_name":"Computer Vision Center","ror":"https://ror.org/00s0nnj93","country_code":null,"type":"other","lineage":["https://openalex.org/I4387153040","https://openalex.org/I4387153096"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordi Vitri\u00e0","raw_affiliation_strings":["Computer Vision Center (CVC), Barcelona, Spain","Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision Center (CVC), Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096"]},{"raw_affiliation_string":"Dept. Matem\u00e0tica Aplicada i An\u00e0lisi, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5025755800"],"corresponding_institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I4387153096","https://openalex.org/I71999127"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.6689,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93128391,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"326","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.8582496643066406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8381304740905762},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.6395658850669861},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6240547895431519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5641533136367798},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.48908931016921997},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45920923352241516},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4522732198238373},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35391348600387573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34715574979782104},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.18652081489562988},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.0881212055683136}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.8582496643066406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8381304740905762},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.6395658850669861},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6240547895431519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5641533136367798},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.48908931016921997},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45920923352241516},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4522732198238373},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35391348600387573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34715574979782104},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.18652081489562988},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0881212055683136},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-52277-7_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-52277-7_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.75,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1507404630","https://openalex.org/W1566135517","https://openalex.org/W1650175677","https://openalex.org/W1995517024","https://openalex.org/W2003743377","https://openalex.org/W2077474654","https://openalex.org/W2077586902","https://openalex.org/W2086082683","https://openalex.org/W2094948566","https://openalex.org/W2101234009","https://openalex.org/W2101926813","https://openalex.org/W2124386111","https://openalex.org/W2130066146","https://openalex.org/W2155783234","https://openalex.org/W2155893237","https://openalex.org/W2157379684","https://openalex.org/W2162498245","https://openalex.org/W2163605009"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W1589419489","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W4229543669","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
