{"id":"https://openalex.org/W4296740345","doi":"https://doi.org/10.3390/a15100339","title":"Reduction of Video Capsule Endoscopy Reading Times Using Deep Learning with Small Data","display_name":"Reduction of Video Capsule Endoscopy Reading Times Using Deep Learning with Small Data","publication_year":2022,"publication_date":"2022-09-21","ids":{"openalex":"https://openalex.org/W4296740345","doi":"https://doi.org/10.3390/a15100339"},"language":"en","primary_location":{"id":"doi:10.3390/a15100339","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a15100339","pdf_url":"https://www.mdpi.com/1999-4893/15/10/339/pdf?version=1663914454","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/15/10/339/pdf?version=1663914454","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035901622","display_name":"Hunter Morera","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hunter Morera","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006902057","display_name":"Roshan Warman","orcid":"https://orcid.org/0000-0002-3755-6868"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roshan Warman","raw_affiliation_strings":["Department of Computer Science, Yale University, New Haven, CT 06520, USA"],"raw_orcid":"https://orcid.org/0000-0002-3755-6868","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Yale University, New Haven, CT 06520, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089463425","display_name":"Azubuogu Anudu","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Azubuogu Anudu","raw_affiliation_strings":["Department of Internal Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112954529","display_name":"Chukwudumebi Uche","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chukwudumebi Uche","raw_affiliation_strings":["Department of Internal Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008465862","display_name":"Ivana Radosavljevi\u0107 Evans","orcid":"https://orcid.org/0000-0002-0325-7229"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivana Radosavljevic","raw_affiliation_strings":["Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102836879","display_name":"Nikhil Reddy","orcid":"https://orcid.org/0000-0003-1127-1271"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikhil Reddy","raw_affiliation_strings":["Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000425419","display_name":"Ahan Kayastha","orcid":"https://orcid.org/0000-0002-8022-0315"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahan Kayastha","raw_affiliation_strings":["Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":"https://orcid.org/0000-0002-8022-0315","affiliations":[{"raw_affiliation_string":"Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037449419","display_name":"Niharika Baviriseaty","orcid":"https://orcid.org/0000-0003-0914-8135"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niharika Baviriseaty","raw_affiliation_strings":["Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076659442","display_name":"Rahul Mhaskar","orcid":"https://orcid.org/0000-0002-3728-6052"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Mhaskar","raw_affiliation_strings":["Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":"https://orcid.org/0000-0002-3728-6052","affiliations":[{"raw_affiliation_string":"Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109320419","display_name":"Andrew Borkowski","orcid":"https://orcid.org/0000-0002-5473-4208"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I4210088910","display_name":"James A. Haley Veterans' Hospital","ror":"https://ror.org/006xyf785","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210088910","https://openalex.org/I4210119004"]},{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew A. Borkowski","raw_affiliation_strings":["Department of Pathology and Cell Biology, Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","James A. Haley Veterans Hospital, Tampa, FL 33612, USA","National Artificial Intelligence Institute (NAII), Washington, DC 20422, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology and Cell Biology, Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"James A. Haley Veterans Hospital, Tampa, FL 33612, USA","institution_ids":["https://openalex.org/I4210088910"]},{"raw_affiliation_string":"National Artificial Intelligence Institute (NAII), Washington, DC 20422, USA","institution_ids":["https://openalex.org/I4210156221"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026077412","display_name":"Patrick Brady","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Brady","raw_affiliation_strings":["Department of Internal Medicine, University of South Florida, Tampa, FL 33620, USA","Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"Morsani College of Medicine, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089549678","display_name":"S. C. Singh","orcid":"https://orcid.org/0000-0002-4594-801X"},"institutions":[{"id":"https://openalex.org/I2801671727","display_name":"VA Boston Healthcare System","ror":"https://ror.org/04v00sg98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I2801671727","https://openalex.org/I4210095851"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satish Singh","raw_affiliation_strings":["Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veterans Affairs Boston Healthcare System, Boston, MA 02130, USA","institution_ids":["https://openalex.org/I2801671727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034355713","display_name":"Gerard E. Mullin","orcid":"https://orcid.org/0000-0001-5317-6788"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerard Mullin","raw_affiliation_strings":["School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA"],"raw_orcid":"https://orcid.org/0000-0001-5317-6788","affiliations":[{"raw_affiliation_string":"School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102805247","display_name":"Jos\u00e9 Lezama","orcid":"https://orcid.org/0009-0002-2936-875X"},"institutions":[{"id":"https://openalex.org/I4210088910","display_name":"James A. Haley Veterans' Hospital","ror":"https://ror.org/006xyf785","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210088910","https://openalex.org/I4210119004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose Lezama","raw_affiliation_strings":["James A. Haley Veterans Hospital, Tampa, FL 33612, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"James A. Haley Veterans Hospital, Tampa, FL 33612, USA","institution_ids":["https://openalex.org/I4210088910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000168449","display_name":"Lawrence Hall","orcid":"https://orcid.org/0000-0002-7898-8456"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lawrence O. Hall","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053211631","display_name":"Dmitry B. Goldgof","orcid":"https://orcid.org/0000-0001-5461-863X"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dmitry Goldgof","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Florida, Tampa, FL 33620, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Florida, Tampa, FL 33620, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040378706","display_name":"Gitanjali Vidyarthi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088910","display_name":"James A. Haley Veterans' Hospital","ror":"https://ror.org/006xyf785","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210088910","https://openalex.org/I4210119004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gitanjali Vidyarthi","raw_affiliation_strings":["James A. Haley Veterans Hospital, Tampa, FL 33612, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"James A. Haley Veterans Hospital, Tampa, FL 33612, USA","institution_ids":["https://openalex.org/I4210088910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053211631"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.3097,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54466435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"10","first_page":"339","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998000264167786,"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":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9890999794006348,"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"}},{"id":"https://openalex.org/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.7577183842658997},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7113165259361267},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.6998419165611267},{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.6328821778297424},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5491518974304199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5419924259185791},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5301821231842041},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4384008049964905},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3643757104873657},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3259757161140442},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2575000524520874},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23102781176567078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7577183842658997},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7113165259361267},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.6998419165611267},{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.6328821778297424},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5491518974304199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5419924259185791},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5301821231842041},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4384008049964905},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3643757104873657},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3259757161140442},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2575000524520874},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23102781176567078},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a15100339","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a15100339","pdf_url":"https://www.mdpi.com/1999-4893/15/10/339/pdf?version=1663914454","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5757228331774030a7be7bc422ed5193","is_oa":true,"landing_page_url":"https://doaj.org/article/5757228331774030a7be7bc422ed5193","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 15, Iss 10, p 339 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/15/10/339/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a15100339","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 15; Issue 10; Pages: 339","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a15100339","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a15100339","pdf_url":"https://www.mdpi.com/1999-4893/15/10/339/pdf?version=1663914454","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4296740345.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1650175677","https://openalex.org/W1993527699","https://openalex.org/W2009349908","https://openalex.org/W2033293942","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2320847508","https://openalex.org/W2620841913","https://openalex.org/W2755966163","https://openalex.org/W2780770155","https://openalex.org/W2803469628","https://openalex.org/W2898260073","https://openalex.org/W2904144652","https://openalex.org/W2905420451","https://openalex.org/W2954941904","https://openalex.org/W2955608372","https://openalex.org/W2979853669","https://openalex.org/W3007124747","https://openalex.org/W3012248522","https://openalex.org/W3024084956","https://openalex.org/W3088409007","https://openalex.org/W3097020048","https://openalex.org/W3105117414","https://openalex.org/W3125908376","https://openalex.org/W3160999652","https://openalex.org/W3194101569","https://openalex.org/W3196792983","https://openalex.org/W3199744359","https://openalex.org/W3203835550","https://openalex.org/W3205901111","https://openalex.org/W4210422248","https://openalex.org/W4213454072","https://openalex.org/W4283523104","https://openalex.org/W4285386404","https://openalex.org/W4288714127","https://openalex.org/W4289109386","https://openalex.org/W4290098946","https://openalex.org/W6747002025","https://openalex.org/W6764733234"],"related_works":["https://openalex.org/W2609695940","https://openalex.org/W2608489025","https://openalex.org/W182326524","https://openalex.org/W2316510287","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Video":[0],"capsule":[1,81],"endoscopy":[2,82],"(VCE)":[3],"is":[4],"an":[5,30],"innovation":[6],"that":[7],"has":[8,25],"revolutionized":[9],"care":[10],"within":[11],"the":[12,17,22,35,47,55,90,129,146,152],"field":[13],"of":[14,37,49,57,78,89,100,148,154,156,158],"gastroenterology,":[15],"but":[16],"time":[18],"needed":[19],"to":[20,45,104,134],"read":[21],"studies":[23],"generated":[24],"often":[26],"been":[27,43],"cited":[28],"as":[29,126,139],"area":[31],"for":[32],"improvement.":[33],"With":[34],"aid":[36],"artificial":[38],"intelligence,":[39],"various":[40],"fields":[41],"have":[42,68,141],"able":[44,103],"improve":[46],"efficiency":[48],"their":[50,61],"core":[51],"processes":[52],"by":[53,85,109,128],"reducing":[54,80],"burden":[56],"irrelevant":[58],"stimuli":[59],"on":[60,111,117,122],"human":[62],"elements.":[63],"In":[64],"this":[65],"study,":[66],"we":[67,140],"created":[69],"and":[70,113],"trained":[71],"a":[72,98],"convolutional":[73],"neural":[74],"network":[75],"(CNN)":[76],"capable":[77],"significantly":[79],"reading":[83,130],"times":[84],"eliminating":[86],"normal":[87],"parts":[88],"video":[91,107],"while":[92],"retaining":[93],"abnormal":[94,115],"ones.":[95],"Our":[96],"model,":[97],"variation":[99],"ResNet50,":[101],"was":[102],"reduce":[105],"VCE":[106,118,124,137,149],"length":[108],"47%":[110],"average":[112],"capture":[114],"segments":[116],"with":[119],"100%":[120],"accuracy":[121],"three":[123],"videos":[125],"confirmed":[127],"physician.":[131],"The":[132],"ability":[133],"successfully":[135],"pre-process":[136],"footage":[138],"demonstrated":[142],"will":[143],"greatly":[144],"increase":[145],"practicality":[147],"technology":[150],"without":[151],"expense":[153],"hundreds":[155],"hours":[157],"physician":[159],"annotated":[160],"videos.":[161]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2022-09-23T00:00:00"}
