{"id":"https://openalex.org/W4306290618","doi":"https://doi.org/10.1007/s11042-022-13995-6","title":"Improving deep learning-based polyp detection using feature extraction and data augmentation","display_name":"Improving deep learning-based polyp detection using feature extraction and data augmentation","publication_year":2022,"publication_date":"2022-10-15","ids":{"openalex":"https://openalex.org/W4306290618","doi":"https://doi.org/10.1007/s11042-022-13995-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-13995-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-13995-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5000852982","display_name":"Yung-Chien Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Chien Chou","raw_affiliation_strings":["Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan, 701, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan, 701, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085618113","display_name":"Chao\u2010Chun Chen","orcid":"https://orcid.org/0000-0002-7028-5609"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chao-Chun Chen","raw_affiliation_strings":["Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan, 701, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan, 701, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085618113"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.2538,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.92819259,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"82","issue":"11","first_page":"16817","last_page":"16837"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9927999973297119,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9927999973297119,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9873999953269958,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.982699990272522,"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/computer-science","display_name":"Computer science","score":0.8343836665153503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.714331328868866},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.6160194873809814},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5822298526763916},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5592999458312988},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5393568873405457},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5363593697547913},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5046302080154419},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.4859117567539215},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.4119437038898468},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.32021671533584595},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.28377366065979004},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18655192852020264},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0673479437828064}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8343836665153503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.714331328868866},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.6160194873809814},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5822298526763916},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5592999458312988},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5393568873405457},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5363593697547913},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5046302080154419},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.4859117567539215},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.4119437038898468},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.32021671533584595},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.28377366065979004},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18655192852020264},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0673479437828064},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-022-13995-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-13995-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1998453139","display_name":null,"funder_award_id":"111-2221-E-006-202","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"},{"id":"https://openalex.org/G3593940872","display_name":null,"funder_award_id":"110-2221-E-006-124","funder_id":"https://openalex.org/F4320309618","funder_display_name":"Ministry of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320309618","display_name":"Ministry of Science and Technology","ror":"https://ror.org/02b207r52"},{"id":"https://openalex.org/F4320336031","display_name":"Intelligent Manufacturing Research Center","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1857212626","https://openalex.org/W1967131828","https://openalex.org/W1981276685","https://openalex.org/W2008359794","https://openalex.org/W2021088830","https://openalex.org/W2025956883","https://openalex.org/W2034269173","https://openalex.org/W2042427031","https://openalex.org/W2058283171","https://openalex.org/W2063979222","https://openalex.org/W2076904570","https://openalex.org/W2122632184","https://openalex.org/W2132984323","https://openalex.org/W2135123541","https://openalex.org/W2136207315","https://openalex.org/W2136930773","https://openalex.org/W2140753590","https://openalex.org/W2157595929","https://openalex.org/W2193145675","https://openalex.org/W2282971418","https://openalex.org/W2320150036","https://openalex.org/W2435550102","https://openalex.org/W2560328367","https://openalex.org/W2560770519","https://openalex.org/W2577949811","https://openalex.org/W2739465613","https://openalex.org/W2761299546","https://openalex.org/W2765811365","https://openalex.org/W2778113922","https://openalex.org/W2783111967","https://openalex.org/W2806175674","https://openalex.org/W2884561390","https://openalex.org/W2884985635","https://openalex.org/W2885050713","https://openalex.org/W2896804326","https://openalex.org/W2917989249","https://openalex.org/W2962770929","https://openalex.org/W2963037989","https://openalex.org/W2963073614","https://openalex.org/W2963857746","https://openalex.org/W2979492950","https://openalex.org/W2979683866","https://openalex.org/W2980278535","https://openalex.org/W2980684393","https://openalex.org/W2997286550","https://openalex.org/W3006949615","https://openalex.org/W3025048607","https://openalex.org/W3034282472","https://openalex.org/W3034971973","https://openalex.org/W3035574324","https://openalex.org/W3035707407","https://openalex.org/W3036669348","https://openalex.org/W3047507497","https://openalex.org/W3104061658","https://openalex.org/W3106250896","https://openalex.org/W3109273176","https://openalex.org/W3109462608","https://openalex.org/W3129750735","https://openalex.org/W3131713303","https://openalex.org/W3167977644","https://openalex.org/W3178426815","https://openalex.org/W3194101569","https://openalex.org/W3202528722","https://openalex.org/W3212769770","https://openalex.org/W4212819324","https://openalex.org/W6818723395"],"related_works":["https://openalex.org/W2381279477","https://openalex.org/W3016587774","https://openalex.org/W2999920852","https://openalex.org/W3028983594","https://openalex.org/W2363227174","https://openalex.org/W3211062742","https://openalex.org/W2073857279","https://openalex.org/W4318274204","https://openalex.org/W2071852359","https://openalex.org/W4205438228"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}