{"id":"https://openalex.org/W4206182131","doi":"https://doi.org/10.1109/bibm52615.2021.9669372","title":"\u201cOne-Shot\u201d Reduction of Additive Artifacts in Medical Images","display_name":"\u201cOne-Shot\u201d Reduction of Additive Artifacts in Medical Images","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4206182131","doi":"https://doi.org/10.1109/bibm52615.2021.9669372"},"language":"en","primary_location":{"id":"doi:10.1109/bibm52615.2021.9669372","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669372","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5100731677","display_name":"Yu-Jen Chen","orcid":"https://orcid.org/0000-0002-0908-3522"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Jen Chen","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111475056","display_name":"Yen\u2010Jung Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Jung Chang","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079256723","display_name":"Shao-Cheng Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shao-Cheng Wen","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071529609","display_name":"Xiaowei Xu","orcid":"https://orcid.org/0000-0002-1046-6379"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Xu","raw_affiliation_strings":["Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003562224","display_name":"Meiping Huang","orcid":"https://orcid.org/0000-0002-0745-852X"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiping Huang","raw_affiliation_strings":["Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037197076","display_name":"Haiyun Yuan","orcid":"https://orcid.org/0000-0002-8884-4202"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyun Yuan","raw_affiliation_strings":["Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069984776","display_name":"Jian Zhuang","orcid":"https://orcid.org/0000-0003-1384-3333"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhuang","raw_affiliation_strings":["Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial People\u2019s Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Guangdong Provincial People's Hospital, Guangdong Acadamic of Medical Sciences, Guangzhou, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000141831","display_name":"Yiyu Shi","orcid":"https://orcid.org/0000-0002-6788-9823"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiyu Shi","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062800747","display_name":"Tsung-Yi Ho","orcid":"https://orcid.org/0000-0001-7348-5625"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Yi Ho","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4833,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63918985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"836","last_page":"841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9990000128746033,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9905999898910522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.7437702417373657},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.677534818649292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5569404363632202},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5442171692848206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5009183883666992},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.40817469358444214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21410125494003296},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.18870475888252258},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.09317970275878906}],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.7437702417373657},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.677534818649292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5569404363632202},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5442171692848206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5009183883666992},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.40817469358444214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21410125494003296},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.18870475888252258},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09317970275878906},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm52615.2021.9669372","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669372","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2003884262","https://openalex.org/W2010999467","https://openalex.org/W2097073572","https://openalex.org/W2144536070","https://openalex.org/W2508982726","https://openalex.org/W2584483805","https://openalex.org/W2617128058","https://openalex.org/W2743780012","https://openalex.org/W2777741489","https://openalex.org/W2793146153","https://openalex.org/W2796625795","https://openalex.org/W2887746098","https://openalex.org/W2890272118","https://openalex.org/W2963800716","https://openalex.org/W2963948425","https://openalex.org/W2979579242","https://openalex.org/W3019726275","https://openalex.org/W3089863962","https://openalex.org/W3101406715","https://openalex.org/W3127699325","https://openalex.org/W3164864972","https://openalex.org/W6631190155","https://openalex.org/W6749271710"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Medical":[0],"images":[1,112],"may":[2],"contain":[3,114],"various":[4],"types":[5,45],"of":[6,70],"artifacts":[7,117,148],"with":[8,41,108],"different":[9],"patterns":[10],"and":[11,46,131,140,154],"mixtures,":[12],"which":[13,66,118],"depend":[14],"on":[15],"many":[16],"factors":[17],"such":[18],"as":[19,138],"scan":[20],"setting,":[21],"machine":[22],"condition,":[23],"patients\u2019":[24],"characteristics,":[25],"surrounding":[26],"environment,":[27],"etc.":[28],"However,":[29],"existing":[30,123],"deep-learning-based":[31],"artifact":[32,44,85],"reduction":[33,86],"methods":[34],"are":[35,119,136],"restricted":[36],"by":[37],"their":[38],"training":[39,102],"set":[40],"specific":[42],"predetermined":[43],"patterns.":[47],"As":[48],"such,":[49],"they":[50],"have":[51],"limited":[52],"clinical":[53],"adoption.":[54],"In":[55,126],"this":[56],"paper,":[57],"we":[58,80],"introduce":[59],"One-Shot":[60],"medical":[61,111],"image":[62,94],"Artifact":[63],"Reduction":[64],"(OSAR),":[65],"exploits":[67],"the":[68,92,143],"power":[69],"deep":[71],"learning":[72],"but":[73],"without":[74],"using":[75,88,156],"pre-trained":[76],"general":[77],"networks.":[78],"Specifically,":[79],"train":[81],"a":[82],"light-weight":[83],"image-specific":[84],"network":[87],"data":[89,103,124],"synthesized":[90],"from":[91],"input":[93],"at":[95],"test-time.":[96],"Without":[97],"requiring":[98],"any":[99,110,122],"prior":[100],"large":[101],"set,":[104],"OSAR":[105],"can":[106,146],"work":[107],"almost":[109],"that":[113,142],"varying":[115],"additive":[116],"not":[120],"in":[121],"sets.":[125],"addition,":[127],"Computed":[128],"Tomography":[129],"(CT)":[130],"Magnetic":[132],"Resonance":[133],"Imaging":[134],"(MRI)":[135],"used":[137],"vehicles":[139],"show":[141],"proposed":[144],"method":[145],"reduce":[147],"better":[149],"than":[150],"state-of-the-art":[151],"both":[152],"qualitatively":[153],"quantitatively":[155],"shorter":[157],"test":[158],"time.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
