{"id":"https://openalex.org/W4399251130","doi":"https://doi.org/10.31577/cai_2024_2_438","title":"Interpretable Risk Assessment Methods for Medical Image Processing via Dynamic Dilated Convolution and a Knowledge Base on Location Relations","display_name":"Interpretable Risk Assessment Methods for Medical Image Processing via Dynamic Dilated Convolution and a Knowledge Base on Location Relations","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399251130","doi":"https://doi.org/10.31577/cai_2024_2_438"},"language":"en","primary_location":{"id":"doi:10.31577/cai_2024_2_438","is_oa":true,"landing_page_url":"https://doi.org/10.31577/cai_2024_2_438","pdf_url":"https://www.cai.sk/ojs/index.php/cai/article/download/2024_2_438/1288","source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.cai.sk/ojs/index.php/cai/article/download/2024_2_438/1288","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057187950","display_name":"Yunan Shi","orcid":"https://orcid.org/0000-0002-6260-0509"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunan Shi","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072534693","display_name":"Junxian Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxian Bao","raw_affiliation_strings":["School of Medicine, Jiangsu University, Zhenjiang, 212001, China & Zhenjiang Traditional Chinese Medicine Hospital, Zhenjiang, 212003, China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Jiangsu University, Zhenjiang, 212001, China & Zhenjiang Traditional Chinese Medicine Hospital, Zhenjiang, 212003, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101638925","display_name":"Keyang Cheng","orcid":"https://orcid.org/0000-0001-5240-1605"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyang Cheng","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110830067","display_name":"Weijie Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Shen","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang, 212013, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073287273","display_name":"Jingfeng Tang","orcid":"https://orcid.org/0000-0002-7924-976X"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingfeng Tang","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Industrial Network Security Technology, Jiangsu University, Zhenjiang, 212013, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Industrial Network Security Technology, Jiangsu University, Zhenjiang, 212013, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046419939","display_name":"Yongzhao Zhan","orcid":"https://orcid.org/0000-0001-7475-2895"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongzhao Zhan","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Industrial Network Security Technology, Jiangsu University, Zhenjiang, 212013, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Industrial Network Security Technology, Jiangsu University, Zhenjiang, 212013, China","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057187950"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":null,"apc_paid":null,"fwci":1.3379,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83118939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"43","issue":"2","first_page":"438","last_page":"457"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.7196000218391418,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.7196000218391418,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7092999815940857,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/convolution","display_name":"Convolution (computer science)","score":0.7369686961174011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6053118109703064},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.5385730266571045},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5125281810760498},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5104955434799194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4710635542869568},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4278222322463989},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4229537844657898},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.195604145526886},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.06939852237701416}],"concepts":[{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7369686961174011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6053118109703064},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.5385730266571045},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5125281810760498},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5104955434799194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4710635542869568},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4278222322463989},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4229537844657898},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.195604145526886},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.06939852237701416},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31577/cai_2024_2_438","is_oa":true,"landing_page_url":"https://doi.org/10.31577/cai_2024_2_438","pdf_url":"https://www.cai.sk/ojs/index.php/cai/article/download/2024_2_438/1288","source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.31577/cai_2024_2_438","is_oa":true,"landing_page_url":"https://doi.org/10.31577/cai_2024_2_438","pdf_url":"https://www.cai.sk/ojs/index.php/cai/article/download/2024_2_438/1288","source":{"id":"https://openalex.org/S4210200093","display_name":"Computing and Informatics","issn_l":"1335-9150","issn":["1335-9150","2585-8807"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing and Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7695856552","display_name":null,"funder_award_id":"62372215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399251130.pdf","grobid_xml":"https://content.openalex.org/works/W4399251130.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W582134693","https://openalex.org/W2085281262","https://openalex.org/W2172734211","https://openalex.org/W2295107390","https://openalex.org/W2311042605","https://openalex.org/W2962858109","https://openalex.org/W2963073614","https://openalex.org/W2963238274","https://openalex.org/W2963374347","https://openalex.org/W2979410457","https://openalex.org/W2992525328","https://openalex.org/W2998739787","https://openalex.org/W3035253074","https://openalex.org/W3176031707","https://openalex.org/W3196171893","https://openalex.org/W4288824016","https://openalex.org/W4297791576","https://openalex.org/W4306815776","https://openalex.org/W4310895557"],"related_works":["https://openalex.org/W4387838477","https://openalex.org/W2067193074","https://openalex.org/W2182785089","https://openalex.org/W3107426390","https://openalex.org/W4312178642","https://openalex.org/W2375093801","https://openalex.org/W1534368937","https://openalex.org/W4312624109","https://openalex.org/W2385713529","https://openalex.org/W2599749361"],"abstract_inverted_index":{"Existing":[0],"approaches":[1],"to":[2,38,104,147],"image":[3,81],"risk":[4,49],"assessment":[5,50],"start":[6],"with":[7,35,83,142],"the":[8,11,15,20,25,29,36,40,43,69,75,80,106,109,114,120,123,129,133,151,159,165],"uncertainty":[9,16,67,107],"of":[10,42,68,79,87,108,116,132,161,164],"model,":[12,55],"yet":[13],"ignore":[14],"that":[17,52,169],"exists":[18],"in":[19],"data":[21,70,82],"itself.":[22],"In":[23],"addition,":[24],"decisions":[26,121],"made":[27],"by":[28,73,126],"models":[30],"still":[31],"lack":[32],"interpretability,":[33],"even":[34],"ability":[37],"assess":[39],"credibility":[41],"decisions.":[44,153],"This":[45],"paper":[46],"proposes":[47],"a":[48,54,56,84],"model":[51],"unites":[53],"sample":[57],"and":[58,149],"an":[59],"external":[60,139],"knowledge":[61,140],"base,":[62],"which":[63,167],"includes:":[64],"1.":[65],"The":[66,111,154],"is":[71,102,145],"constructed":[72],"masking":[74],"different":[76,117],"decision-related":[77],"parts":[78],"random":[85,98],"mask":[86],"probabilities.":[88],"2.":[89],"A":[90,137],"dynamically":[91],"distributed":[92],"dilated":[93,134],"convolution":[94],"method":[95,112,172],"based":[96],"on":[97,119,158],"directional":[99],"field":[100],"perturbations":[101],"proposed":[103,171],"construct":[105],"model.":[110],"evaluates":[113],"impact":[115],"components":[118],"within":[122],"local":[124],"region":[125,131],"locally":[127],"perturbing":[128],"attention":[130],"convolution.":[135],"3.":[136],"triadic":[138],"base":[141],"relative":[143],"interpretability":[144],"presented":[146],"reason":[148],"validate":[150],"model's":[152],"experiments":[155],"are":[156],"implemented":[157],"dataset":[160],"CT":[162],"images":[163],"stomach,":[166],"shows":[168],"our":[170],"outperforms":[173],"current":[174],"state-of-the-art":[175],"methods.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}