{"id":"https://openalex.org/W4205106353","doi":"https://doi.org/10.1007/s10278-021-00558-8","title":"Unsupervised Deep Anomaly Detection for Medical Images Using an Improved Adversarial Autoencoder","display_name":"Unsupervised Deep Anomaly Detection for Medical Images Using an Improved Adversarial Autoencoder","publication_year":2022,"publication_date":"2022-01-10","ids":{"openalex":"https://openalex.org/W4205106353","doi":"https://doi.org/10.1007/s10278-021-00558-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/35013826"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-021-00558-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-021-00558-8","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8921374","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081699383","display_name":"Haibo Zhang","orcid":"https://orcid.org/0000-0003-3974-136X"},"institutions":[{"id":"https://openalex.org/I4210132841","display_name":"Taizhou Central Hospital","ror":"https://ror.org/040884w51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132841"]},{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Zhang","raw_affiliation_strings":["Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China","institution_ids":["https://openalex.org/I4210132841","https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051503647","display_name":"Wenping Guo","orcid":"https://orcid.org/0000-0002-0405-1775"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210132841","display_name":"Taizhou Central Hospital","ror":"https://ror.org/040884w51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132841"]},{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenping Guo","raw_affiliation_strings":["College of Computer and Information, Hohai University, Nanjing, 210098, China","Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information, Hohai University, Nanjing, 210098, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China","institution_ids":["https://openalex.org/I4210132841","https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101891025","display_name":"Shiqing Zhang","orcid":"https://orcid.org/0000-0001-8184-5088"},"institutions":[{"id":"https://openalex.org/I4210132841","display_name":"Taizhou Central Hospital","ror":"https://ror.org/040884w51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132841"]},{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqing Zhang","raw_affiliation_strings":["Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China","institution_ids":["https://openalex.org/I4210132841","https://openalex.org/I82760581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070310791","display_name":"Hongsheng Lu","orcid":"https://orcid.org/0000-0001-6528-4153"},"institutions":[{"id":"https://openalex.org/I4210132841","display_name":"Taizhou Central Hospital","ror":"https://ror.org/040884w51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132841"]},{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongsheng Lu","raw_affiliation_strings":["Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China. luhs@tzc.edu.cn","Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China. luhs@tzc.edu.cn","institution_ids":["https://openalex.org/I4210132841"]},{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China","institution_ids":["https://openalex.org/I4210132841","https://openalex.org/I82760581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021523224","display_name":"Xiaoming Zhao","orcid":"https://orcid.org/0000-0002-4708-4171"},"institutions":[{"id":"https://openalex.org/I4210132841","display_name":"Taizhou Central Hospital","ror":"https://ror.org/040884w51","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132841"]},{"id":"https://openalex.org/I82760581","display_name":"Taizhou University","ror":"https://ror.org/04fzhyx73","country_code":"CN","type":"education","lineage":["https://openalex.org/I82760581"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoming Zhao","raw_affiliation_strings":["Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China. tzxyzxm@163.com","Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China"],"raw_orcid":"https://orcid.org/0000-0002-4708-4171","affiliations":[{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China. tzxyzxm@163.com","institution_ids":["https://openalex.org/I4210132841"]},{"raw_affiliation_string":"Taizhou Central Hospital (Taizhou University Hospital), Taizhou University, Zhejiang, 318000, China","institution_ids":["https://openalex.org/I4210132841","https://openalex.org/I82760581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021523224","https://openalex.org/A5070310791"],"corresponding_institution_ids":["https://openalex.org/I4210132841","https://openalex.org/I82760581"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":4.9878,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.95793739,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"35","issue":"2","first_page":"153","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9919999837875366,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9840999841690063,"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/autoencoder","display_name":"Autoencoder","score":0.9268794059753418},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.769303560256958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6984987258911133},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.690165638923645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6822789907455444},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5104326605796814},{"id":"https://openalex.org/keywords/normality","display_name":"Normality","score":0.4698791801929474},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.44412869215011597},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4381892681121826},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4271068871021271},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.42127978801727295},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2104533314704895},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18484407663345337},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12304911017417908}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9268794059753418},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.769303560256958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6984987258911133},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.690165638923645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822789907455444},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5104326605796814},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.4698791801929474},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.44412869215011597},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4381892681121826},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4271068871021271},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.42127978801727295},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2104533314704895},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18484407663345337},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12304911017417908},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-021-00558-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-021-00558-8","pdf_url":null,"source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"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":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:35013826","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35013826","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of digital imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8921374","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8921374","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8921374","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8921374","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G5851559761","display_name":null,"funder_award_id":"61976149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G690724282","display_name":null,"funder_award_id":"2003gy12","funder_id":"https://openalex.org/F4320336614","funder_display_name":"Science and Technology Plan Project of Taizhou"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336614","display_name":"Science and Technology Plan Project of Taizhou","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2099707769","https://openalex.org/W2340896621","https://openalex.org/W2599354622","https://openalex.org/W2765157658","https://openalex.org/W2783748519","https://openalex.org/W2791423464","https://openalex.org/W2794825826","https://openalex.org/W2884436604","https://openalex.org/W2887828378","https://openalex.org/W2887842669","https://openalex.org/W2890546190","https://openalex.org/W2902758299","https://openalex.org/W2914570111","https://openalex.org/W2928133111","https://openalex.org/W2963045681","https://openalex.org/W2963061824","https://openalex.org/W2967229796","https://openalex.org/W2978971541","https://openalex.org/W3039652078","https://openalex.org/W3102785203","https://openalex.org/W3104971239","https://openalex.org/W3105939760","https://openalex.org/W3111866308","https://openalex.org/W3116820900","https://openalex.org/W3118471509","https://openalex.org/W3118868805","https://openalex.org/W3119083330","https://openalex.org/W3123774575","https://openalex.org/W3124447910","https://openalex.org/W3126813237","https://openalex.org/W3127694486","https://openalex.org/W3161718150","https://openalex.org/W3161810785","https://openalex.org/W3182572893","https://openalex.org/W6637568146"],"related_works":["https://openalex.org/W3186512740","https://openalex.org/W3194885736","https://openalex.org/W4363671829","https://openalex.org/W4285233543","https://openalex.org/W2806873178","https://openalex.org/W2965146396","https://openalex.org/W2770818364","https://openalex.org/W4404095322","https://openalex.org/W4312416532","https://openalex.org/W4230838436"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
