{"id":"https://openalex.org/W4292171534","doi":"https://doi.org/10.1007/s00371-022-02592-1","title":"Multi-scale self-attention generative adversarial network for pathology image restoration","display_name":"Multi-scale self-attention generative adversarial network for pathology image restoration","publication_year":2022,"publication_date":"2022-08-17","ids":{"openalex":"https://openalex.org/W4292171534","doi":"https://doi.org/10.1007/s00371-022-02592-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-022-02592-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-022-02592-1","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","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/A5003998478","display_name":"Meiyan Liang","orcid":"https://orcid.org/0000-0002-2636-5919"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiyan Liang","raw_affiliation_strings":["School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101487441","display_name":"Qiannan Zhang","orcid":"https://orcid.org/0000-0003-4846-7550"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiannan Zhang","raw_affiliation_strings":["School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017571459","display_name":"Guogang Wang","orcid":"https://orcid.org/0000-0002-8767-9567"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guogang Wang","raw_affiliation_strings":["School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101929756","display_name":"Na Xu","orcid":"https://orcid.org/0000-0003-4038-1410"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Xu","raw_affiliation_strings":["School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Engineering, Shanxi University, Taiyuan, 030006, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I4210158804","display_name":"Shanxi Academy of Medical Sciences","ror":"https://ror.org/04tshhm50","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158804"]},{"id":"https://openalex.org/I4210160344","display_name":"Tongji Hospital","ror":"https://ror.org/04xy45965","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160344"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Shanxi Academy of Medical Sciences, Taiyuan, 030032, China","Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, 430030, China"],"affiliations":[{"raw_affiliation_string":"Shanxi Bethune Hospital, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Shanxi Academy of Medical Sciences, Taiyuan, 030032, China","institution_ids":["https://openalex.org/I4210158804","https://openalex.org/I17721919"]},{"raw_affiliation_string":"Tongji Medical College, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, 430030, China","institution_ids":["https://openalex.org/I4210160344","https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103231058","display_name":"Haishun Liu","orcid":"https://orcid.org/0000-0001-8995-8116"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haishun Liu","raw_affiliation_strings":["Beijing Key Laboratory for Terahertz Spectroscopy and Imaging, Key Laboratory of Terahertz, Optoelectronics, Capital Normal University, Ministry of Education, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory for Terahertz Spectroscopy and Imaging, Key Laboratory of Terahertz, Optoelectronics, Capital Normal University, Ministry of Education, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089892126","display_name":"Cunlin Zhang","orcid":"https://orcid.org/0000-0002-2414-8996"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunlin Zhang","raw_affiliation_strings":["Beijing Key Laboratory for Terahertz Spectroscopy and Imaging, Key Laboratory of Terahertz, Optoelectronics, Capital Normal University, Ministry of Education, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory for Terahertz Spectroscopy and Imaging, Key Laboratory of Terahertz, Optoelectronics, Capital Normal University, Ministry of Education, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5003998478"],"corresponding_institution_ids":["https://openalex.org/I181877577"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3254,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81578513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"39","issue":"9","first_page":"4305","last_page":"4321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9919999837875366,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6801180243492126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6408638954162598},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5712315440177917},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5699872970581055},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47293782234191895},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4532056152820587},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4228781461715698},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.41841769218444824},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3994547128677368},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3401678800582886}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6801180243492126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6408638954162598},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5712315440177917},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5699872970581055},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47293782234191895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4532056152820587},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4228781461715698},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.41841769218444824},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3994547128677368},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3401678800582886},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-022-02592-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-022-02592-1","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G2285264438","display_name":null,"funder_award_id":"11804209","funder_id":"https://openalex.org/F4320335581","funder_display_name":"Young Scientists Fund"},{"id":"https://openalex.org/G3885763427","display_name":null,"funder_award_id":"201901D211173","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G7354395271","display_name":null,"funder_award_id":"201901D111031","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"}],"funders":[{"id":"https://openalex.org/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null},{"id":"https://openalex.org/F4320335581","display_name":"Young Scientists Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1562968274","https://openalex.org/W1915485278","https://openalex.org/W1993120651","https://openalex.org/W2047422818","https://openalex.org/W2064309976","https://openalex.org/W2105038642","https://openalex.org/W2194775991","https://openalex.org/W2226585641","https://openalex.org/W2339170012","https://openalex.org/W2557414982","https://openalex.org/W2604527806","https://openalex.org/W2738588019","https://openalex.org/W2778924750","https://openalex.org/W2791621240","https://openalex.org/W2798365772","https://openalex.org/W2810399501","https://openalex.org/W2897598705","https://openalex.org/W2925142036","https://openalex.org/W2963231084","https://openalex.org/W2963255313","https://openalex.org/W2963420272","https://openalex.org/W2963494934","https://openalex.org/W2963521568","https://openalex.org/W2965570359","https://openalex.org/W2979800813","https://openalex.org/W2982763192","https://openalex.org/W2989207674","https://openalex.org/W3000384001","https://openalex.org/W3003951577","https://openalex.org/W3033956314","https://openalex.org/W3034482833","https://openalex.org/W3043547428","https://openalex.org/W3090283259","https://openalex.org/W3101501663","https://openalex.org/W3106450183","https://openalex.org/W3116570699","https://openalex.org/W3126930336","https://openalex.org/W3142208146","https://openalex.org/W3160566556","https://openalex.org/W3168686693","https://openalex.org/W3192646885","https://openalex.org/W6602254124","https://openalex.org/W6636700617","https://openalex.org/W6813391973"],"related_works":["https://openalex.org/W2365681766","https://openalex.org/W2788191623","https://openalex.org/W3151908889","https://openalex.org/W2946952476","https://openalex.org/W4200417262","https://openalex.org/W4308217387","https://openalex.org/W2904616728","https://openalex.org/W4224217118","https://openalex.org/W2974859913","https://openalex.org/W2393963626"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}