{"id":"https://openalex.org/W7131351728","doi":"https://doi.org/10.1016/j.cosrev.2026.100930","title":"Visualization methods for explainable medical imaging diagnosis: A survey","display_name":"Visualization methods for explainable medical imaging diagnosis: A survey","publication_year":2026,"publication_date":"2026-02-25","ids":{"openalex":"https://openalex.org/W7131351728","doi":"https://doi.org/10.1016/j.cosrev.2026.100930"},"language":"en","primary_location":{"id":"doi:10.1016/j.cosrev.2026.100930","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cosrev.2026.100930","pdf_url":null,"source":{"id":"https://openalex.org/S73121659","display_name":"Computer Science Review","issn_l":"1574-0137","issn":["1574-0137","1876-7745"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science Review","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/A5085584344","display_name":"Longzhen Yang","orcid":"https://orcid.org/0000-0002-5791-145X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longzhen Yang","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University, 4800 Cao\u2019an Highway, Shanghai, 201804, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University, 4800 Cao\u2019an Highway, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126515235","display_name":"Yihang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihang Liu","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University, 4800 Cao\u2019an Highway, Shanghai, 201804, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University, 4800 Cao\u2019an Highway, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lianghua He","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lianghua He","raw_affiliation_strings":["School of Computer Science and Technology, Tongji University, 4800 Cao\u2019an Highway, Shanghai, 201804, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tongji University, 4800 Cao\u2019an Highway, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126769832","display_name":"Die Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Die Hu","raw_affiliation_strings":["Department of Communication Science and Engineering, Fudan University, 220 Handan Road, Shanghai, 200437, China"],"affiliations":[{"raw_affiliation_string":"Department of Communication Science and Engineering, Fudan University, 220 Handan Road, Shanghai, 200437, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":3300,"currency":"USD","value_usd":3300},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45510436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"61","issue":null,"first_page":"100930","last_page":"100930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.16609999537467957,"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/T10799","display_name":"Data Visualization and Analytics","score":0.16609999537467957,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.15639999508857727,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.12250000238418579,"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/interpretability","display_name":"Interpretability","score":0.8677999973297119},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8348000049591064},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5809000134468079},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.508899986743927},{"id":"https://openalex.org/keywords/creative-visualization","display_name":"Creative visualization","score":0.5076000094413757},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.48399999737739563},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.43720000982284546}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8677999973297119},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8348000049591064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7770000100135803},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5809000134468079},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5314000248908997},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.508899986743927},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.5076000094413757},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.48399999737739563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4765999913215637},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.43720000982284546},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.42750000953674316},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4140999913215637},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.2865999937057495},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26899999380111694}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cosrev.2026.100930","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cosrev.2026.100930","pdf_url":null,"source":{"id":"https://openalex.org/S73121659","display_name":"Computer Science Review","issn_l":"1574-0137","issn":["1574-0137","1876-7745"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320335000","display_name":"Changjiang Scholar Program of Chinese Ministry of Education","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":100,"referenced_works":["https://openalex.org/W1516725721","https://openalex.org/W1787224781","https://openalex.org/W2007872832","https://openalex.org/W2034838676","https://openalex.org/W2097308346","https://openalex.org/W2099741732","https://openalex.org/W2107030642","https://openalex.org/W2112009428","https://openalex.org/W2128728535","https://openalex.org/W2152772232","https://openalex.org/W2195388612","https://openalex.org/W2240067561","https://openalex.org/W2483962956","https://openalex.org/W2528491735","https://openalex.org/W2561412020","https://openalex.org/W2592929672","https://openalex.org/W2618530766","https://openalex.org/W2736081097","https://openalex.org/W2772723798","https://openalex.org/W2788633781","https://openalex.org/W2794825826","https://openalex.org/W2803405718","https://openalex.org/W2804604520","https://openalex.org/W2885440359","https://openalex.org/W2889934577","https://openalex.org/W2898477488","https://openalex.org/W2903896358","https://openalex.org/W2912664121","https://openalex.org/W2913240367","https://openalex.org/W2956993163","https://openalex.org/W2958089299","https://openalex.org/W2963214037","https://openalex.org/W2963374347","https://openalex.org/W2963707011","https://openalex.org/W2969224142","https://openalex.org/W2988437828","https://openalex.org/W2991676991","https://openalex.org/W2995225687","https://openalex.org/W3000965188","https://openalex.org/W3004572460","https://openalex.org/W3017521469","https://openalex.org/W3036319923","https://openalex.org/W3037311718","https://openalex.org/W3045670760","https://openalex.org/W3088257970","https://openalex.org/W3093452197","https://openalex.org/W3093687066","https://openalex.org/W3096831136","https://openalex.org/W3108932871","https://openalex.org/W3113143857","https://openalex.org/W3114128166","https://openalex.org/W3120284371","https://openalex.org/W3121732873","https://openalex.org/W3126988965","https://openalex.org/W3161558656","https://openalex.org/W3164936045","https://openalex.org/W3171849353","https://openalex.org/W3186479087","https://openalex.org/W3196613560","https://openalex.org/W3203598645","https://openalex.org/W3211109300","https://openalex.org/W3211191383","https://openalex.org/W3211317523","https://openalex.org/W3212589799","https://openalex.org/W3213449503","https://openalex.org/W4220660245","https://openalex.org/W4220826373","https://openalex.org/W4224006294","https://openalex.org/W4225316200","https://openalex.org/W4229494842","https://openalex.org/W4247133639","https://openalex.org/W4281649572","https://openalex.org/W4285094057","https://openalex.org/W4286436505","https://openalex.org/W4288725119","https://openalex.org/W4290716922","https://openalex.org/W4309630525","https://openalex.org/W4310358279","https://openalex.org/W4311253153","https://openalex.org/W4311496088","https://openalex.org/W4317214807","https://openalex.org/W4317436377","https://openalex.org/W4365440898","https://openalex.org/W4384068486","https://openalex.org/W4385840386","https://openalex.org/W4387055640","https://openalex.org/W4387824600","https://openalex.org/W4387955774","https://openalex.org/W4388750483","https://openalex.org/W4389053115","https://openalex.org/W4390399420","https://openalex.org/W4390905318","https://openalex.org/W4392173050","https://openalex.org/W4394933653","https://openalex.org/W4396605652","https://openalex.org/W4396673247","https://openalex.org/W4399393690","https://openalex.org/W4400370019","https://openalex.org/W4402698939","https://openalex.org/W4411901882"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-02-25T00:00:00"}
