{"id":"https://openalex.org/W3165058054","doi":"https://doi.org/10.1109/isbi48211.2021.9434010","title":"Slake: A Semantically-Labeled Knowledge-Enhanced Dataset For Medical Visual Question Answering","display_name":"Slake: A Semantically-Labeled Knowledge-Enhanced Dataset For Medical Visual Question Answering","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3165058054","doi":"https://doi.org/10.1109/isbi48211.2021.9434010","mag":"3165058054"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9434010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5100461632","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-2165-245X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Bo Liu","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Computing,Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Computing,Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001643829","display_name":"Li-Ming Zhan","orcid":"https://orcid.org/0000-0001-7173-1116"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Li-Ming Zhan","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Computing,Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Computing,Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101780656","display_name":"Li Xu","orcid":"https://orcid.org/0000-0003-0359-453X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Li Xu","raw_affiliation_strings":["The Hong Kong Polytechnic University,Department of Computing,Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,Department of Computing,Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017116858","display_name":"Lin Ma","orcid":"https://orcid.org/0000-0002-7331-6132"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Ma","raw_affiliation_strings":["West China Hospital of Sichuan University,Department of Ultrasound,China"],"affiliations":[{"raw_affiliation_string":"West China Hospital of Sichuan University,Department of Ultrasound,China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764580","display_name":"Yan Yang","orcid":"https://orcid.org/0000-0002-0825-5740"},"institutions":[{"id":"https://openalex.org/I4210118397","display_name":"Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital","ror":"https://ror.org/01qh26a66","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210118397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yang","raw_affiliation_strings":["Sichuan Academy of Medical Sciences, Sichuan Provincial People&#x2019;s Hospital,China"],"affiliations":[{"raw_affiliation_string":"Sichuan Academy of Medical Sciences, Sichuan Provincial People&#x2019;s Hospital,China","institution_ids":["https://openalex.org/I4210118397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101981128","display_name":"Xiao-Ming Wu","orcid":"https://orcid.org/0000-0002-3130-0554"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiao-Ming Wu","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100461632"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":10.5569,"has_fulltext":false,"cited_by_count":216,"citation_normalized_percentile":{"value":0.98885844,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1650","last_page":"1654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9948999881744385,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9891999959945679,"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/question-answering","display_name":"Question answering","score":0.7304215431213379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7100284099578857},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5388222932815552},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5057933330535889},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4508589506149292},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3159968852996826}],"concepts":[{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.7304215431213379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100284099578857},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5388222932815552},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5057933330535889},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4508589506149292},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3159968852996826},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi48211.2021.9434010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1933349210","https://openalex.org/W2127795553","https://openalex.org/W2127890285","https://openalex.org/W2561715562","https://openalex.org/W2611650229","https://openalex.org/W2901466771","https://openalex.org/W2915126261","https://openalex.org/W2963260436","https://openalex.org/W2963890019","https://openalex.org/W2963954913","https://openalex.org/W2964303913","https://openalex.org/W2979525559","https://openalex.org/W3094950914","https://openalex.org/W3101156210","https://openalex.org/W3208720418","https://openalex.org/W4393573929","https://openalex.org/W6637373629","https://openalex.org/W6678830454","https://openalex.org/W6759274242"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2384605597","https://openalex.org/W2387743295","https://openalex.org/W2185469136","https://openalex.org/W3082787378","https://openalex.org/W3134247745","https://openalex.org/W4226243593","https://openalex.org/W3172691639","https://openalex.org/W2963582704","https://openalex.org/W4403761773"],"abstract_inverted_index":{"Medical":[0],"visual":[1],"question":[2],"answering":[3],"(Med-VQA)":[4],"has":[5],"tremendous":[6],"potential":[7],"in":[8],"healthcare.":[9],"However,":[10],"the":[11,19,70,83],"development":[12,84],"of":[13,21,87],"this":[14,32],"technology":[15],"is":[16],"hindered":[17],"by":[18,46],"lacking":[20],"publicly-available":[22],"and":[23,29,49,63,85],"high-quality":[24],"labeled":[25],"datasets":[26],"for":[27,56],"training":[28],"evaluation.":[30],"In":[31],"paper,":[33],"we":[34],"present":[35],"a":[36,50],"large":[37],"bilingual":[38],"dataset,":[39],"SLAKE,":[40],"with":[41],"comprehensive":[42],"semantic":[43],"labels":[44],"annotated":[45],"experienced":[47],"physicians":[48],"new":[51],"structural":[52],"medical":[53],"knowledge":[54],"base":[55],"Med-VQA.":[57],"Besides,":[58],"SLAKE":[59,77],"includes":[60],"richer":[61],"modalities":[62],"covers":[64],"more":[65],"human":[66],"body":[67],"parts":[68],"than":[69],"currently":[71],"available":[72],"dataset.":[73],"We":[74],"show":[75],"that":[76],"can":[78,92],"be":[79,93],"used":[80],"to":[81],"facilitate":[82],"evaluation":[86],"Med-VQA":[88],"systems.":[89],"The":[90],"dataset":[91],"downloaded":[94],"from":[95],"http://www.med-vqa.com/slake.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":98},{"year":2024,"cited_by_count":57},{"year":2023,"cited_by_count":35},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
