{"id":"https://openalex.org/W7168093003","doi":"https://doi.org/10.1007/978-981-92-2864-5_12","title":"MedStruct-S: A Benchmark for\u00a0Key Discovery, Key-Conditioned QA and\u00a0Semi-structured Extraction from\u00a0OCR Clinical Reports","display_name":"MedStruct-S: A Benchmark for\u00a0Key Discovery, Key-Conditioned QA and\u00a0Semi-structured Extraction from\u00a0OCR Clinical Reports","publication_year":2026,"publication_date":"2026-07-12","ids":{"openalex":"https://openalex.org/W7168093003","doi":"https://doi.org/10.1007/978-981-92-2864-5_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-2864-5_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-2864-5_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5135478539","display_name":"Yingyun Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160673","display_name":"Starfire Systems (United States)","ror":"https://ror.org/04fd8ks75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210160673"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingyun Li","raw_affiliation_strings":["AI Starfish, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Starfish, Hangzhou, China","institution_ids":["https://openalex.org/I4210160673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140514838","display_name":"Yu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160673","display_name":"Starfire Systems (United States)","ror":"https://ror.org/04fd8ks75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210160673"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["AI Starfish, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Starfish, Hangzhou, China","institution_ids":["https://openalex.org/I4210160673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125288265","display_name":"Haiyang Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160673","display_name":"Starfire Systems (United States)","ror":"https://ror.org/04fd8ks75","country_code":"US","type":"company","lineage":["https://openalex.org/I4210160673"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haiyang Qian","raw_affiliation_strings":["AI Starfish, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AI Starfish, Hangzhou, China","institution_ids":["https://openalex.org/I4210160673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5125288265"],"corresponding_institution_ids":["https://openalex.org/I4210160673"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95722949,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.426800012588501,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.426800012588501,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.24330000579357147,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.21040000021457672,"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/benchmark","display_name":"Benchmark (surveying)","score":0.8766000270843506},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7423999905586243},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6717000007629395},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.3734000027179718},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.3010999858379364},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.299699991941452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9114000201225281},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8766000270843506},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7423999905586243},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6717000007629395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5605999827384949},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5514000058174133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.501800000667572},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.3734000027179718},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2924000024795532},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.290800005197525},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-2864-5_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-2864-5_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2952370363","https://openalex.org/W2979826702","https://openalex.org/W2986619406","https://openalex.org/W3002226419","https://openalex.org/W3021636956","https://openalex.org/W3048179169","https://openalex.org/W3092364978","https://openalex.org/W3169341408","https://openalex.org/W4221166835","https://openalex.org/W4312065988","https://openalex.org/W4385572198","https://openalex.org/W4391028459","https://openalex.org/W4412945119","https://openalex.org/W4413146441"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-13T00:00:00"}
