{"id":"https://openalex.org/W2251608639","doi":"https://doi.org/10.18653/v1/s15-2073","title":"BioinformaticsUA: Machine Learning and Rule-Based Recognition of Disorders and Clinical Attributes from Patient Notes","display_name":"BioinformaticsUA: Machine Learning and Rule-Based Recognition of Disorders and Clinical Attributes from Patient Notes","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2251608639","doi":"https://doi.org/10.18653/v1/s15-2073","mag":"2251608639"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s15-2073","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s15-2073","pdf_url":"https://aclanthology.org/S15-2073.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/S15-2073.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073280030","display_name":"S\u00e9rgio Matos","orcid":"https://orcid.org/0000-0003-1941-3983"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S\u00e9rgio Matos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091412738","display_name":"Jos\u00e9 Francisco Rodrigues Sequeira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Sequeira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5040524956","display_name":"Jos\u00e9 Lu\u00eds Oliveira","orcid":"https://orcid.org/0000-0002-6672-6176"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Lu\u00eds Oliveira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"422","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9994999766349792,"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":0.9988999962806702,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9973000288009644,"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/normalization","display_name":"Normalization (sociology)","score":0.8072371482849121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7737478613853455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7005159854888916},{"id":"https://openalex.org/keywords/snomed-ct","display_name":"SNOMED CT","score":0.6576067209243774},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.6428746581077576},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.639348030090332},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5651360750198364},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.41279157996177673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36837196350097656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32509711384773254},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06450918316841125}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.8072371482849121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7737478613853455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7005159854888916},{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.6576067209243774},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.6428746581077576},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.639348030090332},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5651360750198364},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41279157996177673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36837196350097656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32509711384773254},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06450918316841125},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/s15-2073","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s15-2073","pdf_url":"https://aclanthology.org/S15-2073.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/s15-2073","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s15-2073","pdf_url":"https://aclanthology.org/S15-2073.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2251608639.pdf"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1992593537","https://openalex.org/W2032069669","https://openalex.org/W2046788142","https://openalex.org/W2065963191","https://openalex.org/W2113373919","https://openalex.org/W2143902665","https://openalex.org/W2147880316","https://openalex.org/W2236252949","https://openalex.org/W2916047559"],"related_works":["https://openalex.org/W2039735462","https://openalex.org/W2951665393","https://openalex.org/W4297803142","https://openalex.org/W2770499767","https://openalex.org/W2295806952","https://openalex.org/W2293521960","https://openalex.org/W172101468","https://openalex.org/W131864321","https://openalex.org/W1577171817","https://openalex.org/W2793132289"],"abstract_inverted_index":{"Natural":[0],"language":[1],"processing":[2],"and":[3,53,70,74,78,94,97],"text":[4],"analysis":[5],"methods":[6,36,80],"offer":[7],"the":[8,32,38,91,105],"potential":[9],"of":[10,17,23,34,45,68,88,102],"uncovering":[11],"hidden":[12],"associations":[13],"from":[14],"large":[15],"amounts":[16],"unprocessed":[18],"texts.":[19],"The":[20,41],"SemEval-2015":[21],"Analysis":[22],"Clinical":[24],"Text":[25],"task":[26,43],"aimed":[27],"at":[28],"fostering":[29],"research":[30],"on":[31],"application":[33],"these":[35],"in":[37,62,90,104],"clinical":[39],"domain.":[40],"proposed":[42],"consisted":[44],"disorder":[46,54],"identification":[47],"with":[48],"normalization":[49,95],"to":[50],"SNOMED-CT":[51],"concepts,":[52],"attribute":[55],"identification,":[56],"or":[57],"template":[58,82,106],"filling.":[59,83],"We":[60,84],"participated":[61],"both":[63],"sub-tasks,":[64],"using":[65],"a":[66,98],"combination":[67],"machine-learning":[69],"rules":[71],"for":[72,81],"recognizing":[73],"normalizing":[75],"disease":[76],"mentions,":[77],"rule-based":[79],"achieved":[85],"an":[86],"F-score":[87],"71.2%":[89],"entity":[92],"recognition":[93],"task,":[96],"slot":[99],"weighted":[100],"accuracy":[101],"69.5%":[103],"filling":[107],"task.":[108]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}