{"id":"https://openalex.org/W2883362973","doi":"https://doi.org/10.1186/s12911-018-0629-3","title":"Chemical-induced disease extraction via recurrent piecewise convolutional neural networks","display_name":"Chemical-induced disease extraction via recurrent piecewise convolutional neural networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2883362973","doi":"https://doi.org/10.1186/s12911-018-0629-3","mag":"2883362973","pmid":"https://pubmed.ncbi.nlm.nih.gov/30066652"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-018-0629-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0629-3","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-018-0629-3.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12911-018-0629-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051915736","display_name":"Haodi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haodi Li","raw_affiliation_strings":["Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China","Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100721448","display_name":"Ming Yang","orcid":"https://orcid.org/0000-0002-0020-8683"},"institutions":[{"id":"https://openalex.org/I4210164332","display_name":"Shenzhen Second People's Hospital","ror":"https://ror.org/05c74bq69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yang","raw_affiliation_strings":["Pharmacy Department, Shenzhen Second People's Hospital, First Affiliated Hospital of Shenzhen University, Guandong, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pharmacy Department, Shenzhen Second People's Hospital, First Affiliated Hospital of Shenzhen University, Guandong, Shenzhen, China","institution_ids":["https://openalex.org/I4210164332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101895423","display_name":"Qingcai Chen","orcid":"https://orcid.org/0000-0001-8473-7293"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210142539","display_name":"Guangdong Institute of Intelligent Manufacturing","ror":"https://ror.org/049jpjz09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingcai Chen","raw_affiliation_strings":["Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China. qingcai.chen@gmail.com","Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China. qingcai.chen@gmail.com","Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China. qingcai.chen@gmail.com","institution_ids":["https://openalex.org/I4210142539"]},{"raw_affiliation_string":"Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China. qingcai.chen@gmail.com","institution_ids":["https://openalex.org/I158809036"]},{"raw_affiliation_string":"Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014238603","display_name":"Buzhou Tang","orcid":"https://orcid.org/0000-0003-0271-8246"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210142539","display_name":"Guangdong Institute of Intelligent Manufacturing","ror":"https://ror.org/049jpjz09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142539"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Buzhou Tang","raw_affiliation_strings":["Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China. tangbuzhou@gmail.com","Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China. tangbuzhou@gmail.com","Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China. tangbuzhou@gmail.com","institution_ids":["https://openalex.org/I4210142539"]},{"raw_affiliation_string":"Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China. tangbuzhou@gmail.com","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424254","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0001-9003-4252"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China","Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Shenzhen Calligraphy Digital Simulation Technology Engineering Laboratory, Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100411409","display_name":"Jun Yan","orcid":"https://orcid.org/0000-0003-2099-7162"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Yan","raw_affiliation_strings":["Yidu Cloud (Beijing) Technology Co., Ltd, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yidu Cloud (Beijing) Technology Co., Ltd, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014238603","https://openalex.org/A5101895423"],"corresponding_institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213","https://openalex.org/I4210142539","https://openalex.org/I4210152380"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.6473,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.84256561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"S2","first_page":"60","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.4941999912261963,"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":0.4941999912261963,"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":0.12489999830722809,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.06520000100135803,"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/computer-science","display_name":"Computer science","score":0.7933139801025391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7272250056266785},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7170652747154236},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6972446441650391},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6260855197906494},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6043763160705566},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.592708945274353},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5706608295440674},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5367492437362671},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.5030030608177185},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4586520195007324},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.43726515769958496},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4120349586009979},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3899623155593872},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38485729694366455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06651359796524048}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7933139801025391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7272250056266785},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7170652747154236},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6972446441650391},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6260855197906494},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6043763160705566},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.592708945274353},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5706608295440674},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5367492437362671},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.5030030608177185},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4586520195007324},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.43726515769958496},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4120349586009979},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3899623155593872},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38485729694366455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06651359796524048},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064419","descriptor_name":"Chemically-Induced Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064419","descriptor_name":"Chemically-Induced Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064419","descriptor_name":"Chemically-Induced Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-018-0629-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0629-3","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-018-0629-3.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:30066652","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30066652","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:af328596b83a47b9ac53b0ad269d60c6","is_oa":true,"landing_page_url":"https://doaj.org/article/af328596b83a47b9ac53b0ad269d60c6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 18, Iss S2, Pp 45-51 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5024506","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6069297","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6069297","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6069297","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-018-0629-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0629-3","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-018-0629-3.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5187284106","display_name":null,"funder_award_id":"HIT.NSRIF.2017052","funder_id":"https://openalex.org/F4320321940","funder_display_name":"Harbin Institute of Technology"}],"funders":[{"id":"https://openalex.org/F4320321940","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2883362973.pdf","grobid_xml":"https://content.openalex.org/works/W2883362973.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W55204438","https://openalex.org/W90362830","https://openalex.org/W1942498636","https://openalex.org/W1971048089","https://openalex.org/W2014139771","https://openalex.org/W2095705004","https://openalex.org/W2097352005","https://openalex.org/W2099188065","https://openalex.org/W2121111666","https://openalex.org/W2145578524","https://openalex.org/W2145870355","https://openalex.org/W2170240176","https://openalex.org/W2251135946","https://openalex.org/W2331398706","https://openalex.org/W2341742436","https://openalex.org/W2346452181","https://openalex.org/W2517194566","https://openalex.org/W2603150165","https://openalex.org/W2604372572","https://openalex.org/W2773491747","https://openalex.org/W2915806464","https://openalex.org/W2963021258","https://openalex.org/W2977393556"],"related_works":["https://openalex.org/W2352298027","https://openalex.org/W4319940250","https://openalex.org/W842810586","https://openalex.org/W2092919065","https://openalex.org/W4236762297","https://openalex.org/W3138801416","https://openalex.org/W2369351710","https://openalex.org/W2594363579","https://openalex.org/W2169232658","https://openalex.org/W2444550338"],"abstract_inverted_index":{"BACKGROUND:":[0],"Extracting":[1],"relationships":[2,17],"between":[3],"chemicals":[4],"and":[5,32,115,126,154],"diseases":[6],"from":[7,59],"unstructured":[8],"literature":[9],"have":[10,40],"attracted":[11],"plenty":[12],"of":[13,25,36,56,101,117,162],"attention":[14,152],"since":[15],"the":[16,95,102,111,163],"are":[18,123,157],"very":[19],"useful":[20],"for":[21,43,85,106,143],"a":[22,72,92,171],"large":[23],"number":[24,35],"biomedical":[26],"applications":[27],"such":[28],"as":[29],"drug":[30],"repositioning":[31],"pharmacovigilance.":[33],"A":[34,136],"machine":[37],"learning":[38,65,76,139,156],"methods":[39],"been":[41],"proposed":[42,142],"chemical-induced":[44],"disease":[45],"(CID)":[46],"extraction":[47,108,121],"due":[48],"to":[49],"some":[50],"publicly":[51],"available":[52],"annotated":[53],"corpora.":[54],"Most":[55],"them":[57],"suffer":[58],"time-consuming":[60],"feature":[61],"engineering":[62],"except":[63],"deep":[64,75,138],"methods.":[66],"In":[67],"this":[68],"paper,":[69],"we":[70],"propose":[71],"novel":[73,137],"document-level":[74,144],"method,":[77],"called":[78],"recurrent":[79],"piecewise":[80,150],"convolutional":[81],"neural":[82],"networks":[83],"(RPCNN),":[84],"CID":[86,107,120,145],"extraction.":[87],"RESULTS:":[88],"Experimental":[89],"results":[90],"on":[91,170],"benchmark":[93,172],"dataset,":[94],"CDR":[96],"(Chemical-induced":[97],"Disease":[98],"Relation)":[99],"dataset":[100],"BioCreative":[103],"V":[104],"challenge":[105],"show":[109],"that":[110],"highest":[112],"precision,":[113],"recall":[114],"F-score":[116],"our":[118],"RPCNN-based":[119],"system":[122],"65.24,":[124],"77.21":[125],"70.77%,":[127],"which":[128],"is":[129,141,165],"competitive":[130],"with":[131],"other":[132],"state-of-the-art":[133],"systems.":[134],"CONCLUSIONS:":[135],"method":[140,164],"extraction,":[146],"where":[147],"domain":[148],"knowledge,":[149],"strategy,":[151],"mechanism,":[153],"multi-instance":[155],"combined":[158],"together.":[159],"The":[160],"effectiveness":[161],"proved":[166],"by":[167],"experiments":[168],"conducted":[169],"dataset.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
