{"id":"https://openalex.org/W4313169340","doi":"https://doi.org/10.1007/978-3-031-20309-1_41","title":"Diagnostic Prediction for\u00a0Cervical Spondylotic Myelopathy Based on\u00a0Multi-source Data in\u00a0Electronic Medical Records","display_name":"Diagnostic Prediction for\u00a0Cervical Spondylotic Myelopathy Based on\u00a0Multi-source Data in\u00a0Electronic Medical Records","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313169340","doi":"https://doi.org/10.1007/978-3-031-20309-1_41"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20309-1_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20309-1_41","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/A5027857699","display_name":"Shuhao Zheng","orcid":"https://orcid.org/0000-0002-2495-5763"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhao Zheng","raw_affiliation_strings":["Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education, Guangzhou, 510006, China","School of Software Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047959370","display_name":"Guoyan Liang","orcid":"https://orcid.org/0000-0003-0072-3156"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyan Liang","raw_affiliation_strings":["Department of Spine, Guangdong Provincial People\u2019s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","Department of Spine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Spine, Guangdong Provincial People\u2019s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Department of Spine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081011415","display_name":"Junying Chen","orcid":"https://orcid.org/0000-0002-5614-9731"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junying Chen","raw_affiliation_strings":["Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education, Guangzhou, 510006, China","School of Software Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049163618","display_name":"Yongyu Ye","orcid":"https://orcid.org/0000-0002-7941-4008"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongyu Ye","raw_affiliation_strings":["Department of Spine, Guangdong Provincial People\u2019s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","Department of Spine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Spine, Guangdong Provincial People\u2019s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Department of Spine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079342852","display_name":"Yunbing Chang","orcid":"https://orcid.org/0009-0000-8399-7798"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunbing Chang","raw_affiliation_strings":["Department of Spine, Guangdong Provincial People\u2019s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","Department of Spine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Spine, Guangdong Provincial People\u2019s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I4210153930"]},{"raw_affiliation_string":"Department of Spine, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070704493","display_name":"Yi Cai","orcid":"https://orcid.org/0000-0002-0853-2779"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Cai","raw_affiliation_strings":["Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education, Guangzhou, 510006, China","School of Software Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Big Data and Intelligent Robot (SCUT), Ministry of Education, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029360440","display_name":"Shaowu Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowu Peng","raw_affiliation_strings":["School of Software Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081011415"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I90610280"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.46012365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"462","last_page":"470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9509999752044678,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9509999752044678,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9287999868392944,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9110999703407288,"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/medical-record","display_name":"Medical record","score":0.4340292811393738},{"id":"https://openalex.org/keywords/electronic-records","display_name":"Electronic records","score":0.4133760929107666},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.392002671957016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3494367003440857},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12145724892616272},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.09735730290412903}],"concepts":[{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4340292811393738},{"id":"https://openalex.org/C2987381348","wikidata":"https://www.wikidata.org/wiki/Q517656","display_name":"Electronic records","level":2,"score":0.4133760929107666},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.392002671957016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3494367003440857},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12145724892616272},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.09735730290412903}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-20309-1_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20309-1_41","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":[{"id":"https://metadata.un.org/sdg/2","score":0.7599999904632568,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W89677191","https://openalex.org/W2068237225","https://openalex.org/W2740721704","https://openalex.org/W2962946486","https://openalex.org/W2998530579","https://openalex.org/W3098949126","https://openalex.org/W3173753074","https://openalex.org/W3201285861","https://openalex.org/W4283259215","https://openalex.org/W6600654476","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3160434598","https://openalex.org/W2350771938","https://openalex.org/W2313300194","https://openalex.org/W2356063700","https://openalex.org/W2388156167","https://openalex.org/W2288439478","https://openalex.org/W2378021262","https://openalex.org/W2357131126","https://openalex.org/W2351592134"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}