{"id":"https://openalex.org/W2946752003","doi":"https://doi.org/10.1007/978-3-030-19504-5_9","title":"Designing a Machine Learning Model to Predict Cardiovascular Disease Without Any Blood Test","display_name":"Designing a Machine Learning Model to Predict Cardiovascular Disease Without Any Blood Test","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946752003","doi":"https://doi.org/10.1007/978-3-030-19504-5_9","mag":"2946752003"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-19504-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19504-5_9","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":"book-chapter","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/A5008478514","display_name":"Arindam Brahma","orcid":"https://orcid.org/0000-0001-7653-3709"},"institutions":[{"id":"https://openalex.org/I136722135","display_name":"Claremont Graduate University","ror":"https://ror.org/0157pnt69","country_code":"US","type":"education","lineage":["https://openalex.org/I136722135"]},{"id":"https://openalex.org/I35566140","display_name":"Loyola Marymount University","ror":"https://ror.org/00xhj8c72","country_code":"US","type":"education","lineage":["https://openalex.org/I35566140"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arin Brahma","raw_affiliation_strings":["Claremont Graduate University, Claremont, CA, 01711, USA","Loyola Marymount University, Los Angeles, CA, 90045, USA"],"affiliations":[{"raw_affiliation_string":"Claremont Graduate University, Claremont, CA, 01711, USA","institution_ids":["https://openalex.org/I136722135"]},{"raw_affiliation_string":"Loyola Marymount University, Los Angeles, CA, 90045, USA","institution_ids":["https://openalex.org/I35566140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039903412","display_name":"Samir Chatterjee","orcid":"https://orcid.org/0000-0002-3268-6604"},"institutions":[{"id":"https://openalex.org/I136722135","display_name":"Claremont Graduate University","ror":"https://ror.org/0157pnt69","country_code":"US","type":"education","lineage":["https://openalex.org/I136722135"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samir Chatterjee","raw_affiliation_strings":["Claremont Graduate University, Claremont, CA, 01711, USA"],"affiliations":[{"raw_affiliation_string":"Claremont Graduate University, Claremont, CA, 01711, USA","institution_ids":["https://openalex.org/I136722135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100754647","display_name":"Li Yan","orcid":"https://orcid.org/0000-0002-0415-0140"},"institutions":[{"id":"https://openalex.org/I136722135","display_name":"Claremont Graduate University","ror":"https://ror.org/0157pnt69","country_code":"US","type":"education","lineage":["https://openalex.org/I136722135"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["Claremont Graduate University, Claremont, CA, 01711, USA"],"affiliations":[{"raw_affiliation_string":"Claremont Graduate University, Claremont, CA, 01711, USA","institution_ids":["https://openalex.org/I136722135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008478514"],"corresponding_institution_ids":["https://openalex.org/I136722135","https://openalex.org/I35566140"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1055,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87628111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"125","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9968000054359436,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5884963274002075},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5428156852722168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5159638524055481},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44450661540031433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43703728914260864},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39409348368644714},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2978988289833069},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07250720262527466}],"concepts":[{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5884963274002075},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5428156852722168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5159638524055481},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44450661540031433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43703728914260864},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39409348368644714},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2978988289833069},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07250720262527466},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-19504-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19504-5_9","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W176325138","https://openalex.org/W1989372112","https://openalex.org/W2000478205","https://openalex.org/W2012947861","https://openalex.org/W2062302861","https://openalex.org/W2130647897","https://openalex.org/W2133896251","https://openalex.org/W2146802605","https://openalex.org/W2168536722","https://openalex.org/W2498503053","https://openalex.org/W2518582440","https://openalex.org/W2549885908","https://openalex.org/W2580792129","https://openalex.org/W2605253636"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W3046775127","https://openalex.org/W4205958290","https://openalex.org/W3107474891"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
