{"id":"https://openalex.org/W2906797014","doi":"https://doi.org/10.1007/978-3-030-06016-9_11","title":"Using Machine Learning to Distinguish Infected from Non-infected Subjects at an Early Stage Based on Viral Inoculation","display_name":"Using Machine Learning to Distinguish Infected from Non-infected Subjects at an Early Stage Based on Viral Inoculation","publication_year":2018,"publication_date":"2018-12-29","ids":{"openalex":"https://openalex.org/W2906797014","doi":"https://doi.org/10.1007/978-3-030-06016-9_11","mag":"2906797014"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-06016-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-06016-9_11","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/A5063962595","display_name":"Ghanshyam Verma","orcid":"https://orcid.org/0000-0002-1394-6386"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Ghanshyam Verma","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","School of Computer Science, National University of Ireland Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-1394-6386","affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Computer Science, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011470209","display_name":"Alokkumar Jha","orcid":"https://orcid.org/0000-0002-8024-5854"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Alokkumar Jha","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","School of Computer Science, National University of Ireland Galway, Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Computer Science, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006224704","display_name":"Dietrich Rebholz\u2010Schuhmann","orcid":"https://orcid.org/0000-0002-1018-0370"},"institutions":[{"id":"https://openalex.org/I180923762","display_name":"University of Cologne","ror":"https://ror.org/00rcxh774","country_code":"DE","type":"education","lineage":["https://openalex.org/I180923762"]},{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]},{"id":"https://openalex.org/I4210112663","display_name":"ZB MED - Information Centre for Life Sciences","ror":"https://ror.org/0259fwx54","country_code":"DE","type":"archive","lineage":["https://openalex.org/I4210112663"]}],"countries":["DE","IE"],"is_corresponding":false,"raw_author_name":"Dietrich Rebholz-Schuhmann","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","School of Computer Science, National University of Ireland Galway, Galway, Ireland","ZB MED - Information Center for Life Sciences, University of Cologne, Cologne, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Computer Science, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"ZB MED - Information Center for Life Sciences, University of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I4210112663","https://openalex.org/I180923762"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006608063","display_name":"Michael G. Madden","orcid":"https://orcid.org/0000-0002-4443-7285"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Michael G. Madden","raw_affiliation_strings":["Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","School of Computer Science, National University of Ireland Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-4443-7285","affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Computer Science, National University of Ireland Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063962595"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"121"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11243","display_name":"Respiratory viral infections research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11243","display_name":"Respiratory viral infections research","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9837999939918518,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9801999926567078,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5699356198310852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4959898889064789},{"id":"https://openalex.org/keywords/time-point","display_name":"Time point","score":0.48837560415267944},{"id":"https://openalex.org/keywords/immune-system","display_name":"Immune system","score":0.43039751052856445},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.4119235873222351},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4001227021217346},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.39004987478256226},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.3611442446708679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3577888309955597},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.25835174322128296},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11028224229812622}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5699356198310852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4959898889064789},{"id":"https://openalex.org/C2779466056","wikidata":"https://www.wikidata.org/wiki/Q107630651","display_name":"Time point","level":2,"score":0.48837560415267944},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.43039751052856445},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.4119235873222351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4001227021217346},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.39004987478256226},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.3611442446708679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3577888309955597},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25835174322128296},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11028224229812622},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-06016-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-06016-9_11","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":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1483060997","https://openalex.org/W1520812622","https://openalex.org/W1831050183","https://openalex.org/W1995722533","https://openalex.org/W1998635195","https://openalex.org/W2001187841","https://openalex.org/W2011416468","https://openalex.org/W2017606881","https://openalex.org/W2048987737","https://openalex.org/W2055522016","https://openalex.org/W2084620487","https://openalex.org/W2085764144","https://openalex.org/W2098412979","https://openalex.org/W2109108939","https://openalex.org/W2109943925","https://openalex.org/W2130410032","https://openalex.org/W2139212933","https://openalex.org/W2141659272","https://openalex.org/W2142890842","https://openalex.org/W2143426320","https://openalex.org/W2279836332","https://openalex.org/W2301676073","https://openalex.org/W2549975402","https://openalex.org/W2786277158","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W2355927362","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3195168932","https://openalex.org/W1996541855"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
