{"id":"https://openalex.org/W4382394621","doi":"https://doi.org/10.1007/978-3-031-34953-9_8","title":"Predicting Cancer Stage from\u00a0Circulating microRNA: A Comparative Analysis of\u00a0Machine Learning Algorithms","display_name":"Predicting Cancer Stage from\u00a0Circulating microRNA: A Comparative Analysis of\u00a0Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382394621","doi":"https://doi.org/10.1007/978-3-031-34953-9_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34953-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34953-9_8","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/A5030332473","display_name":"S\u00f6ren Richard Stahlschmidt","orcid":"https://orcid.org/0000-0003-4191-8435"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"S\u00f6ren Richard Stahlschmidt","raw_affiliation_strings":["Systems Biology Research Center, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 1, 541 28, Sk\u00f6vde, Sweden","Systems Biology Research Center, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"Systems Biology Research Center, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 1, 541 28, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]},{"raw_affiliation_string":"Systems Biology Research Center, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036703054","display_name":"Benjamin Ulfenborg","orcid":"https://orcid.org/0000-0001-9242-4852"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Benjamin Ulfenborg","raw_affiliation_strings":["Systems Biology Research Center, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 1, 541 28, Sk\u00f6vde, Sweden","Systems Biology Research Center, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"Systems Biology Research Center, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 1, 541 28, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]},{"raw_affiliation_string":"Systems Biology Research Center, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040553439","display_name":"Jane Synnergren","orcid":"https://orcid.org/0000-0003-4697-0590"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jane Synnergren","raw_affiliation_strings":["Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden","Systems Biology Research Center, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 1, 541 28, Sk\u00f6vde, Sweden","Systems Biology Research Center, University of Sk\u00f6vde, Sk\u00f6vde, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I881427289"]},{"raw_affiliation_string":"Systems Biology Research Center, University of Sk\u00f6vde, H\u00f6gskolev\u00e4gen 1, 541 28, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]},{"raw_affiliation_string":"Systems Biology Research Center, University of Sk\u00f6vde, Sk\u00f6vde, Sweden","institution_ids":["https://openalex.org/I205158640"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030332473"],"corresponding_institution_ids":["https://openalex.org/I205158640"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.222333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T11765","display_name":"Circular RNAs in diseases","score":0.9901000261306763,"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/stage","display_name":"Stage (stratigraphy)","score":0.710731029510498},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.6721453070640564},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6706689596176147},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.6250470280647278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5720773935317993},{"id":"https://openalex.org/keywords/cancer-stage","display_name":"Cancer stage","score":0.4907859265804291},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.47250664234161377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4483357071876526},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3703850507736206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3501405417919159},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.34779685735702515},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1478198766708374}],"concepts":[{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.710731029510498},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.6721453070640564},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6706689596176147},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.6250470280647278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5720773935317993},{"id":"https://openalex.org/C2910022320","wikidata":"https://www.wikidata.org/wiki/Q1752284","display_name":"Cancer stage","level":3,"score":0.4907859265804291},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.47250664234161377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4483357071876526},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3703850507736206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3501405417919159},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.34779685735702515},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1478198766708374},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-34953-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34953-9_8","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":23,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1797580880","https://openalex.org/W1967320885","https://openalex.org/W1985530355","https://openalex.org/W2087347434","https://openalex.org/W2102636708","https://openalex.org/W2110065044","https://openalex.org/W2111471857","https://openalex.org/W2511508398","https://openalex.org/W2765410042","https://openalex.org/W2768224787","https://openalex.org/W2897522485","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2940443381","https://openalex.org/W2973079725","https://openalex.org/W3016666583","https://openalex.org/W3098996042","https://openalex.org/W3130164520","https://openalex.org/W3196699035","https://openalex.org/W4206841660","https://openalex.org/W4309944287","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4225307033","https://openalex.org/W4362424210","https://openalex.org/W2326245116","https://openalex.org/W1987651586","https://openalex.org/W3184318489","https://openalex.org/W2326075172","https://openalex.org/W2468856311","https://openalex.org/W2348266771","https://openalex.org/W2623513647","https://openalex.org/W2516031078"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
