{"id":"https://openalex.org/W4382394645","doi":"https://doi.org/10.1007/978-3-031-34960-7_13","title":"Unsupervised Investigation of Information Captured in Pathway Activity Score in scRNA-Seq Analysis","display_name":"Unsupervised Investigation of Information Captured in Pathway Activity Score in scRNA-Seq Analysis","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382394645","doi":"https://doi.org/10.1007/978-3-031-34960-7_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34960-7_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34960-7_13","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/A5092350218","display_name":"Kamila Szuma\u0142a","orcid":null},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Kamila Szumala","raw_affiliation_strings":["Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027451254","display_name":"Joanna Pola\u0144ska","orcid":null},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Joanna Polanska","raw_affiliation_strings":["Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland"],"raw_orcid":"https://orcid.org/0000-0001-8004-9864","affiliations":[{"raw_affiliation_string":"Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014860660","display_name":"Joanna \u017by\u0142a","orcid":"https://orcid.org/0000-0002-2895-7969"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Joanna Zyla","raw_affiliation_strings":["Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2895-7969","affiliations":[{"raw_affiliation_string":"Department of Data Science and Engineering, Silesian University of Technology, Akademicka 16, 44-100, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014860660"],"corresponding_institution_ids":["https://openalex.org/I119004910"],"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":0.19122457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":1.0,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":1.0,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9954000115394592,"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/T10773","display_name":"Extracellular vesicles in disease","score":0.9839000105857849,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8136076927185059},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.6430806517601013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5895153880119324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30457186698913574},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.0973072350025177},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07391360402107239}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8136076927185059},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.6430806517601013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5895153880119324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30457186698913574},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0973072350025177},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07391360402107239}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-34960-7_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34960-7_13","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":39,"referenced_works":["https://openalex.org/W1969218538","https://openalex.org/W1992045522","https://openalex.org/W2010457001","https://openalex.org/W2037923151","https://openalex.org/W2123879591","https://openalex.org/W2131681506","https://openalex.org/W2139128291","https://openalex.org/W2149573463","https://openalex.org/W2150932450","https://openalex.org/W2158384363","https://openalex.org/W2159707944","https://openalex.org/W2297219066","https://openalex.org/W2512004978","https://openalex.org/W2523620612","https://openalex.org/W2559588208","https://openalex.org/W2616922646","https://openalex.org/W2753908609","https://openalex.org/W2788142646","https://openalex.org/W2895456557","https://openalex.org/W2926010705","https://openalex.org/W2931036699","https://openalex.org/W2952602120","https://openalex.org/W2957376989","https://openalex.org/W2976681669","https://openalex.org/W3002077664","https://openalex.org/W3004747635","https://openalex.org/W3015184839","https://openalex.org/W3032847236","https://openalex.org/W3044574024","https://openalex.org/W3047168254","https://openalex.org/W3093169545","https://openalex.org/W3099768174","https://openalex.org/W3114485724","https://openalex.org/W3164692211","https://openalex.org/W3201984060","https://openalex.org/W4214560271","https://openalex.org/W4220673122","https://openalex.org/W4231519797","https://openalex.org/W4285140784"],"related_works":["https://openalex.org/W1834608617","https://openalex.org/W1999627569","https://openalex.org/W2380998760","https://openalex.org/W763609066","https://openalex.org/W2277421442","https://openalex.org/W2585200381","https://openalex.org/W1975042105","https://openalex.org/W2809771341","https://openalex.org/W2379948017","https://openalex.org/W2144863141"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}