{"id":"https://openalex.org/W2888507873","doi":"https://doi.org/10.1007/978-3-319-99492-5_9","title":"Prediction of Drug Efficiency by Transferring Gene Expression Data from Cell Lines to Cancer Patients","display_name":"Prediction of Drug Efficiency by Transferring Gene Expression Data from Cell Lines to Cancer Patients","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888507873","doi":"https://doi.org/10.1007/978-3-319-99492-5_9","mag":"2888507873"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-99492-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99492-5_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":"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/A5113454268","display_name":"Nicolas Borisov","orcid":null},"institutions":[{"id":"https://openalex.org/I17877952","display_name":"Sechenov University","ror":"https://ror.org/02yqqv993","country_code":"RU","type":"education","lineage":["https://openalex.org/I17877952"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nicolas Borisov","raw_affiliation_strings":["Department of R&D, OmicsWay Corp., 40S Lemon Ave, Walnut, CA, 91789, USA","Institute for Personalized Medicine, I.M. Sechenov First Moscow State Medical University, 8/2, Trubetskaya Street, Moscow, 119991, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of R&D, OmicsWay Corp., 40S Lemon Ave, Walnut, CA, 91789, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Personalized Medicine, I.M. Sechenov First Moscow State Medical University, 8/2, Trubetskaya Street, Moscow, 119991, Russian Federation","institution_ids":["https://openalex.org/I17877952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030144117","display_name":"Victor Tkachev","orcid":"https://orcid.org/0000-0002-8733-2205"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Victor Tkachev","raw_affiliation_strings":["Department of R&D, OmicsWay Corp., 40S Lemon Ave, Walnut, CA, 91789, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of R&D, OmicsWay Corp., 40S Lemon Ave, Walnut, CA, 91789, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008472454","display_name":"Anton Buzdin","orcid":"https://orcid.org/0000-0001-9866-3424"},"institutions":[{"id":"https://openalex.org/I17877952","display_name":"Sechenov University","ror":"https://ror.org/02yqqv993","country_code":"RU","type":"education","lineage":["https://openalex.org/I17877952"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anton Buzdin","raw_affiliation_strings":["Department of R&D, OmicsWay Corp., 40S Lemon Ave, Walnut, CA, 91789, USA","Institute for Personalized Medicine, I.M. Sechenov First Moscow State Medical University, 8/2, Trubetskaya Street, Moscow, 119991, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of R&D, OmicsWay Corp., 40S Lemon Ave, Walnut, CA, 91789, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Personalized Medicine, I.M. Sechenov First Moscow State Medical University, 8/2, Trubetskaya Street, Moscow, 119991, Russian Federation","institution_ids":["https://openalex.org/I17877952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067035670","display_name":"Ilya Muchnik","orcid":null},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilya Muchnik","raw_affiliation_strings":["Rutgers University, Hill Center, Busch Campus, Piscataway, NJ, 08855, USA","Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Hill Center, Busch Campus, Piscataway, NJ, 08855, USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9930999875068665,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9930999875068665,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/subspace-topology","display_name":"Subspace topology","score":0.7293174266815186},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.7179840207099915},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5933219194412231},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5752508640289307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5666399002075195},{"id":"https://openalex.org/keywords/cancer-cell-lines","display_name":"Cancer cell lines","score":0.5154165029525757},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4974978268146515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.495077520608902},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4840821325778961},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4831675887107849},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.45248088240623474},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4435371160507202},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4355146288871765},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2786041498184204},{"id":"https://openalex.org/keywords/cancer-cell","display_name":"Cancer cell","score":0.23312309384346008},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18353146314620972},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1809225082397461},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08658456802368164}],"concepts":[{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7293174266815186},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.7179840207099915},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5933219194412231},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5752508640289307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5666399002075195},{"id":"https://openalex.org/C2994372470","wikidata":"https://www.wikidata.org/wiki/Q4118072","display_name":"Cancer cell lines","level":4,"score":0.5154165029525757},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4974978268146515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.495077520608902},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4840821325778961},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4831675887107849},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.45248088240623474},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4435371160507202},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4355146288871765},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2786041498184204},{"id":"https://openalex.org/C96232424","wikidata":"https://www.wikidata.org/wiki/Q4118072","display_name":"Cancer cell","level":3,"score":0.23312309384346008},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18353146314620972},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1809225082397461},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08658456802368164},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-99492-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99492-5_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":[{"display_name":"Good health and well-being","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1658064490","https://openalex.org/W1761010383","https://openalex.org/W1817632132","https://openalex.org/W1927205409","https://openalex.org/W1985258161","https://openalex.org/W1992137695","https://openalex.org/W2038082731","https://openalex.org/W2074631079","https://openalex.org/W2086789740","https://openalex.org/W2105005481","https://openalex.org/W2108068107","https://openalex.org/W2120004578","https://openalex.org/W2122327814","https://openalex.org/W2133729862","https://openalex.org/W2134787419","https://openalex.org/W2142742274","https://openalex.org/W2153635508","https://openalex.org/W2156332695","https://openalex.org/W2156498386","https://openalex.org/W2168113705","https://openalex.org/W2168488626","https://openalex.org/W2171504422","https://openalex.org/W2173379916","https://openalex.org/W2340839320","https://openalex.org/W2340922580","https://openalex.org/W2746202087","https://openalex.org/W2746728221","https://openalex.org/W2756202949","https://openalex.org/W2950788368","https://openalex.org/W2962946266"],"related_works":["https://openalex.org/W1968270095","https://openalex.org/W4296478327","https://openalex.org/W1960072520","https://openalex.org/W2042397106","https://openalex.org/W4361730764","https://openalex.org/W1965029248","https://openalex.org/W2220129715","https://openalex.org/W2387596242","https://openalex.org/W2375795576","https://openalex.org/W1983936910"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}