{"id":"https://openalex.org/W4299501740","doi":"https://doi.org/10.1007/978-3-031-14054-9_25","title":"Deep Learning Algorithm for Predicting Drug Synergy Against Cancer: Data, Drug Feature Extraction, Prediction and View (DDPV) Taxonomy","display_name":"Deep Learning Algorithm for Predicting Drug Synergy Against Cancer: Data, Drug Feature Extraction, Prediction and View (DDPV) Taxonomy","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4299501740","doi":"https://doi.org/10.1007/978-3-031-14054-9_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-14054-9_25","doi":"https://doi.org/10.1007/978-3-031-14054-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14054-9_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4299558455","display_name":"Proceedings of the ICR\u201922 International Conference on Innovations in Computing Research"},"type":"conference-paper","is_traditional":true,"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/A5059948841","display_name":"Usha Kiran Gautam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Usha Kiran Gautam","raw_affiliation_strings":["Study Group Australia, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Study Group Australia, Sydney, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065801825","display_name":"Tarik Ahmed Rashid","orcid":"https://orcid.org/0000-0002-8661-258X","observed_orcids":["https://orcid.org/0000-0002-8661-258X"]},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Tarik A. Rashid","raw_affiliation_strings":["University of Kurdistan Hewler, KRG, Erbil, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kurdistan Hewler, KRG, Erbil, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109588597","display_name":"Qurat Ul Ain Nizamani","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qurat Ul Ain Nizamani","raw_affiliation_strings":["Kent Institute Australia, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kent Institute Australia, Sydney, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087685758","display_name":"Rashidul Mubasher","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rashidul Mubasher","raw_affiliation_strings":["Kent Institute Australia, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kent Institute Australia, Sydney, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076425573","display_name":"Nectarios Costadopoulos","orcid":"https://orcid.org/0000-0003-3876-9774","observed_orcids":["https://orcid.org/0000-0003-3876-9774"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nectarios Costadopoulos","raw_affiliation_strings":["Kent Institute Australia, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kent Institute Australia, Sydney, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080479094","display_name":"Razwan Mohmed Salah","orcid":"https://orcid.org/0000-0001-6526-5534","observed_orcids":["https://orcid.org/0000-0001-6526-5534"]},"institutions":[{"id":"https://openalex.org/I6033180","display_name":"University of Duhok","ror":"https://ror.org/02g07ds81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I6033180"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Razwan Mohmed Salah","raw_affiliation_strings":["The University of Duhok, Duhok, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Duhok, Duhok, Iraq","institution_ids":["https://openalex.org/I6033180"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110287206","display_name":"Ahmad Alrubaie","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ahmad Alrubaie","raw_affiliation_strings":["University of New South Wales, Kensington, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New South Wales, Kensington, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109588597"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2947,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51755725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":9.999999747378752e-05,"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/drug-synergy-prediction","display_name":"drug synergy prediction","score":0.9340000152587891},{"id":"https://openalex.org/keywords/anticancer-drug-combination","display_name":"anticancer drug combination","score":0.796999990940094},{"id":"https://openalex.org/keywords/deep-learning-prediction","display_name":"deep learning prediction","score":0.574999988079071},{"id":"https://openalex.org/keywords/cancer-therapy","display_name":"cancer therapy","score":0.5630000233650208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619535684585571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6039491295814514},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5963954925537109},{"id":"https://openalex.org/C3018146709","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Anticancer drug","level":3,"score":0.5719669461250305},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.5538045763969421},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5055606365203857},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4654211699962616},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.45078837871551514},{"id":"https://openalex.org/C3020340455","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Cancer drugs","level":3,"score":0.4136781692504883},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.11493858695030212},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10973232984542847},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-14054-9_25","doi":"https://doi.org/10.1007/978-3-031-14054-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-14054-9_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6240000128746033,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2103562758","https://openalex.org/W2117692612","https://openalex.org/W2167212630","https://openalex.org/W2755012395","https://openalex.org/W2775061087","https://openalex.org/W2785947426","https://openalex.org/W2895084243","https://openalex.org/W2955502047","https://openalex.org/W2981546506"],"related_works":["https://openalex.org/W3175449989","https://openalex.org/W2775061087","https://openalex.org/W4417360812","https://openalex.org/W4287867067","https://openalex.org/W4365816072","https://openalex.org/W4395689586","https://openalex.org/W4311505031","https://openalex.org/W4312114349","https://openalex.org/W4387425111","https://openalex.org/W3213223345"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2022-10-02T00:00:00"}
