{"id":"https://openalex.org/W2747271593","doi":"https://doi.org/10.1186/s12859-017-1782-x","title":"Improving fold resistance prediction of HIV-1 against protease and reverse transcriptase inhibitors using artificial neural networks","display_name":"Improving fold resistance prediction of HIV-1 against protease and reverse transcriptase inhibitors using artificial neural networks","publication_year":2017,"publication_date":"2017-08-15","ids":{"openalex":"https://openalex.org/W2747271593","doi":"https://doi.org/10.1186/s12859-017-1782-x","mag":"2747271593","pmid":"https://pubmed.ncbi.nlm.nih.gov/28810826"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-017-1782-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-017-1782-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1782-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1782-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012149856","display_name":"Olivier Sheik Amamuddy","orcid":"https://orcid.org/0000-0002-1781-1382"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Olivier Sheik Amamuddy","raw_affiliation_strings":["Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa"],"affiliations":[{"raw_affiliation_string":"Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013241356","display_name":"Nigel T. Bishop","orcid":"https://orcid.org/0000-0002-9498-4826"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Nigel T. Bishop","raw_affiliation_strings":["Department of Mathematics (Pure and Applied), Rhodes University, Grahamstown, 6140, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics (Pure and Applied), Rhodes University, Grahamstown, 6140, South Africa","institution_ids":["https://openalex.org/I203238179"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084130869","display_name":"\u00d6zlem Ta\u015ftan Bishop","orcid":"https://orcid.org/0000-0001-6861-7849"},"institutions":[{"id":"https://openalex.org/I203238179","display_name":"Rhodes University","ror":"https://ror.org/016sewp10","country_code":"ZA","type":"education","lineage":["https://openalex.org/I203238179"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"\u00d6zlem Tastan Bishop","raw_affiliation_strings":["Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa. O.TastanBishop@ru.ac.za","Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa"],"affiliations":[{"raw_affiliation_string":"Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa. O.TastanBishop@ru.ac.za","institution_ids":["https://openalex.org/I203238179"]},{"raw_affiliation_string":"Research Unit in Bioinformatics (RUBi), Department of Biochemistry and Microbiology, Rhodes University, Grahamstown, 6140, South Africa","institution_ids":["https://openalex.org/I203238179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012149856"],"corresponding_institution_ids":["https://openalex.org/I203238179"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":2.2673,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.87893351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"369","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10526","display_name":"HIV/AIDS drug development and treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10526","display_name":"HIV/AIDS drug development and treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10112","display_name":"HIV Research and Treatment","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11655","display_name":"HIV-related health complications and treatments","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reverse-transcriptase","display_name":"Reverse transcriptase","score":0.8569873571395874},{"id":"https://openalex.org/keywords/protease","display_name":"Protease","score":0.6722407341003418},{"id":"https://openalex.org/keywords/human-immunodeficiency-virus","display_name":"Human immunodeficiency virus (HIV)","score":0.6100034117698669},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5933067202568054},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46672430634498596},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4611537456512451},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.44543129205703735},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.34717804193496704},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34072229266166687},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.28106629848480225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2615874409675598},{"id":"https://openalex.org/keywords/enzyme","display_name":"Enzyme","score":0.16060590744018555},{"id":"https://openalex.org/keywords/polymerase-chain-reaction","display_name":"Polymerase chain reaction","score":0.13261213898658752},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.12355327606201172},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.11872732639312744}],"concepts":[{"id":"https://openalex.org/C156719811","wikidata":"https://www.wikidata.org/wiki/Q28774","display_name":"Reverse transcriptase","level":4,"score":0.8569873571395874},{"id":"https://openalex.org/C2776714187","wikidata":"https://www.wikidata.org/wiki/Q212410","display_name":"Protease","level":3,"score":0.6722407341003418},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.6100034117698669},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5933067202568054},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46672430634498596},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4611537456512451},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.44543129205703735},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.34717804193496704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34072229266166687},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.28106629848480225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2615874409675598},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.16060590744018555},{"id":"https://openalex.org/C49105822","wikidata":"https://www.wikidata.org/wiki/Q176996","display_name":"Polymerase chain reaction","level":3,"score":0.13261213898658752},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.12355327606201172},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.11872732639312744}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015497","descriptor_name":"HIV-1","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016333","descriptor_name":"HIV Protease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D016333","descriptor_name":"HIV Protease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D016333","descriptor_name":"HIV Protease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D016333","descriptor_name":"HIV Protease","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D016333","descriptor_name":"HIV Protease","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D016333","descriptor_name":"HIV Protease","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017320","descriptor_name":"HIV Protease Inhibitors","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D017320","descriptor_name":"HIV Protease Inhibitors","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D017320","descriptor_name":"HIV Protease Inhibitors","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D017320","descriptor_name":"HIV Protease Inhibitors","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D017320","descriptor_name":"HIV Protease Inhibitors","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D017320","descriptor_name":"HIV Protease Inhibitors","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D018894","descriptor_name":"Reverse Transcriptase Inhibitors","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D018894","descriptor_name":"Reverse Transcriptase Inhibitors","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D018894","descriptor_name":"Reverse Transcriptase Inhibitors","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D018894","descriptor_name":"Reverse Transcriptase Inhibitors","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D018894","descriptor_name":"Reverse Transcriptase Inhibitors","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D018894","descriptor_name":"Reverse Transcriptase Inhibitors","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D024882","descriptor_name":"Drug Resistance, Viral","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D024882","descriptor_name":"Drug Resistance, Viral","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D024882","descriptor_name":"Drug Resistance, Viral","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054303","descriptor_name":"HIV Reverse Transcriptase","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D054303","descriptor_name":"HIV Reverse Transcriptase","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D054303","descriptor_name":"HIV Reverse Transcriptase","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D054303","descriptor_name":"HIV Reverse Transcriptase","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D054303","descriptor_name":"HIV Reverse Transcriptase","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D054303","descriptor_name":"HIV Reverse Transcriptase","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12859-017-1782-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-017-1782-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1782-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:28810826","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28810826","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:5558779","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5558779","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:622a75c54c9445f59d1a234eb2f21013","is_oa":true,"landing_page_url":"https://doaj.org/article/622a75c54c9445f59d1a234eb2f21013","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 18, Iss 1, Pp 1-7 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12859-017-1782-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-017-1782-x","pdf_url":"https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-017-1782-x","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1809968458","display_name":null,"funder_award_id":"93690","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2747271593.pdf","grobid_xml":"https://content.openalex.org/works/W2747271593.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W5383056","https://openalex.org/W164319174","https://openalex.org/W1980843502","https://openalex.org/W1989091541","https://openalex.org/W1996423252","https://openalex.org/W2009467617","https://openalex.org/W2014619388","https://openalex.org/W2015831381","https://openalex.org/W2021217922","https://openalex.org/W2035095808","https://openalex.org/W2040181420","https://openalex.org/W2069388608","https://openalex.org/W2089994035","https://openalex.org/W2101885498","https://openalex.org/W2111988768","https://openalex.org/W2116844530","https://openalex.org/W2124143882","https://openalex.org/W2131153322","https://openalex.org/W2150215096","https://openalex.org/W2154164013","https://openalex.org/W2159628402","https://openalex.org/W2162801582","https://openalex.org/W2163394408","https://openalex.org/W2187165435","https://openalex.org/W2190790144","https://openalex.org/W2305932671","https://openalex.org/W2333628611","https://openalex.org/W2338289743","https://openalex.org/W2344221688","https://openalex.org/W2507538451","https://openalex.org/W2509030308","https://openalex.org/W2568335687","https://openalex.org/W2570233928","https://openalex.org/W2650111117","https://openalex.org/W4236479494","https://openalex.org/W4297914773","https://openalex.org/W6686825414"],"related_works":["https://openalex.org/W2034458000","https://openalex.org/W2115295975","https://openalex.org/W4303983510","https://openalex.org/W2322280852","https://openalex.org/W2001725728","https://openalex.org/W2379938146","https://openalex.org/W314815708","https://openalex.org/W2004698251","https://openalex.org/W2361364942","https://openalex.org/W2607725540"],"abstract_inverted_index":{"Overall,":[0],"higher":[1,46],"accuracies":[2],"and":[3,39],"lower":[4],"variances":[5],"(compared":[6],"to":[7,37],"results":[8],"published":[9],"in":[10,27,48],"2016)":[11],"were":[12],"obtained":[13],"by":[14],"experimenting":[15],"with":[16],"various":[17],"preprocessing":[18],"methods,":[19],"while":[20],"focusing":[21],"on":[22],"the":[23,28,35],"most":[24],"prevalent":[25],"subtype":[26],"raw":[29],"dataset":[30],"(subtype":[31],"B).We":[32],"thus":[33],"highlight":[34],"need":[36],"develop":[38],"make":[40],"available":[41],"subtype-specific":[42],"datasets":[43],"for":[44],"developing":[45],"accuracy":[47],"drug-resistance":[49],"prediction":[50],"methods.":[51]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}