{"id":"https://openalex.org/W2248907986","doi":"https://doi.org/10.1109/bibmw.2012.6470292","title":"A Drug Administration Decision Support System","display_name":"A Drug Administration Decision Support System","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2248907986","doi":"https://doi.org/10.1109/bibmw.2012.6470292","mag":"2248907986"},"language":"en","primary_location":{"id":"doi:10.1109/bibmw.2012.6470292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2012.6470292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/181597","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109474832","display_name":"Wenqi You","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Wenqi You","raw_affiliation_strings":["Integrated Systems Laboratory, EPFL, Switzerland"],"affiliations":[{"raw_affiliation_string":"Integrated Systems Laboratory, EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091652975","display_name":"Alena Simalatsar","orcid":"https://orcid.org/0000-0001-9047-1305"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Alena Simalatsar","raw_affiliation_strings":["Integrated Systems Laboratory, EPFL, Switzerland"],"affiliations":[{"raw_affiliation_string":"Integrated Systems Laboratory, EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034931288","display_name":"Nicolas Widmer","orcid":"https://orcid.org/0000-0001-7392-2418"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]},{"id":"https://openalex.org/I2802229882","display_name":"University Hospital of Lausanne","ror":"https://ror.org/05a353079","country_code":"CH","type":"funder","lineage":["https://openalex.org/I2802229882"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nicolas Widmer","raw_affiliation_strings":["Centre Hospitalier Universitaire Vaudois, University of Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Centre Hospitalier Universitaire Vaudois, University of Lausanne, Switzerland","institution_ids":["https://openalex.org/I2802229882","https://openalex.org/I97565354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072927296","display_name":"Giovanni De Micheli","orcid":"https://orcid.org/0000-0002-7827-3215"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Giovanni De Micheli","raw_affiliation_strings":["Integrated Systems Laboratory, EPFL, Switzerland"],"affiliations":[{"raw_affiliation_string":"Integrated Systems Laboratory, EPFL, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109474832"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":2.1528,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87113587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13970","display_name":"Pharmacy and Medical Practices","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"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/T13970","display_name":"Pharmacy and Medical Practices","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"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/T11460","display_name":"Analytical Methods in Pharmaceuticals","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7208889722824097},{"id":"https://openalex.org/keywords/ransac","display_name":"RANSAC","score":0.6139928698539734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6052021980285645},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.5960586667060852},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5684838891029358},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5302528738975525},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5024781227111816},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4454164505004883},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43813595175743103},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41357800364494324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3968002200126648},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32492053508758545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1474226713180542}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7208889722824097},{"id":"https://openalex.org/C114744707","wikidata":"https://www.wikidata.org/wiki/Q218533","display_name":"RANSAC","level":3,"score":0.6139928698539734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6052021980285645},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.5960586667060852},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5684838891029358},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5302528738975525},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5024781227111816},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4454164505004883},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43813595175743103},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41357800364494324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3968002200126648},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32492053508758545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1474226713180542},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/bibmw.2012.6470292","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibmw.2012.6470292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.698.6245","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.698.6245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/181597/files/19_Binder1.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:181597","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/181597","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:iris.unil.ch:iris/50673","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/50673","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:serval.unil.ch:BIB_1166702CE584","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_1166702CE584","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2012 Workshop on Pharmaco-Informatics for Drug Discovery in Conjunction with 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2012), pp. 122-129","raw_type":"inproceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:181597","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/181597","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6399999856948853,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320915","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323833","display_name":"Centre Hospitalier Universitaire Vaudois","ror":"https://ror.org/05a353079"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W127096774","https://openalex.org/W159914391","https://openalex.org/W594418089","https://openalex.org/W1490156864","https://openalex.org/W1528177290","https://openalex.org/W1544394089","https://openalex.org/W1548728152","https://openalex.org/W1569447401","https://openalex.org/W1701219554","https://openalex.org/W1836995086","https://openalex.org/W1919955641","https://openalex.org/W2018143521","https://openalex.org/W2035708897","https://openalex.org/W2043382905","https://openalex.org/W2045766845","https://openalex.org/W2070076962","https://openalex.org/W2078738711","https://openalex.org/W2085261163","https://openalex.org/W2109377833","https://openalex.org/W2110889851","https://openalex.org/W2113114008","https://openalex.org/W2119821739","https://openalex.org/W2140111850","https://openalex.org/W2141338710","https://openalex.org/W2158605461","https://openalex.org/W2291445757","https://openalex.org/W2420880088","https://openalex.org/W2473024367","https://openalex.org/W2522004399","https://openalex.org/W2538763123","https://openalex.org/W2798909945","https://openalex.org/W4235782015","https://openalex.org/W4239510810","https://openalex.org/W4301501800","https://openalex.org/W6606487498","https://openalex.org/W6629128083","https://openalex.org/W6637550442","https://openalex.org/W6640105444","https://openalex.org/W6683352581","https://openalex.org/W6717674961","https://openalex.org/W6720800735"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2128124510"],"abstract_inverted_index":{"Drug":[0,83],"delivery":[1],"is":[2,13,99,131,189],"one":[3],"of":[4,42,45,110,118,126,136,141],"the":[5,32,40,51,67,93,111,116,134,142,149,162,174,185],"most":[6],"common":[7],"clinical":[8,53],"routines":[9],"in":[10,26,63,70,115,173,192],"hospitals,":[11],"and":[12,18,35,50,76,128],"critical":[14],"to":[15,65,89,184],"patients'":[16,47],"health":[17],"recovery.":[19],"It":[20],"includes":[21],"a":[22,28,43,71,82,102,119,123,137],"decision":[23],"making":[24],"process":[25,59],"which":[27,122,167],"medical":[29],"doctor":[30],"decides":[31],"amount":[33],"(dose)":[34],"frequency":[36],"(dose":[37],"interval)":[38],"on":[39,101],"basis":[41],"set":[44],"available":[46],"feature":[48],"data":[49,188],"doctor's":[52],"experience":[54],"(a":[55],"priori":[56],"adaptation).":[57],"This":[58,79],"can":[60],"be":[61],"computerized":[62],"order":[64],"make":[66],"prescription":[68],"procedure":[69],"fast,":[72],"objective,":[73],"inexpensive,":[74],"non-invasive":[75],"accurate":[77],"way.":[78],"paper":[80],"proposes":[81],"Administration":[84],"Decision":[85],"Support":[86,103],"System":[87],"(DADSS)":[88],"help":[90],"clinicians/patients":[91],"with":[92,178],"initial":[94],"dose":[95,127,129],"computing.":[96],"The":[97,139],"system":[98],"based":[100],"Vector":[104],"Machine":[105],"(SVM)":[106],"algorithm":[107],"for":[108,155,161],"estimation":[109],"potential":[112],"drug":[113,163],"concentration":[114],"blood":[117],"patient,":[120],"from":[121],"best":[124],"combination":[125],"interval":[130],"selected":[132],"at":[133],"level":[135],"DSS.":[138],"addition":[140],"RANdom":[143],"SAmple":[144],"Consensus":[145],"(RANSAC)":[146],"technique":[147],"enhances":[148],"prediction":[150,175],"accuracy":[151,176],"by":[152],"selecting":[153],"inliers":[154],"SVM":[156],"modeling.":[157],"Experiments":[158],"are":[159],"performed":[160],"imatinib":[164],"case":[165],"study":[166],"shows":[168],"more":[169],"than":[170],"40%":[171],"improvement":[172],"compared":[177],"previous":[179],"works.":[180],"An":[181],"important":[182],"extension":[183],"patient":[186],"features'":[187],"also":[190],"proposed":[191],"this":[193],"paper.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
