{"id":"https://openalex.org/W3036486921","doi":"https://doi.org/10.3233/shti200147","title":"Document Oriented Graphical Analysis and Prediction","display_name":"Document Oriented Graphical Analysis and Prediction","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036486921","doi":"https://doi.org/10.3233/shti200147","mag":"3036486921","pmid":"https://pubmed.ncbi.nlm.nih.gov/32570371"},"language":"en","primary_location":{"id":"doi:10.3233/shti200147","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200147","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti200147","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078319091","display_name":"Shorabuddin Syed","orcid":"https://orcid.org/0000-0002-4761-5972"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Shorabuddin","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056325946","display_name":"Mahanazuddin Syed","orcid":"https://orcid.org/0000-0002-8978-1565"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Mahanazuddin","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Syeda Hafsa Bareen","orcid":null},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syeda Hafsa Bareen","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063662396","display_name":"Fred Prior","orcid":"https://orcid.org/0000-0002-6314-5683"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prior Fred","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046980164","display_name":"Meredith Zozus","orcid":"https://orcid.org/0000-0002-9332-1684"},"institutions":[{"id":"https://openalex.org/I165951966","display_name":"The University of Texas at San Antonio Health Science Center","ror":"https://ror.org/02f6dcw23","country_code":"US","type":"education","lineage":["https://openalex.org/I165951966","https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zozus Meredith","raw_affiliation_strings":["Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I165951966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048382125","display_name":"Melody Penning","orcid":null},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Penning Melody L.","raw_affiliation_strings":["Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009365745","display_name":"Mohammed S. Orloff","orcid":"https://orcid.org/0000-0002-5920-0627"},"institutions":[{"id":"https://openalex.org/I4210129634","display_name":"Winthrop Rockefeller Foundation","ror":"https://ror.org/02pqmy074","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210129634"]},{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Orloff Mohammed","raw_affiliation_strings":["Department of Epidemiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA","Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I4210129634","https://openalex.org/I79620101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3947,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60060449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"270","issue":null,"first_page":"183","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9797999858856201,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9797999858856201,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.978600025177002,"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":0.9591000080108643,"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/computer-science","display_name":"Computer science","score":0.7901641726493835},{"id":"https://openalex.org/keywords/nosql","display_name":"NoSQL","score":0.761744499206543},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7505995035171509},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.6064704656600952},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.5347850322723389},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5238504409790039},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5141366124153137},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.4589861333370209},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4435088634490967},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4023315906524658},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32754310965538025},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2745282053947449},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.27038484811782837},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.185452401638031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7901641726493835},{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.761744499206543},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7505995035171509},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.6064704656600952},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.5347850322723389},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5238504409790039},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5141366124153137},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.4589861333370209},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4435088634490967},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4023315906524658},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32754310965538025},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2745282053947449},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.27038484811782837},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.185452401638031},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti200147","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200147","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:32570371","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32570371","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti200147","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200147","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2535413785","https://openalex.org/W4385834214","https://openalex.org/W2621972978","https://openalex.org/W3129344858","https://openalex.org/W3001928035","https://openalex.org/W2791661407","https://openalex.org/W4301431331","https://openalex.org/W2588045195","https://openalex.org/W2957025774","https://openalex.org/W4320802139"],"abstract_inverted_index":{"In":[0,13],"general,":[1],"small-mid":[2],"size":[3],"research":[4],"laboratories":[5],"struggle":[6],"with":[7,77],"managing":[8],"clinical":[9,98,120,129],"and":[10,18,43,58,64,74,106],"secondary":[11],"datasets.":[12],"addition,":[14],"faster":[15],"dissemination,":[16],"correlation":[17],"prediction":[19],"of":[20,51,112,128],"information":[21],"from":[22,90,100],"available":[23],"datasets":[24],"is":[25],"always":[26],"a":[27,36,46],"bottleneck.":[28],"To":[29],"address":[30],"these":[31],"challenges,":[32],"we":[33],"have":[34],"developed":[35],"novel":[37],"approach,":[38],"Document":[39],"Oriented":[40],"Graphical":[41],"Analysis":[42],"Prediction":[44],"(DO-GAP),":[45],"hybrid":[47],"tool,":[48],"merging":[49],"strengths":[50],"Not":[52],"only":[53],"SQL":[54],"(NoSQL)":[55],"document":[56,70],"oriented":[57],"graph":[59,78],"databases.":[60],"DO-GAP":[61,113],"provides":[62],"flexible":[63],"simple":[65,108],"data":[66,72,89,99],"integration":[67],"mechanism":[68],"using":[69],"database,":[71],"visualization":[73],"knowledge":[75],"discovery":[76],"database.":[79],"We":[80],"demonstrate":[81],"how":[82],"the":[83],"proposed":[84],"tool":[85],"(DO-GAP)":[86],"can":[87,114],"integrate":[88],"heterogeneous":[91],"sources":[92],"such":[93,122],"as":[94,123],"Genomic":[95],"lab":[96],"findings,":[97],"Electronic":[101],"Health":[102],"Record":[103],"(EHR)":[104],"systems":[105],"provide":[107],"querying":[109],"mechanism.":[110],"Application":[111],"be":[115],"extended":[116],"to":[117,133],"other":[118],"diverse":[119],"studies":[121],"supporting":[124],"or":[125],"identifying":[126],"weakness":[127],"diagnosis":[130],"in":[131],"comparison":[132],"molecular":[134],"genetic":[135],"analysis.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}