{"id":"https://openalex.org/W7143340926","doi":"https://doi.org/10.3389/fbinf.2026.1756459","title":"molIEreVIS: exploring and interpreting the evidence behind drug repurposing predictions","display_name":"molIEreVIS: exploring and interpreting the evidence behind drug repurposing predictions","publication_year":2026,"publication_date":"2026-03-30","ids":{"openalex":"https://openalex.org/W7143340926","doi":"https://doi.org/10.3389/fbinf.2026.1756459","pmid":"https://pubmed.ncbi.nlm.nih.gov/41983039"},"language":"en","primary_location":{"id":"doi:10.3389/fbinf.2026.1756459","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fbinf.2026.1756459","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/bioinformatics/articles/10.3389/fbinf.2026.1756459/pdf","source":{"id":"https://openalex.org/S4210219554","display_name":"Frontiers in Bioinformatics","issn_l":"2673-7647","issn":["2673-7647"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/bioinformatics/articles/10.3389/fbinf.2026.1756459/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130995048","display_name":"Amal Alnouri","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Amal Alnouri","raw_affiliation_strings":["Visual Data Science Lab, Johannes Kepler University"],"affiliations":[{"raw_affiliation_string":"Visual Data Science Lab, Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066639486","display_name":"Andreas Hinterreiter","orcid":"https://orcid.org/0000-0003-4101-5180"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Hinterreiter","raw_affiliation_strings":["Visual Data Science Lab, Johannes Kepler University"],"affiliations":[{"raw_affiliation_string":"Visual Data Science Lab, Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083283968","display_name":"Christian Steinparz","orcid":"https://orcid.org/0000-0002-6801-0438"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christian Steinparz","raw_affiliation_strings":["Visual Data Science Lab, Johannes Kepler University"],"affiliations":[{"raw_affiliation_string":"Visual Data Science Lab, Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076156249","display_name":"Labinot Bajraktari","orcid":"https://orcid.org/0000-0002-2076-5292"},"institutions":[{"id":"https://openalex.org/I1330995197","display_name":"Boehringer Ingelheim (Germany)","ror":"https://ror.org/00q32j219","country_code":"DE","type":"company","lineage":["https://openalex.org/I1330995197"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Labinot Bajraktari","raw_affiliation_strings":["Boehringer Ingelheim RCV GmbH & Co KG"],"affiliations":[{"raw_affiliation_string":"Boehringer Ingelheim RCV GmbH & Co KG","institution_ids":["https://openalex.org/I1330995197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062707797","display_name":"Sebastian Burgstaller-Muehlbacher","orcid":"https://orcid.org/0000-0003-4640-3510"},"institutions":[{"id":"https://openalex.org/I4210153213","display_name":"Boehringer Ingelheim (Australia)","ror":"https://ror.org/05ww0qy02","country_code":"AU","type":"company","lineage":["https://openalex.org/I1330995197","https://openalex.org/I4210153213"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sebastian Burgstaller-Muehlbacher","raw_affiliation_strings":["Boehringer Ingelheim Pharma GmbH & Co KG"],"affiliations":[{"raw_affiliation_string":"Boehringer Ingelheim Pharma GmbH & Co KG","institution_ids":["https://openalex.org/I4210153213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067697042","display_name":"Markus Bauer","orcid":"https://orcid.org/0000-0002-0978-197X"},"institutions":[{"id":"https://openalex.org/I1330995197","display_name":"Boehringer Ingelheim (Germany)","ror":"https://ror.org/00q32j219","country_code":"DE","type":"company","lineage":["https://openalex.org/I1330995197"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Bauer","raw_affiliation_strings":["Boehringer Ingelheim RCV GmbH & Co KG"],"affiliations":[{"raw_affiliation_string":"Boehringer Ingelheim RCV GmbH & Co KG","institution_ids":["https://openalex.org/I1330995197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125757641","display_name":"Gregorio Alanis-Lobato","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153213","display_name":"Boehringer Ingelheim (Australia)","ror":"https://ror.org/05ww0qy02","country_code":"AU","type":"company","lineage":["https://openalex.org/I1330995197","https://openalex.org/I4210153213"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gregorio Alanis-Lobato","raw_affiliation_strings":["Boehringer Ingelheim Pharma GmbH & Co KG"],"affiliations":[{"raw_affiliation_string":"Boehringer Ingelheim Pharma GmbH & Co KG","institution_ids":["https://openalex.org/I4210153213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130922753","display_name":"Marc Streit","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marc Streit","raw_affiliation_strings":["Visual Data Science Lab, Johannes Kepler University"],"affiliations":[{"raw_affiliation_string":"Visual Data Science Lab, Johannes Kepler University","institution_ids":["https://openalex.org/I121883995"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5130995048"],"corresponding_institution_ids":["https://openalex.org/I121883995"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76688091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"1756459","last_page":"1756459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.2922999858856201,"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"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.2922999858856201,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.057100001722574234,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.04820000007748604,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/repurposing","display_name":"Repurposing","score":0.8367999792098999},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6531999707221985},{"id":"https://openalex.org/keywords/drug-repositioning","display_name":"Drug repositioning","score":0.6492999792098999},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6082000136375427},{"id":"https://openalex.org/keywords/subject-matter-expert","display_name":"Subject-matter expert","score":0.499099999666214},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.478300005197525},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.46320000290870667},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.45190000534057617}],"concepts":[{"id":"https://openalex.org/C519536355","wikidata":"https://www.wikidata.org/wiki/Q21021151","display_name":"Repurposing","level":2,"score":0.8367999792098999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049000263214111},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6531999707221985},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.6492999792098999},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6082000136375427},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5630000233650208},{"id":"https://openalex.org/C105002631","wikidata":"https://www.wikidata.org/wiki/Q4833645","display_name":"Subject-matter expert","level":3,"score":0.499099999666214},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.478300005197525},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.46320000290870667},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.45190000534057617},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.39149999618530273},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3756999969482422},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33500000834465027},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3188000023365021},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C107908354","wikidata":"https://www.wikidata.org/wiki/Q4781456","display_name":"Applicability domain","level":3,"score":0.29420000314712524},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2827000021934509},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C114073186","wikidata":"https://www.wikidata.org/wiki/Q2631895","display_name":"Automated planning and scheduling","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2554999887943268},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fbinf.2026.1756459","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fbinf.2026.1756459","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/bioinformatics/articles/10.3389/fbinf.2026.1756459/pdf","source":{"id":"https://openalex.org/S4210219554","display_name":"Frontiers in Bioinformatics","issn_l":"2673-7647","issn":["2673-7647"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:41983039","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41983039","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":"Frontiers in bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:ba27ec530ac54470ad4805abbaea91f1","is_oa":true,"landing_page_url":"https://doaj.org/article/ba27ec530ac54470ad4805abbaea91f1","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Bioinformatics, Vol 6 (2026)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13071390","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13071390/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fbinf.2026.1756459","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fbinf.2026.1756459","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/bioinformatics/articles/10.3389/fbinf.2026.1756459/pdf","source":{"id":"https://openalex.org/S4210219554","display_name":"Frontiers in Bioinformatics","issn_l":"2673-7647","issn":["2673-7647"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4823295474052429,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4364567690","display_name":null,"funder_award_id":"911655","funder_id":"https://openalex.org/F4320323031","funder_display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft"},{"id":"https://openalex.org/G4623047151","display_name":null,"funder_award_id":"FWF DFH 23-N","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G5239532408","display_name":"Human-Centered Artificial Intelligence","funder_award_id":"DFH 23","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G7067881632","display_name":null,"funder_award_id":"DFH 23-N","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"},{"id":"https://openalex.org/F4320323031","display_name":"\u00d6sterreichische Forschungsf\u00f6rderungsgesellschaft","ror":"https://ror.org/028jc0449"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7143340926.pdf","grobid_xml":"https://content.openalex.org/works/W7143340926.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W2006667691","https://openalex.org/W2009313526","https://openalex.org/W2062941476","https://openalex.org/W2115556748","https://openalex.org/W2468565665","https://openalex.org/W2553042643","https://openalex.org/W2619948933","https://openalex.org/W2753199411","https://openalex.org/W2896002881","https://openalex.org/W2909510460","https://openalex.org/W2924366642","https://openalex.org/W3016633510","https://openalex.org/W3044334750","https://openalex.org/W3114294941","https://openalex.org/W3190782215","https://openalex.org/W4206078729","https://openalex.org/W4212919921","https://openalex.org/W4214621353","https://openalex.org/W4220714784","https://openalex.org/W4304757966","https://openalex.org/W4318983406","https://openalex.org/W4321483180","https://openalex.org/W4362673398","https://openalex.org/W4387809812","https://openalex.org/W4389549989","https://openalex.org/W4390889244","https://openalex.org/W4391361386","https://openalex.org/W4394674033","https://openalex.org/W4394771100","https://openalex.org/W4400723895","https://openalex.org/W4400797057","https://openalex.org/W4401976697","https://openalex.org/W4402039953","https://openalex.org/W4402491218","https://openalex.org/W4402827768","https://openalex.org/W4403689588","https://openalex.org/W4404865672","https://openalex.org/W4405855525","https://openalex.org/W4406119742","https://openalex.org/W4407825640","https://openalex.org/W4408579100","https://openalex.org/W4410958361","https://openalex.org/W4411527125","https://openalex.org/W4412430489","https://openalex.org/W4413246105","https://openalex.org/W4413803534","https://openalex.org/W4414634870","https://openalex.org/W4416960681"],"related_works":[],"abstract_inverted_index":{"The":[0],"results":[1],"demonstrate":[2],"the":[3],"potential":[4],"of":[5],"our":[6],"approach":[7],"to":[8],"support":[9],"insights":[10],"and":[11,16,21],"reasoning":[12],"in":[13],"this":[14],"process":[15],"reveal":[17],"directions":[18],"for":[19],"enhancements":[20],"future":[22],"work.":[23]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2026-03-31T00:00:00"}