{"id":"https://openalex.org/W4406472087","doi":"https://doi.org/10.1186/s12911-024-02821-8","title":"Empowering personalized oncology: evolution of digital support and visualization tools for molecular tumor boards","display_name":"Empowering personalized oncology: evolution of digital support and visualization tools for molecular tumor boards","publication_year":2025,"publication_date":"2025-01-16","ids":{"openalex":"https://openalex.org/W4406472087","doi":"https://doi.org/10.1186/s12911-024-02821-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/39819625"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02821-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02821-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02821-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02821-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068346657","display_name":"Cosima Strantz","orcid":"https://orcid.org/0009-0007-3980-8233"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Cosima Strantz","raw_affiliation_strings":["Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany. cosima.strantz@fau.de","Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany. cosima.strantz@fau.de","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042999327","display_name":"Dieter B\u00f6hm","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik B\u00f6hm","raw_affiliation_strings":["Bavarian Cancer Research Center (BZKF), Erlangen, Germany","Medical Center for Information and Communication Technology, Universit\u00e4tsklinikum Erlangen, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Bavarian Cancer Research Center (BZKF), Erlangen, Germany","institution_ids":[]},{"raw_affiliation_string":"Medical Center for Information and Communication Technology, Universit\u00e4tsklinikum Erlangen, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053","https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072067248","display_name":"Thomas Ganslandt","orcid":"https://orcid.org/0000-0001-6864-8936"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Ganslandt","raw_affiliation_strings":["Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110972068","display_name":"Melanie B\u00f6rries","orcid":null},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melanie B\u00f6rries","raw_affiliation_strings":["German Cancer Consortium (DKTK), Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Freiburg, Germany","Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"German Cancer Consortium (DKTK), Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086119203","display_name":"Patrick Metzger","orcid":"https://orcid.org/0000-0002-2451-1943"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Metzger","raw_affiliation_strings":["Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050559560","display_name":"Thomas Pauli","orcid":"https://orcid.org/0000-0002-8381-6624"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Pauli","raw_affiliation_strings":["Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043250363","display_name":"Andreas Blaumeiser","orcid":null},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Blaumeiser","raw_affiliation_strings":["German Cancer Consortium (DKTK), Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Freiburg, Germany","Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany"],"affiliations":[{"raw_affiliation_string":"German Cancer Consortium (DKTK), Partner site Freiburg, a partnership between DKFZ and Medical Center-University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]},{"raw_affiliation_string":"Institute of Medical Bioinformatics and Systems Medicine, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032305524","display_name":"Alexander Scheiter","orcid":"https://orcid.org/0000-0001-6734-261X"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Scheiter","raw_affiliation_strings":["Bavarian Center for Cancer Research / BZKF, Regensburg, Germany","Institute of Pathology, University of Regensburg, Regensburg, Germany"],"affiliations":[{"raw_affiliation_string":"Bavarian Center for Cancer Research / BZKF, Regensburg, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute of Pathology, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108290628","display_name":"Il Nam Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ian-Christopher Jung","raw_affiliation_strings":["Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany","institution_ids":["https://openalex.org/I4210162051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080416734","display_name":"Jan Christoph","orcid":"https://orcid.org/0000-0003-4369-3591"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Christoph","raw_affiliation_strings":["Junior Research Group (Bio-)medical Data Science, Faculty of Medicine, Martin-Luther-University Halle-Wittenberg, Halle, Germany","Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Junior Research Group (Bio-)medical Data Science, Faculty of Medicine, Martin-Luther-University Halle-Wittenberg, Halle, Germany","institution_ids":["https://openalex.org/I68956291"]},{"raw_affiliation_string":"Medical Informatics, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073246406","display_name":"Iryna Manuilova","orcid":"https://orcid.org/0009-0005-8821-1471"},"institutions":[{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Iryna Manuilova","raw_affiliation_strings":["Junior Research Group (Bio-)medical Data Science, Faculty of Medicine, Martin-Luther-University Halle-Wittenberg, Halle, Germany"],"affiliations":[{"raw_affiliation_string":"Junior Research Group (Bio-)medical Data Science, Faculty of Medicine, Martin-Luther-University Halle-Wittenberg, Halle, Germany","institution_ids":["https://openalex.org/I68956291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030831306","display_name":"Konstantin Strauch","orcid":"https://orcid.org/0000-0002-1814-5860"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]},{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Konstantin Strauch","raw_affiliation_strings":["Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062","https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039591070","display_name":"Arsenij Ustjanzew","orcid":"https://orcid.org/0000-0002-1014-4521"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]},{"id":"https://openalex.org/I4210094062","display_name":"University Medical Center of the Johannes Gutenberg University Mainz","ror":"https://ror.org/00q1fsf04","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210094062"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arsenij Ustjanzew","raw_affiliation_strings":["Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg-University Mainz, Johannes Gutenberg-University Mainz, Mainz, Germany","institution_ids":["https://openalex.org/I4210094062","https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077283446","display_name":"Niklas Reimer","orcid":"https://orcid.org/0000-0002-0491-3929"},"institutions":[{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas Reimer","raw_affiliation_strings":["Group for Medical Systems Biology, L\u00fcbeck Institute of Experimental Dermatology, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany","Medical Data Integration Center, University Hospital Schleswig-Holstein, L\u00fcbeck, Germany","University Cancer Center Schleswig-Holstein, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Group for Medical Systems Biology, L\u00fcbeck Institute of Experimental Dermatology, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"Medical Data Integration Center, University Hospital Schleswig-Holstein, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]},{"raw_affiliation_string":"University Cancer Center Schleswig-Holstein, L\u00fcbeck, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086749090","display_name":"Hauke Busch","orcid":"https://orcid.org/0000-0003-4763-4521"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hauke Busch","raw_affiliation_strings":["Group for Medical Systems Biology, L\u00fcbeck Institute of Experimental Dermatology, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany","University Cancer Center Schleswig-Holstein, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Group for Medical Systems Biology, L\u00fcbeck Institute of Experimental Dermatology, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"University Cancer Center Schleswig-Holstein, L\u00fcbeck, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025720706","display_name":"Philipp Unberath","orcid":"https://orcid.org/0000-0002-1269-9360"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]},{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Unberath","raw_affiliation_strings":["Medical Center for Information and Communication Technology, Universit\u00e4tsklinikum Erlangen, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","SRH University of Applied Sciences, F\u00fcrth, Germany"],"affiliations":[{"raw_affiliation_string":"Medical Center for Information and Communication Technology, Universit\u00e4tsklinikum Erlangen, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053","https://openalex.org/I181369854"]},{"raw_affiliation_string":"SRH University of Applied Sciences, F\u00fcrth, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5068346657"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":4.2125,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93088871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"29","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9889000058174133,"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":0.9889000058174133,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/health-informatics","display_name":"Health informatics","score":0.6990551948547363},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.5681790113449097},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5613982081413269},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4697936773300171},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40211328864097595},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3567884564399719},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3422805964946747},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.24877187609672546},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.14899465441703796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.13425707817077637},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.12074583768844604},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10186251997947693}],"concepts":[{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.6990551948547363},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5681790113449097},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5613982081413269},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4697936773300171},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40211328864097595},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3567884564399719},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3422805964946747},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.24877187609672546},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14899465441703796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.13425707817077637},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.12074583768844604},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10186251997947693}],"mesh":[{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005858","descriptor_name":"Germany","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1186/s12911-024-02821-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02821-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02821-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:39819625","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39819625","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 medical informatics and decision making","raw_type":null},{"id":"pmh:oai:open.fau.de:openfau/35792","is_oa":true,"landing_page_url":"https://open.fau.de/handle/openfau/35792","pdf_url":"https://open.fau.de/bitstreams/e25248b2-d6ea-41a4-b0a7-dd8795e94aff/download","source":{"id":"https://openalex.org/S7407055110","display_name":"OPUS FAU - Online publication system of Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11736948","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11736948","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11736948/pdf/12911_2024_Article_2821.pdf","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:bea11da2d9ef42e5b9e1268c53762118","is_oa":true,"landing_page_url":"https://doaj.org/article/bea11da2d9ef42e5b9e1268c53762118","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":"BMC Medical Informatics and Decision Making, Vol 25, Iss 1, Pp 1-19 (2025)","raw_type":"article"},{"id":"pmh:oai:freidok.uni-freiburg.de:262774","is_oa":false,"landing_page_url":"https://freidok.uni-freiburg.de/data/262774","pdf_url":null,"source":{"id":"https://openalex.org/S4306401057","display_name":"FreiDok plus (Universit\u00e4tsbibliothek Freiburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I161046081","host_organization_name":"University of Freiburg","host_organization_lineage":["https://openalex.org/I161046081"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC medical informatics and decision making. - 25, 1 (2025) , 29, ISSN: 1472-6947","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02821-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02821-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02821-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"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 Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320873","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406472087.pdf","grobid_xml":"https://content.openalex.org/works/W4406472087.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1750045855","https://openalex.org/W2042248581","https://openalex.org/W2098044946","https://openalex.org/W2127477636","https://openalex.org/W2138664283","https://openalex.org/W2149441684","https://openalex.org/W2149992227","https://openalex.org/W2161336196","https://openalex.org/W2308510141","https://openalex.org/W2342249984","https://openalex.org/W2583911935","https://openalex.org/W2614443510","https://openalex.org/W2789662105","https://openalex.org/W2799930623","https://openalex.org/W2809266094","https://openalex.org/W2887809138","https://openalex.org/W2889287186","https://openalex.org/W2895859316","https://openalex.org/W2908212411","https://openalex.org/W2934493193","https://openalex.org/W2960854464","https://openalex.org/W3004612364","https://openalex.org/W3005435850","https://openalex.org/W3011571788","https://openalex.org/W3033196316","https://openalex.org/W3086199683","https://openalex.org/W3089562193","https://openalex.org/W3091046250","https://openalex.org/W3097377793","https://openalex.org/W3119563564","https://openalex.org/W3135065167","https://openalex.org/W3162118925","https://openalex.org/W3162196226","https://openalex.org/W3164144477","https://openalex.org/W3187814586","https://openalex.org/W3202875110","https://openalex.org/W3204573501","https://openalex.org/W3214716029","https://openalex.org/W4200326745","https://openalex.org/W4214573195","https://openalex.org/W4220652910","https://openalex.org/W4220886073","https://openalex.org/W4226484830","https://openalex.org/W4292133664","https://openalex.org/W4293093181","https://openalex.org/W4293321055","https://openalex.org/W4306366859","https://openalex.org/W4310102557","https://openalex.org/W4312198682","https://openalex.org/W4366551404","https://openalex.org/W4367176658","https://openalex.org/W4379519973","https://openalex.org/W4379521442","https://openalex.org/W4382982837","https://openalex.org/W4383197127","https://openalex.org/W4389556336","https://openalex.org/W4389922080","https://openalex.org/W4389959486","https://openalex.org/W4396869939"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2081517010","https://openalex.org/W2121496884","https://openalex.org/W2387910809"],"abstract_inverted_index":{"Our":[0],"study":[1],"contributes":[2],"to":[3,19,25,46],"the":[4,8,20,34,64],"field":[5],"by":[6],"highlighting":[7],"importance":[9],"of":[10,23,63,66],"developing":[11],"user-centric,":[12],"customizable":[13],"software":[14],"solutions":[15],"that":[16],"can":[17],"adapt":[18],"fast-paced":[21],"environment":[22],"MTBs":[24],"advance":[26],"personalized":[27,40],"oncology.":[28],"In":[29],"doing":[30],"so,":[31],"it":[32],"lays":[33],"foundation":[35],"for":[36],"further":[37],"advances":[38],"in":[39,42,80],"medicine":[41],"oncology":[43],"and":[44],"points":[45],"a":[47,74],"shift":[48,76],"towards":[49,77],"more":[50],"efficient,":[51],"technology-driven":[52],"clinical":[53],"decision-making":[54],"processes.":[55],"This":[56],"research":[57],"not":[58],"only":[59],"enriches":[60],"our":[61],"understanding":[62],"integration":[65],"digital":[67],"tools":[68],"into":[69],"MTBs,":[70],"but":[71],"also":[72],"signals":[73],"broader":[75],"technological":[78],"innovation":[79],"healthcare.":[81]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}