{"id":"https://openalex.org/W4294578551","doi":"https://doi.org/10.3233/shti220907","title":"It\u2019s All in the Mix: A New Interprofessional, Blended-Learning Masters\u2019 Program for Biomedical Data Science Addressing Physicians and Students from Life Sciences \u2013 Didactic Concept and First Experiences","display_name":"It\u2019s All in the Mix: A New Interprofessional, Blended-Learning Masters\u2019 Program for Biomedical Data Science Addressing Physicians and Students from Life Sciences \u2013 Didactic Concept and First Experiences","publication_year":2022,"publication_date":"2022-08-31","ids":{"openalex":"https://openalex.org/W4294578551","doi":"https://doi.org/10.3233/shti220907","pmid":"https://pubmed.ncbi.nlm.nih.gov/36073456"},"language":"en","primary_location":{"id":"doi:10.3233/shti220907","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220907","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220907","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://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220907","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024392920","display_name":"Michael Marschollek","orcid":"https://orcid.org/0000-0002-5921-3073"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]},{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Marschollek","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5921-3073","affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795","https://openalex.org/I94509681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077820383","display_name":"Melina Celik","orcid":null},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melina Celik","raw_affiliation_strings":["Institute of Virology, Hannover Medical School, Hannover, Germany","RESIST Cluster of Excellence, Hannover Medical School, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Virology, Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]},{"raw_affiliation_string":"RESIST Cluster of Excellence, Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057195705","display_name":"Marianne Behrends","orcid":"https://orcid.org/0009-0001-4811-0503"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]},{"id":"https://openalex.org/I94509681","display_name":"Technische Universit\u00e4t Braunschweig","ror":"https://ror.org/010nsgg66","country_code":"DE","type":"education","lineage":["https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marianne Behrends","raw_affiliation_strings":["Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795","https://openalex.org/I94509681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029932270","display_name":"Thomas F. Schulz","orcid":"https://orcid.org/0000-0001-8792-5345"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Friedrich Schulz","raw_affiliation_strings":["Institute of Virology, Hannover Medical School, Hannover, Germany","RESIST Cluster of Excellence, Hannover Medical School, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Virology, Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]},{"raw_affiliation_string":"RESIST Cluster of Excellence, Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024392920"],"corresponding_institution_ids":["https://openalex.org/I34809795","https://openalex.org/I94509681"],"apc_list":null,"apc_paid":null,"fwci":1.2944,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79952131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"298","issue":null,"first_page":"56","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13280","display_name":"Biomedical and Engineering Education","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9883000254631042,"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":0.9677000045776367,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/teamwork","display_name":"Teamwork","score":0.6735553741455078},{"id":"https://openalex.org/keywords/bachelor","display_name":"Bachelor","score":0.6666972637176514},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6307373046875},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.5446500182151794},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4959903657436371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4821464717388153},{"id":"https://openalex.org/keywords/health-science","display_name":"Health science","score":0.475369393825531},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45990774035453796},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3237234950065613},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27045708894729614},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.09440606832504272}],"concepts":[{"id":"https://openalex.org/C111226992","wikidata":"https://www.wikidata.org/wiki/Q626225","display_name":"Teamwork","level":2,"score":0.6735553741455078},{"id":"https://openalex.org/C2777626052","wikidata":"https://www.wikidata.org/wiki/Q516445","display_name":"Bachelor","level":2,"score":0.6666972637176514},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6307373046875},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.5446500182151794},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4959903657436371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4821464717388153},{"id":"https://openalex.org/C3018419874","wikidata":"https://www.wikidata.org/wiki/Q843601","display_name":"Health science","level":2,"score":0.475369393825531},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45990774035453796},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3237234950065613},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27045708894729614},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.09440606832504272},{"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":[{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001690","descriptor_name":"Biological Science Disciplines","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010820","descriptor_name":"Physicians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010820","descriptor_name":"Physicians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010820","descriptor_name":"Physicians","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013334","descriptor_name":"Students","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti220907","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220907","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220907","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:36073456","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36073456","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/shti220907","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220907","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220907","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":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320323326","display_name":"Medizinischen Hochschule Hannover","ror":"https://ror.org/00f2yqf98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294578551.pdf","grobid_xml":"https://content.openalex.org/works/W4294578551.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1505620647","https://openalex.org/W2980087432","https://openalex.org/W3110758270","https://openalex.org/W3132835518","https://openalex.org/W4210789309"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3212072025","https://openalex.org/W3092130936","https://openalex.org/W2083339013","https://openalex.org/W4221041883","https://openalex.org/W3164275335","https://openalex.org/W4287523238","https://openalex.org/W1971028291","https://openalex.org/W2950182276"],"abstract_inverted_index":{"Progress":[0],"in":[1,11,18,37,44,53,87,141,234,238],"methods":[2],"for":[3,35,67,146,228],"biomedical":[4,38,55,68,235],"research,":[5,239],"such":[6,14],"as":[7,15],"multi-omics":[8],"analyses":[9],"and":[10,47,61,81,90,111,115,119,157,160,167,176,183,217,232,242],"data-driven":[12],"healthcare,":[13],"new":[16,64],"procedures":[17],"diagnostic":[19],"imaging":[20],"lead,":[21],"along":[22,149],"with":[23,74,83,150,153,164,206],"the":[24,48,54,57,99,103,109,117,128,133,137,144],"rising":[25],"availability":[26],"of":[27,50,102,121,139,158,178,201],"additional":[28],"data":[29,39,69,236],"sources,":[30],"to":[31,97,172,184,222,225],"a":[32,63,84,207],"growing":[33],"demand":[34],"experts":[36,216],"analysis.":[40],"Addressing":[41],"this":[42,122],"need":[43],"academic":[45],"education":[46],"challenge":[49],"interdisciplinary":[51],"teamwork":[52],"domain,":[56],"authors":[58],"have":[59],"designed":[60],"implemented":[62],"Master's":[65],"program":[66,129],"science":[70],"that":[71,127,198],"accepts":[72],"students":[73,82,110,224],"different":[75],"educational":[76],"backgrounds,":[77],"medical":[78],"doctors,":[79],"veterinarians":[80],"Bachelor's":[85],"degree":[86],"life":[88],"sciences,":[89],"incorporates":[91],"blended":[92],"learning.":[93],"This":[94],"paper":[95],"aims":[96],"present":[98],"didactic":[100],"concept":[101],"program,":[104],"report":[105],"on":[106,210],"feedback":[107],"from":[108],"first":[112],"evaluation":[113,190],"results,":[114],"discuss":[116],"benefits":[118,138],"drawbacks":[120],"approach.":[123],"Our":[124],"results":[125,191],"show":[126],"is":[130],"well-accepted":[131],"by":[132,215],"students,":[134],"who":[135],"stress":[136],"working":[140],"interprofessional":[142],"teams,":[143],"option":[145],"part-time":[147],"study":[148],"their":[151,165,229],"jobs":[152],"flexible":[154],"learning":[155],"opportunities,":[156],"good":[159],"intensive":[161],"interaction":[162],"offers":[163],"peers":[166],"teachers.":[168],"Readjustments":[169],"are":[170,192,196],"necessary":[171],"improve":[173],"tutoring":[174],"support":[175],"alignment":[177],"content":[179],"among":[180],"distinct":[181],"modules":[182],"decrease":[185],"workload":[186],"peaks.":[187],"While":[188],"our":[189,199],"still":[193],"preliminary,":[194],"we":[195],"convinced":[197],"approach":[200],"mostly":[202],"online":[203],"offers,":[204],"yet":[205],"strong":[208],"focus":[209],"teamwork,":[211],"practical":[212],"exercises":[213],"guided":[214],"communication":[218],"skills,":[219],"may":[220],"serve":[221],"educate":[223],"be":[226],"well-prepared":[227],"future":[230],"tasks":[231],"operations":[233],"science,":[237],"clinical":[240],"care":[241],"industry.":[243]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}