{"id":"https://openalex.org/W4417292255","doi":"https://doi.org/10.48550/arxiv.2512.09644","title":"Kaapana: A Comprehensive Open-Source Platform for Integrating AI in Medical Imaging Research Environments","display_name":"Kaapana: A Comprehensive Open-Source Platform for Integrating AI in Medical Imaging Research Environments","publication_year":2025,"publication_date":"2025-12-10","ids":{"openalex":"https://openalex.org/W4417292255","doi":"https://doi.org/10.48550/arxiv.2512.09644"},"language":null,"primary_location":{"id":"pmh:oai:arXiv.org:2512.09644","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.09644","pdf_url":"https://arxiv.org/pdf/2512.09644","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2512.09644","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098672733","display_name":"\u00dcnal Ak\u00fcnal","orcid":"https://orcid.org/0009-0006-1399-8676","observed_orcids":["https://orcid.org/0009-0006-1399-8676"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ak\u00fcnal, \u00dcnal","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055468817","display_name":"Markus Bujotzek","orcid":"https://orcid.org/0009-0006-4550-428X","observed_orcids":["https://orcid.org/0009-0006-4550-428X"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bujotzek, Markus","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","Medical Faculty , University of Heidelberg , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]},{"raw_affiliation_string":"Medical Faculty , University of Heidelberg , Heidelberg , Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081029146","display_name":"Stefan Denner","orcid":"https://orcid.org/0009-0008-2302-743X","observed_orcids":["https://orcid.org/0009-0008-2302-743X"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Denner, Stefan","raw_affiliation_strings":["Computer Science Faculty , University of Heidelberg , Heidelberg , Germany","Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Faculty , University of Heidelberg , Heidelberg , Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104269737","display_name":"Benjamin Hamm","orcid":"https://orcid.org/0009-0003-4818-8700","observed_orcids":["https://orcid.org/0009-0003-4818-8700"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hamm, Benjamin","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","Medical Faculty , University of Heidelberg , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]},{"raw_affiliation_string":"Medical Faculty , University of Heidelberg , Heidelberg , Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033003900","display_name":"Klaus Kades","orcid":"https://orcid.org/0000-0002-9387-9944","observed_orcids":["https://orcid.org/0000-0002-9387-9944"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kades, Klaus","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066725732","display_name":"Philipp Schader","orcid":"https://orcid.org/0000-0002-6075-0757","observed_orcids":["https://orcid.org/0000-0002-6075-0757"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Schader, Philipp","raw_affiliation_strings":["Computer Science Faculty , University of Heidelberg , Heidelberg , Germany","Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Faculty , University of Heidelberg , Heidelberg , Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054955457","display_name":"Jonas Scherer","orcid":"https://orcid.org/0000-0001-8608-6252","observed_orcids":["https://orcid.org/0000-0001-8608-6252"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Scherer, Jonas","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001989103","display_name":"Marco Nolden","orcid":"https://orcid.org/0000-0001-9629-0564","observed_orcids":["https://orcid.org/0000-0001-9629-0564"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nolden, Marco","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","Pattern Analysis and Learning Group , Department of Radiation Oncology , Heidelberg University Hospital , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]},{"raw_affiliation_string":"Pattern Analysis and Learning Group , Department of Radiation Oncology , Heidelberg University Hospital , Heidelberg , Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086949103","display_name":"Peter Neher","orcid":"https://orcid.org/0000-0002-5285-7554","observed_orcids":["https://orcid.org/0000-0002-5285-7554"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neher, Peter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056850855","display_name":"Ralf Omar Floca","orcid":"https://orcid.org/0000-0003-3218-3377","observed_orcids":["https://orcid.org/0000-0003-3218-3377"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I4210100820","display_name":"Heidelberger Institut f\u00fcr Radioonkologie","ror":"https://ror.org/015wgw417","country_code":"DE","type":"other","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210100820"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Floca, Ralf","raw_affiliation_strings":["Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","Heidelberg Institute of Radiation Oncology (HIRO) , National Center for Radiation Research in Oncology (NCRO) , Heidelberg , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Medical Image Computing , German Cancer Research Center , Heidelberg , Germany","institution_ids":["https://openalex.org/I17937529"]},{"raw_affiliation_string":"Heidelberg Institute of Radiation Oncology (HIRO) , National Center for Radiation Research in Oncology (NCRO) , Heidelberg , Germany","institution_ids":["https://openalex.org/I4210100820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027292126","display_name":"Klaus Hermann Maier-Hein","orcid":"https://orcid.org/0000-0002-6626-2463","observed_orcids":["https://orcid.org/0000-0002-6626-2463"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maier-Hein, Klaus","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.8788999915122986,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.8788999915122986,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.06469999998807907,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.014600000344216824,"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/open-source-software","display_name":"open source software","score":0.9010000228881836},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.45500001311302185},{"id":"https://openalex.org/keywords/workflow-orchestration","display_name":"workflow orchestration","score":0.8550000190734863},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.953000009059906},{"id":"https://openalex.org/keywords/data-curation","display_name":"data curation","score":0.6380000114440918},{"id":"https://openalex.org/keywords/data-ingestion","display_name":"data ingestion","score":0.5559999942779541},{"id":"https://openalex.org/keywords/research-collaboration","display_name":"research collaboration","score":0.5019999742507935},{"id":"https://openalex.org/keywords/clinical-research-infrastructure","display_name":"clinical research infrastructure","score":0.39399999380111694}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8445000052452087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6704000234603882},{"id":"https://openalex.org/C51929080","wikidata":"https://www.wikidata.org/wiki/Q2425187","display_name":"Codebase","level":3,"score":0.6341999769210815},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5142999887466431},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5105000138282776},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.482699990272522},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4747999906539917},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4708999991416931},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.36800000071525574},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3677000105381012},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.36250001192092896},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3549000024795532},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.33889999985694885},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.3330000042915344},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.32019999623298645},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.31220000982284546},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.301800012588501},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27649998664855957},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2512.09644","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.09644","pdf_url":"https://arxiv.org/pdf/2512.09644","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"doi:10.48550/arxiv.2512.09644","doi":"https://doi.org/10.48550/arxiv.2512.09644","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2512.09644","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2512.09644","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2512.09644","pdf_url":"https://arxiv.org/pdf/2512.09644","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1194109460","display_name":"Building Data Rich Clinical Trials","funder_award_id":"965397","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2519141337","display_name":"HiGHmed - Medizininformatik-Konsortium - Beitrag Universit\u00e4tsklinikum Heidelberg","funder_award_id":"01ZZ1802A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3175752774","display_name":"Charakterisierung der Heterogenit\u00e4t des hepatozellul\u00e4ren Karzinoms mittels Radiomics  Eine systematische Testung im transgenen Mausmodell","funder_award_id":"410981386","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G464341541","display_name":null,"funder_award_id":"410981386","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5791815451","display_name":null,"funder_award_id":"01KX2021","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8206445323","display_name":null,"funder_award_id":"01KX2021","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8618819359","display_name":"Nationales Forschungsnetzwerk der Universit\u00e4tsmedizin zu Covid-19","funder_award_id":"01KX2021","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320310693","display_name":"Deutsches Krebsforschungszentrum","ror":"https://ror.org/04cdgtt98"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320327569","display_name":"Deutschen Konsortium f\u00fcr Translationale Krebsforschung","ror":"https://ror.org/02pqn3g31"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417292255.pdf","grobid_xml":"https://content.openalex.org/works/W4417292255.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Developing":[0],"generalizable":[1],"AI":[2],"for":[3,71,85,158],"medical":[4,86],"imaging":[5,23,87,172],"requires":[6],"both":[7],"access":[8],"to":[9,50,60,63,92,128,134,194],"large,":[10],"multi-center":[11],"datasets":[12],"and":[13,39,68,75,116,147,166,182],"standardized,":[14],"reproducible":[15],"tooling":[16],"within":[17],"research":[18,27,88,196],"environments.":[19],"However,":[20],"leveraging":[21],"real-world":[22],"data":[24,76,110,140],"in":[25,43,144],"clinical":[26],"environments":[28],"is":[29,90,201],"still":[30,142],"hampered":[31],"by":[32],"strict":[33],"regulatory":[34],"constraints,":[35],"fragmented":[36],"software":[37],"infrastructure,":[38],"the":[40,126,129,176,180],"challenges":[41],"inherent":[42],"conducting":[44,168],"large-cohort":[45],"multicentre":[46],"studies.":[47,173],"This":[48],"leads":[49],"projects":[51],"that":[52,57,89,108],"rely":[53],"on":[54],"ad-hoc":[55],"toolchains":[56],"are":[58],"hard":[59],"reproduce,":[61],"difficult":[62],"scale":[64],"beyond":[65],"single":[66],"institutions":[67,133],"poorly":[69],"suited":[70],"collaboration":[72],"between":[73],"clinicians":[74],"scientists.":[77],"We":[78,174],"present":[79],"Kaapana,":[80],"a":[81,104,120],"comprehensive":[82],"open-source":[83,199],"platform":[84,181],"designed":[91],"bridge":[93],"this":[94],"gap.":[95],"Rather":[96],"than":[97],"building":[98],"single-use,":[99],"site-specific":[100],"tooling,":[101],"Kaapana":[102,160],"provides":[103],"modular,":[105],"extensible":[106],"framework":[107],"unifies":[109],"ingestion,":[111],"cohort":[112],"curation,":[113],"processing":[114],"workflows":[115],"result":[117],"inspection":[118],"under":[119],"common":[121],"user":[122],"interface.":[123],"By":[124,150],"bringing":[125],"algorithm":[127],"data,":[130],"it":[131],"enables":[132,167],"keep":[135],"control":[136],"over":[137],"their":[138],"sensitive":[139],"while":[141],"participating":[143],"distributed":[145],"experimentation":[146],"model":[148],"development.":[149],"integrating":[151],"flexible":[152],"workflow":[153],"orchestration":[154],"with":[155],"user-facing":[156],"applications":[157],"researchers,":[159],"reduces":[161],"technical":[162],"overhead,":[163],"improves":[164],"reproducibility":[165],"large-scale,":[169],"collaborative,":[170],"multi-centre":[171],"describe":[175],"core":[177],"concepts":[178],"of":[179],"illustrate":[183],"how":[184],"they":[185],"can":[186],"support":[187],"diverse":[188],"use":[189],"cases,":[190],"from":[191],"local":[192],"prototyping":[193],"nation-wide":[195],"networks.":[197],"The":[198],"codebase":[200],"available":[202],"at":[203],"https://github.com/kaapana/kaapana":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2025-12-12T00:00:00"}