Development and validation of an interpretable 3 day intensive care unit readmission prediction model using explainable boosting machines

Hegselmann S; Ertmer C; Volkert T; Gottschalk A; Dugas M; Varghese J (2022)
In: Frontiers in medicine, 9
Type of Publication: Research article (journal)

Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse

Hegselmann S; Storck M; Gessner S; Neuhaus P; Varghese J; Bruland P; Meidt A; Mertens C; Riepenhausen S; Baier S; Stöcker B; Henke J; Schmidt CO; Dugas M (2021)
In: BMC Medical Informatics and Decision Making, 21(1)
Type of Publication: Research article (journal)

Compatible Data Models at Design Stage of Medical Information Systems: Leveraging Related Data Elements from the MDM Portal

Dugas M, Hegselmann S, Riepenhausen S, Neuhaus P, Greulich L, Meidt A, Varghese J (2019)
In: Studies in Health Technology and Informatics, 264
Type of Publication: Research article (journal)

A Web Service to Suggest Semantic Codes Based on the MDM-Portal

Hegselmann S, Storck M, Ge{ß}ner S, Neuhaus P, Varghese J, Dugas M (2018)
In: Studies in Health Technology and Informatics, 253
Type of Publication: Research article (journal)

Standardising the Development of ODM Converters: The ODMToolBox

Soto-Rey I, Neuhaus P, Bruland P, Ge{ß}ner S, Varghese J, Hegselmann S, Brix T, Dugas M, Storck M (2018)
In: Studies in Health Technology and Informatics, 247
Type of Publication: Research article (journal)

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Development and validation of an interpretable 3 day intensive care unit readmission prediction model using explainable boosting machines Hegselmann S; Ertmer C; Volkert T; Gottschalk A; Dugas M; Varghese J (2022) In: Frontiers in medicine, 9 Type of Publication: Research article (journal)
An Open-Source, Standard-Compliant, and Mobile Electronic Data Capture System for Medical Research (OpenEDC): Design and Evaluation Study Greulich L; Hegselmann S; Dugas M (2021) In: JMIR medical informatics, 9(11) Type of Publication: Research article (journal)
Pragmatic MDR: a metadata repository with bottom-up standardization of medical metadata through reuse Hegselmann S; Storck M; Gessner S; Neuhaus P; Varghese J; Bruland P; Meidt A; Mertens C; Riepenhausen S; Baier S; Stöcker B; Henke J; Schmidt CO; Dugas M (2021) In: BMC Medical Informatics and Decision Making, 21(1) Type of Publication: Research article (journal)
Portal of Medical Data Models: Stakeholder Feedback and Requirements Meidt A; Riepenhausen S; Neuhaus P; Hegselmann S; Rafee A; Varghese J; Dugas M (2021) In: Studies in Health Technology and Informatics, 281 Type of Publication: Research article (journal)
Compatible Data Models at Design Stage of Medical Information Systems: Leveraging Related Data Elements from the MDM Portal Dugas M, Hegselmann S, Riepenhausen S, Neuhaus P, Greulich L, Meidt A, Varghese J (2019) In: Studies in Health Technology and Informatics, 264 Type of Publication: Research article (journal)
Semantically Annotated Metadata: Interconnecting Samply.MDR and MDM-Portal Vengadeswaran A, Neuhaus P, Hegselmann S, Storf H, Kadioglu D (2019) In: Studies in Health Technology and Informatics, 267 Type of Publication: Research article (journal)
A Web Service to Suggest Semantic Codes Based on the MDM-Portal Hegselmann S, Storck M, Ge{ß}ner S, Neuhaus P, Varghese J, Dugas M (2018) In: Studies in Health Technology and Informatics, 253 Type of Publication: Research article (journal)
CDEGenerator: an online platform to learn from existing data models to build model registries Varghese J, Fujarski M, Hegselmann S, Neuhaus P, Dugas M (2018) In: Clinical Epidemiology, 10 Type of Publication: Research article (journal)
Standardising the Development of ODM Converters: The ODMToolBox Soto-Rey I, Neuhaus P, Bruland P, Ge{ß}ner S, Varghese J, Hegselmann S, Brix T, Dugas M, Storck M (2018) In: Studies in Health Technology and Informatics, 247 Type of Publication: Research article (journal)
Automated Transformation of CDISC ODM to OpenClinica. Gessner S, Storck M, Hegselmann S, Dugas M, Soto-Rey I (2017) In: Studies in Health Technology and Informatics, 243 Type of Publication: Research article (journal)