Dr. rer. biol. hum. Jonathan Mang

List of publications:

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Lehrstuhl für Medizinische Informatik

Publications

(9)

Machine learning model to classify chronic leg wounds and identify pyoderma gangrenosum (2025) Busch DA, Richter ML, Hüsers J, Przysucha M, Kücking F, Mang JM, Moelleken M, et al. Journal article PED-DATA: A Privacy-Preserving Framework for Data-Driven, Pediatric Multi-Center Studies (2025) Yilmaz G, Mang JM, Metzler M, Prokosch HU, Rauh M, Zierk J Book chapter / Article in edited volumes Is Research Data Trustworthy? A Quality Comparison Between FHIR, Trinetx and Clinical Data Sources (2025) Koçman S, Köster H, Gulden C, Kapsner L, Engel I, Prokosch HU, Mang JM Book chapter / Article in edited volumes Assuring End-to-End Data Quality for Analytics on FHIR (2025) Ziegler J, Fischer C, Volkmer PC, Erpenbeck MP, Mang JM, Ganslandt T, Prokosch HU, Gulden C Book chapter / Article in edited volumes Using Machine Learning and Feature Importance to Identify Risk Factors for Mortality in Pediatric Heart Surgery (2024) Kapsner L, Feißt M, Purbojo A, Prokosch HU, Ganslandt T, Dittrich S, Mang JM, Wällisch W Journal article Reproducibility in 2023 - An End-to-End Template for Analysis and Manuscript Writing (2023) Mang J, Prokosch HU, Kapsner L Journal article Analysis of the Representation of Frequent Clinical Attributes in the Unified Medical Language System (2022) Güngör B, Deppenwiese N, Mang JM, Toddenroth D Book chapter / Article in edited volumes The COVID-19 Data Exchange Platform of the German University Medicine (2022) Prokosch HU, Bahls T, Bialke M, Eils J, Fegeler C, Gründner J, Haarbrandt B, et al. Book chapter / Article in edited volumes Evaluation of a Patient-Facing Digital Prototype for Perioperative Risk Assessment. (2019) Mang J, Schild S, Prokosch HU, Jeleazcov C, Heinrich A, Toddenroth D Journal article