An interoperable clinical decision-support system for early detection of SIRS in pediatric intensive care using openEHR A Wulff, B Haarbrandt, E Tute, M Marschollek, P Beerbaum, T Jack Artificial intelligence in medicine 89, 10-23, 2018 | 78 | 2018 |
Clinical decision-support systems for detection of systemic inflammatory response syndrome, sepsis, and septic shock in critically ill patients: a systematic review JT Wulff A, Montag S, Marschollek M Methods of information in medicine 58, e43-e57, 2019 | 54 | 2019 |
Clinical knowledge governance framework for nationwide data infrastructure projects A Wulff, B Haarbrandt, M Marschollek Health Informatics Meets eHealth, 196-203, 2018 | 25 | 2018 |
Designing an openEHR-based pipeline for extracting and standardizing unstructured clinical data using natural language processing A Wulff, M Mast, M Hassler, S Montag, M Marschollek, T Jack Methods of information in medicine 59 (S 02), e64-e78, 2020 | 24 | 2020 |
Clinical evaluation of an interoperable clinical decision-support system for the detection of systemic inflammatory response syndrome in critically ill children A Wulff, S Montag, N Rübsamen, F Dziuba, M Marschollek, P Beerbaum, ... BMC medical informatics and decision making 21, 1-9, 2021 | 16 | 2021 |
CADDIE2—evaluation of a clinical decision-support system for early detection of systemic inflammatory response syndrome in paediatric intensive care: study protocol for a … A Wulff, S Montag, B Steiner, M Marschollek, P Beerbaum, A Karch, ... BMJ open 9 (6), e028953, 2019 | 13 | 2019 |
A report on archetype modelling in a nationwide data infrastructure project A Wulff, KK Sommer, S Ballout, B Haarbrandt, M Gietzelt, ... ICT for Health Science Research, 146-150, 2019 | 11 | 2019 |
Transformation of microbiology data into a standardised data representation using OpenEHR A Wulff, C Baier, S Ballout, E Tute, KK Sommer, M Kaase, A Sargeant, ... Scientific Reports 11 (1), 10556, 2021 | 8 | 2021 |
Clinical information model based data quality checks: theory and example E Tute, A Wulff, M Marschollek, M Gietzelt ICT for Health Science Research, 80-84, 2019 | 8 | 2019 |
Learning healthcare systems in pediatrics: cross-institutional and data-driven decision-support for intensive care environments (CADDIE) A Wulff, M Marschollek Data, Informatics and Technology: An Inspiration for Improved Healthcare …, 2018 | 8 | 2018 |
Explainability based on feature importance for better comprehension of machine learning in healthcare PP Das, L Wiese, ELISE STUDY GROUP European Conference on Advances in Databases and Information Systems, 324-335, 2023 | 7 | 2023 |
Contributions on clinical decision support from the 2018 literature V Koutkias, J Bouaud, ... Yearbook of medical informatics 28 (01), 135-137, 2019 | 7 | 2019 |
Tracing COVID-19 Infection Chains Within Healthcare Institutions–Another Brick in the Wall Against SARS-CoV-2 A Wulff, P Biermann, T von Landesberger, T Baumgartl, C Schmidt, ... MEDINFO 2021: One World, One Health–Global Partnership for Digital …, 2022 | 6 | 2022 |
Tracing the progression of sepsis in critically ill children: clinical decision support for detection of hematologic dysfunction L Bode, S Schamer, J Böhnke, OJ Bott, M Marschollek, T Jack, A Wulff, ... Applied clinical informatics 13 (05), 1002-1014, 2022 | 5 | 2022 |
Towards an evolutionary open pediatric intensive care dataset in the ELISE project A Wulff, M Mast, L Bode, H Rathert, T Jack, ELISE Study Group Advances in Informatics, Management and Technology in Healthcare, 100-103, 2022 | 5 | 2022 |
FAIRness of openEHR Archetypes and Templates. C Bönisch, A Sargeant, A Wulff, M Parciak, CR Bauer, U Sax SWAT4HCLS, 102-111, 2019 | 5 | 2019 |
Early detection of infection chains & outbreaks: use case infection control SG ECKMANNSe, M KAASE, G KRAUSE, M MARSCHOLLEK, ... ICT for Health Science Research: Proceedings of the EFMI 2019 Special Topic …, 2019 | 5 | 2019 |
A data driven learning approach for the assessment of data quality E Tute, N Ganapathy, A Wulff BMC Medical Informatics and Decision Making 21, 1-11, 2021 | 4 | 2021 |
Targeted data quality analysis for a clinical decision support system for SIRS detection in critically ill pediatric patients E Tute, M Mast, A Wulff Methods of information in medicine 62 (S 01), e1-e9, 2023 | 3 | 2023 |
Data Extraction for Associative Classification using Mined Rules in Pediatric Intensive Care Data PP Das, M Mast, L Wiese, T Jack, A Wulf Gesellschaft für Informatik eV, 2023 | 3 | 2023 |