Algorithmic fairness in healthcare data with weighted loss and adversarial learning

Das PP, Mast M, Wiese L, Jack T, Wulff A, ELISE Study Group (2024)
In: Arai K (eds.), Intelligent Systems and Applications. Proceedings of the 2023 Intelligent Systems Conference (IntelliSys) Volume 3. Cham: .
Type of Publication: Research article in edited proceedings (conference)

Explainability based on feature importance for better comprehension of machine learning in healthcare

Das PP, Wiese L, ELISE Study Group (2023)
In: Abelló A, Vassiliadis P, Romero O, Wrembel R, Bugiotti F, Gamper J, Vargas Solar G, Zumpano E (eds.), New Trends in Database and Information Systems. Cham: .
Type of Publication: Research article in edited proceedings (conference)

Tracing the progression of sepsis in critically ill children: clinical decision support for detection of hematologic dysfunction

Bode, L; Schamer, S; Böhnke, J; ELISE Study Group; Bott, OJ; Jack, T; Wulff, A (2022)
In: Applied Clinical Informatics, 13(05)
Type of Publication: Research article (journal)

Prediction models for SIRS, sepsis and associated organ dysfunctions in paediatric intensive care: study protocol for a diagnostic test accuracy study

Böhnke J*, Rübsamen N*, Mast M, Rathert H, ELISE Study Group, Karch A, Jack T, Wulff A (2022)
In: BMJ Paediatrics Open, 6(1)
Type of Publication: Research article (journal)

Publications

Contact

Top-Links

Diagnostic test accuracy in longitudinal study settings: Theoretical approaches with use cases from clinical practice. Böhnke J; Zapf A; Kramer K; Weber P; ELISE Study Group; Karch A; Rübsamen N (2024) In: Journal of Clinical Epidemiology, 169 Type of Publication: Research article (journal)
Algorithmic fairness in healthcare data with weighted loss and adversarial learning Das PP, Mast M, Wiese L, Jack T, Wulff A, ELISE Study Group (2024) In: Arai K (eds.), Intelligent Systems and Applications. Proceedings of the 2023 Intelligent Systems Conference (IntelliSys) Volume 3. Cham: . Type of Publication: Research article in edited proceedings (conference)
Data extraction for associative classification using mined rules in pediatric intensive care data Das, P. P.; Mast, M.; Wiese, L.; Jack, T.; Wulf, A.; ELISE Study Group (2023) In: Gesellschaft für Informatik e.V. (eds.), BTW 2023 - Complete proceedings. Bonn: . Type of Publication: Research article in edited proceedings (conference)
Explainability based on feature importance for better comprehension of machine learning in healthcare Das PP, Wiese L, ELISE Study Group (2023) In: Abelló A, Vassiliadis P, Romero O, Wrembel R, Bugiotti F, Gamper J, Vargas Solar G, Zumpano E (eds.), New Trends in Database and Information Systems. Cham: . Type of Publication: Research article in edited proceedings (conference)
Towards an evolutionary open pediatric intensive care dataset in the ELISE project Wulff, Antje; Mast, Marcel; Bode, Louisa ; Rathert, Henning; Jack, Thomas ; ELISE Study Group (2022) In: Studies in Health Technology and Informatics, 295 Type of Publication: Research article (journal)
Tracing the progression of sepsis in critically ill children: clinical decision support for detection of hematologic dysfunction Bode, L; Schamer, S; Böhnke, J; ELISE Study Group; Bott, OJ; Jack, T; Wulff, A (2022) In: Applied Clinical Informatics, 13(05) Type of Publication: Research article (journal)
Systematic review identifies deficiencies in reporting of diagnostic test accuracy among clinical decision support systems. Böhnke J, Varghese J, ELISE Study Group, Karch A, Rübsamen N (2022) In: Journal of Clinical Epidemiology, 151 Type of Publication: Review article (journal)
Prediction models for SIRS, sepsis and associated organ dysfunctions in paediatric intensive care: study protocol for a diagnostic test accuracy study Böhnke J, Rübsamen N, Mast M, Rathert H, ELISE Study Group, Karch A, Jack T, Wulff A (2022) In: BMJ Paediatrics Open, 6(1) Type of Publication: Research article (journal)