An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis

Das, Pronaya Prosun; Wiese, Lena; Mast, Marcel; Böhnke, Julia; Wulff, Antje; Marschollek, Michael; Bode, Louisa; Rathert, Henning; Jack, Thomas; Schamer, Sven; Beerbaum, Philipp; Rübsamen, Nicole; Karch, André; Groszweski-Anders, Christian; Haller, Andreas; Frank, Thorsten (2024)
In: International Journal of Data Science and Analytics, 20
Art der Publikation: Forschungsartikel (Zeitschrift)

Developing a data driven approach for early detection of SIRS in pediatric intensive care using automatically labeled training data

Mast M, Marschollek M, Jack T, Wulff A, ELISE Study Group (2022)
In: Studies in Health Technology and Informatics, 289
Art der Publikation: Forschungsartikel (Zeitschrift)

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
Art der Publikation: Übersichtsartikel (Zeitschrift)

Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction.

Bode, Louisa; Schamer, Sven; Böhnke, Julia; Bott, Oliver Johannes; Marschollek, Michael; Jack, Thomas; Wulff, Antje; ELISE Study Group (2022)
In: Applied Clinical Informatics, 13(5)
Art der Publikation: Forschungsartikel (Zeitschrift)

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Effect of SARS-CoV-2 Incidence and Immunisation Rates on Sporadic Creutzfeldt-Jakob Disease Incidence. Hermann P; Böhnke J; Bunck T; Goebel S; Jaeger VK; Karch A; Zerr I (2024) In: Neuroepidemiology, 58(1) Art der Publikation: Forschungsartikel (Zeitschrift)
An attention-based bidirectional LSTM-CNN architecture for the early prediction of sepsis Das, Pronaya Prosun; Wiese, Lena; Mast, Marcel; Böhnke, Julia; Wulff, Antje; Marschollek, Michael; Bode, Louisa; Rathert, Henning; Jack, Thomas; Schamer, Sven; Beerbaum, Philipp; Rübsamen, Nicole; Karch, André; Groszweski-Anders, Christian; Haller, Andreas; Frank, Thorsten (2024) In: International Journal of Data Science and Analytics, 20 Art der Publikation: Forschungsartikel (Zeitschrift)
Achieving Interoperable Datasets in Pediatrics: A Data Integration Approach. Bode, L; Mast, M; Rathert, H; ELISE Study Group; Jack, T; Wulff, A (2023) In: Mantas, J; Gallos, P; Zoulias, E; Hasman, A; Househ, M; Charalampidou, M; Magdalinou, A (Hrsg.), Healthcare Transformation with Informatics and Artificial Intelligence. Washington: . Art der Publikation: Forschungsartikel in Sammelband (Konferenz)
Developing a data driven approach for early detection of SIRS in pediatric intensive care using automatically labeled training data Mast M, Marschollek M, Jack T, Wulff A, ELISE Study Group (2022) In: Studies in Health Technology and Informatics, 289 Art der Publikation: Forschungsartikel (Zeitschrift)
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 Art der Publikation: Forschungsartikel (Zeitschrift)
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 Art der Publikation: Übersichtsartikel (Zeitschrift)
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) Art der Publikation: Forschungsartikel (Zeitschrift)
Tracing the Progression of Sepsis in Critically Ill Children: Clinical Decision Support for Detection of Hematologic Dysfunction. Bode, Louisa; Schamer, Sven; Böhnke, Julia; Bott, Oliver Johannes; Marschollek, Michael; Jack, Thomas; Wulff, Antje; ELISE Study Group (2022) In: Applied Clinical Informatics, 13(5) Art der Publikation: Forschungsartikel (Zeitschrift)