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.

Research article (journal)

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.

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.

Review article (journal)

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).

Research article (journal)

Publications

Operated by

Top-Links

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). Research article (journal)
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. Research article (journal)
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 (eds.), Healthcare Transformation with Informatics and Artificial Intelligence. Washington: . Research article in edited proceedings (conference)
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. Research article (journal)
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. 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. 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). Research article (journal)
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). Research article (journal)