Niklas Giesa

4PUBLICATIONS
10CO-AUTHORS
Stochastic analysis and modellingDeep learningEpidemiological modellingHaematology
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Publications (4)

|Oct 05, 2026
Benchmarking imputation methods on real-world clinical time series with simulated spatio-temporal missingness.

|Nov 28, 2024
Applying a transformer architecture to intraoperative temporal dynamics improves the prediction of postoperative delirium.

Niklas Giesa, Maria Sekutowicz, Kerstin Rubarth

|Aug 14, 2024
Predicting postoperative delirium assessed by the Nursing Screening Delirium Scale in the recovery room for non-cardiac surgeries without craniotomy: A retrospective study using a machine learning approach.

Niklas Giesa, Stefan Haufe, Mario Menk

|Oct 13, 2022
A Recurrent Neural Network Model for Predicting Activated Partial Thromboplastin Time After Treatment With Heparin: Retrospective Study.

Sebastian Daniel Boie, Lilian Jo Engelhardt, Nicolas Coenen

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Frequent Collaborators

4 joint publications

Sebastian Daniel Boie

2 joint publications

Felix Balzer

1 joint publications

Lilian Jo Engelhardt

1 joint publications

Nicolas Coenen