Niklas Giesa

According to our database, Niklas Giesa authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Generative clinical time series models trained on moderate amounts of patient data are privacy preserving.

Rustam Zhumagambetov, Niklas Giesa, Sebastian D. Boie, Stefan Haufe

CoRR, February, 2026

GHOSTS: Validated generation of synthetic hospital time series.

Rustam Zhumagambetov, Niklas Giesa, Sebastian D. Boie, Stefan Haufe

Artif. Intell. Medicine, 2026

2025

Beyond the Circuit. Evaluating the Impact of Social Robots in Pediatric Healthcare: Systematic Review.

Christine Knoll, Niklas Giesa, Sarah B. Blakeslee, Valerie Behrwind, Aimee Calepso, Anna Belardinelli, Felix Balzer, Katarina Braune

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2024

A scalable approach for critical care data extraction and analysis in an academic medical center.

Sebastian Daniel Boie, Falk Meyer-Eschenbach, Fabian Schreiber, Niklas Giesa, Jon Barrenetxea, Camille Guinemer, Stefan Haufe, Michael Krämer, Peter Brunecker, Fabian Prasser, Felix Balzer

Int. J. Medical Informatics, 2024

GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV.

Niklas Giesa, Mert Akgül, Sebastian Daniel Boie, Felix Balzer

CoRR, 2024

2022

MIMIC-IV as a Clinical Data Schema.

Niklas Giesa, Patrick Heeren, Sophie Klopfenstein, Anne Rike Flint, Louis Agha-Mir-Salim, Akira Poncette, Felix Balzer, Sebastian Boie

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022