Sebastian Fritsch
Forschungszentrum Jülich(DE)
Publications by Year
Research Areas
Respiratory Support and Mechanisms, Machine Learning in Healthcare, Sepsis Diagnosis and Treatment, Intensive Care Unit Cognitive Disorders, Artificial Intelligence in Healthcare and Education
Most-Cited Works
- → Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients(2022)206 cited
- → Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey(2021)123 cited
- → Functional assessment of the diaphragm by speckle tracking ultrasound during inspiratory loading(2017)78 cited
- → Future Mobile Device Usage, Requirements, and Expectations of Physicians in German University Hospitals: Web-Based Survey(2020)30 cited
- → Speckle tracking ultrasonography as a new tool to assess diaphragmatic function: a feasibility study(2021)17 cited
- → Algorithmic surveillance of I CU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy(2021)15 cited
- → Effects of structured protocolized physical therapy on the duration of mechanical ventilation in patients with prolonged weaning(2023)12 cited
- → A training strategy for hybrid models to break the curse of dimensionality(2022)12 cited
- → Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets(2022)10 cited
- → Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets(2023)10 cited