Missed or delayed diagnosis of ARDS: a common and serious problem

• Predicting a Sudden Decrease in Oxygenation in Mechanically Ventilated Intensive Care Patients as a Surrogate Marker for Acute Respiratory Distress Syndrome

  2025 SSRN Electronic Journal preprint Medicine Respiratory Support and Mechanisms Open access

  0

  citations
• Comparison of a rule-based algorithm and manual annotation for retrospective determination of ARDS onset in time-series data

  2024 Research Square preprint Medicine Respiratory Support and Mechanisms Open access

  0

  citations
• Retrospective Classification of ARDS in ICU Time-series data using Random Forest with a focus on Data Pre-processing

  2024 IFAC-PapersOnLine article Computer Science Machine Learning in Healthcare Open access

  1

  citations
• Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

  2023 Diagnostics article Medicine Respiratory Support and Mechanisms Open access

  7

  citations
• Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets

  2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access

  12

  citations
• Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets

  2022 medRxiv preprint Computer Science Machine Learning in Healthcare Open access

  5

  citations
• Algorithmic distinction of ARDS and Heart Failure in ICU data from medical embedded systems by using a computer model

  2021 IFAC-PapersOnLine article Medicine Respiratory Support and Mechanisms Open access

  0

  citations

7 results