ACUTE RESPIRATORY DISTRESS IN ADULTS

• Age- and sex-dependent heterogeneity during LPS-induced murine acute lung injury

  2026 Immunity & Ageing article Medicine Respiratory Support and Mechanisms Open access

  0

  citations
• Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome

  2025 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Medicine COVID-19 diagnosis using AI

  0

  citations
• Mannose-6-phosphate attenuates acute lung injury by competitive release of acid sphingomyelinase from the mannose-6-phosphate receptor in endothelial caveolae

  2025 European Respiratory Journal article Biochemistry, Genetics and Molecular Biology Caveolin-1 and cellular processes

  3

  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
• Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC

  2023 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Computer Science Machine Learning and Data Classification

  1

  citations
• Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS)

  2022 International Convention on Information, Communication and Electronic Technology (MIPRO) conference-paper Medicine Respiratory Support and Mechanisms

  4

  citations
• An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome

  2021 conference-paper Computer Science Machine Learning in Healthcare

  7

  citations
• Stratification for Identification of Prognostic Categories In the Acute RESpiratory Distress Syndrome (SPIRES) Score

  2021 Critical Care Medicine article Medicine Respiratory Support and Mechanisms Open access

  13

  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
• Improving lung aeration in ventilated newborn preterm rabbits with a partially aerated lung

  2020 Journal of Applied Physiology article Medicine Neonatal Respiratory Health Research Open access

  9

  citations
• Management of ARDS: From ventilation strategies to intelligent technical support – Connecting the dots

  2020 Trends in Anaesthesia and Critical Care article Medicine Respiratory Support and Mechanisms Open access

  6

  citations
• „Acute respiratory distress syndrome“

  2020 Der Pneumologe article Medicine Respiratory Support and Mechanisms Open access

  3

  citations

14 results