July 24, 2020 article Open access Supervised machine learning for the early prediction of acute respiratory distress syndrome (ARDS) Journal of Critical Care DOI: 10.1016/j.jcrc.2020.07.019 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 9 stored of 101 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Predicting Outcome and Duration of Mechanical Ventilation in Acute Hypoxemic Respiratory Failure: The PREMIER Study 2025 Journal of Clinical Medicine article Medicine Respiratory Support and Mechanisms Open access 1 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 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 Predicting the Length of Mechanical Ventilation in Acute Respiratory Disease Syndrome Using Machine Learning: The PIONEER Study 2024 Journal of Clinical Medicine article Medicine Respiratory Support and Mechanisms Open access 8 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 4 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 9 results References 0