W2103916020

• 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
• 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
• 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

6 results