Healthcare
CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Image-Report Pairs
Healthcare Synthetic data CXR MultimodalityAt WACV 2024, Junjie Shentu and Noura Al Moubayed propose a model designed specifically for generating chest X-Ray image-report pairs.
Predicting acute clinical deterioration with interpretable machine learning to support emergency care decision making
Healthcare Emergency care Interpretable MLNoura Al Moubayed joins Stelios Boulitsakis Logothetis et al. systematically compare the performance of ML algorithms for predicting patients’ imminent clinical deterioration.
Learning How to MIMIC: Using Model Explanations To Guide Deep Learning Training
Healthcare Explanations TrainingMatthew Watson, Bashar Awwad Shiekh Hasan, and Noura Al Moubayed propose a novel model architecture that utilises model explanations during training.
