Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification
In chest X-ray (CXR) image analysis, rule-based systems are usually employed to extract
labels from reports, but concerns exist about label quality. These datasets typically offer only …
labels from reports, but concerns exist about label quality. These datasets typically offer only …
More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis
With the advance of deep learning, much progress has been made in building powerful
artificial intelligence (AI) systems for automatic Chest X-ray (CXR) analysis. Most existing AI …
artificial intelligence (AI) systems for automatic Chest X-ray (CXR) analysis. Most existing AI …