Large-scale Chest Disease Diagnosis Enabled by Multimodal LargeLanguage Models with Self-Supervised Fine-Tuning

AI-Driven Diagnostics Detects Multiple Chest Diseases from Single CT Scan - The Imaging Wire

A new generation of AI solutions are enabling clinicians to detect multiple chest pathologies from a single CT scan. Lung cancer, cardiovascular disease, and chronic obstructive pulmonary disease (COPD) can all be detected in just one imaging session, ushering in a new era of more efficient imaging that benefits both providers and patients.  Advances in CT lung cancer screening have been generating headlines as new research highlights the improv…

Large-scale Chest Disease Diagnosis Enabled by Multimodal LargeLanguage Models with Self-Supervised Fine-Tuning

Chest X-rays (CXR), as the most commonly used imaging modality in clinical practice, are widely applied invarious tasks including disease screening, diagnosis, and postoperative monitoring. However, existing task-specificclassification models suffer from limited applicability, high demands for la...