Artificial intelligence-based pathological model for pan-cancer lymph node metastasis detection: a multicentre diagnostic study with retrospective and prospective validation - PubMed
5 days ago
- #Lymph Node Metastasis
- #Cancer Diagnosis
- #Artificial Intelligence
- Development of PanCAM, an AI-based diagnostic model for detecting lymph node metastasis across various cancer types.
- Multicentre study involving 17 hospitals in China, with retrospective and prospective validation phases.
- High diagnostic sensitivity of PanCAM, ranging from 0.93 to 1.00 across different validation sets.
- PanCAM identified additional lymph node metastasis cases missed by pathologists, improving diagnostic accuracy.
- Potential to enhance patient outcomes by supporting treatment decision-making and improving staging accuracy.