Bone Metastasis AI

Bao Do, MD

Web implementation of Lee et. al.'s outstanding work "Bone Metastasis Detection on CT with Deep Learning Models Trained Using Multicenter, Multimodal Reference Standards: Development and Evaluation" in Radiology: Artificial Intelligence. Upload a single CT series (DICOM) and AI will detect metastatis.

Note: This implementation uses fold 0 only and does not use test-time augmentation or the original five-fold ensemble, reducing browser memory requirements and inference time. Inference may take 10+ minutes. Results will differ from the original Python pipeline, please see original publication below.

Model publication and files

Detection model Detection threshold (lower more sensitive) 0.50

Ready

Research and education only. This output is not a diagnosis and has not been validated as a browser implementation for clinical use.

Model loading Privacy and security policy: Images are not uploaded and remain only on the user's computer.