[Articles] Multiple instance learning approach for automated gallbladder cancer detection using ultrasound imaging: multi-center validation of a deep learning model with the public dataset contribution

While complex architectures like TransMIL perform well internally, GAIA-MIL offers the optimal balance of performance and generalizability for multi-center deployment. The AURORA-GB benchmark dataset is publicly released to advance research.