Chinthakuntla Meghan Sai

Chaos-Enhanced Prototypical Networks for Few-Shot Medical Image Classification

Few-shot learning with Prototypical Networks (ProtoNets) overcomes the challenge of data scarcity in neuroradiology, but conventional ProtoNets are vulnerable to prototype drift and geometric instability attributed to high intra-class variance and magnetic resonance imaging (MRI)...