PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM

Debayan Bhattacharya, Konrad Reuter, Finn Behrendt +3

Commonly employed in polyp segmentation, single image UNet architectures lack the temporal insight clinicians gain from video data in diagnosing polyps. To mirror clinical practice…