Software Engineering Meets Medical Imaging With XLSTM-UNet Model
xLSTM-UNet outperforms ViM-UNet in 2D & 3D medical image segmentation tasks with extended Long Short-Term Memory module & UNet architecture.
This is a Plain English Papers summary of a research paper called xLSTM-UNet: Advanced AI Model Outperforms ViM-UNet in Medical Image Segmentation. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter. Overview This paper presents a new model called xLSTM-UNet, which combines an extended Long Short-Term Memory (xLSTM) module with a UNet architecture for effective 2D and 3D medical image segmentation. The authors compare xLSTM-UNet to a previous model called Vision-Mamba (ViM-UNet), which uses a Mamba state-space model for se...