[12/01/2025] The code for reproducing our multimodal myocardial pathology segmentation results on the MyoPS++ and MyoPS380 datasets is now available. This release is intended for peer review and ...

Abstract: Open-vocabulary remote sensing (RS) semantic segmentation strives to assign both seen and unseen class labels to individual pixels in RS images. Existing models follow the “fine-tune” ...

Not all white matter hyperintensities (WMH) visible on FLAIR imaging represent pathological MS lesions. Age-related changes and CSF contamination artifacts can mimic MS lesions, leading to ...

Abstract: RGB–Thermal semantic segmentation (SS) aims to combine visual light and thermal images to determine the semantic category for each pixel and create an object mask. While existing methods ...

Summary: A new study has isolated the foundational cognitive engine driving human creativity and technological advancement. The research demonstrates that our “semantic knowledge”, the internal ...