Few-shot medical image segmentation (FSMIS) is a more promising solution for medical image segmentation tasks where high-quality annotations are naturally scarce. However, current mainstream methods ...

Medical images are the standard approach for the analysis and diagnosis of critical issues of diseases. To minimize the time-consuming inspection and evaluation process of the medical images from ...

uv pip with global python within Docker based on Image "pytorch/pytorch:2.6.0-cuda12.4-cudnn9-runtime" When reading a StringDType zarr array I sometimes obtain segmentation fault. This depends on the ...

Then, a VLM for farmland segmentation (FSVLM) was designed by combining a semantic segmentation model with a multimodal large language model (LLM). Comparative experiments demonstrated that the ...