GitHub

Interactive MATLAB GUI for real-time rock segmentation using VGG16-UNet re-trained network with adjustable mask post-processing

This MATLAB application provides an intuitive graphical interface for rock segmentation in geological images using a pre-trained VGG16-UNet deep learning model. The GUI features real-time parameter ...
GitHub

QuLab-VU/Segmentation-Matlab

Code works by calling FileSorterGUI first from the command line to sort the images in the experimental folder generated from the Cellavista After closing the Window, Run SegmenterV2 from the command ...
Nature

Boundary-enhanced local-global collaborative network for medical image segmentation

Medical imaging plays a vital role as an auxiliary tool in clinical diagnosis and treatment, with segmentation serving as a crucial foundational process in medical image analysis. Nonetheless, ...
Nature

CSWin-MDKDNet: cross-shaped window network with multi-dimensional fusion and knowledge distillation for medical image segmentation

In recent years, deep learning has achieved significant advancements in medical image segmentation. Medical image segmentation is fundamental to computer-aided diagnosis, yet challenges persist in ...