This project implements a hybrid deep learning system for detecting and segmenting brain tumors from MRI images using MATLAB. It integrates YOLOv2 for object detection, ResNet50 as a feature extractor ...

The dataset PanNuke-Mini-ImageMask-Dataset-With-Categorize-Masks.zip. used here has been taken from.

Abstract: Foundation models, such as the Segment Anything Model (SAM), have demonstrated impressive generalization across various image segmentation tasks. However, they encounter challenges when ...

Abstract: The success of deep learning in 3D medical image segmentation hinges on training with a large dataset of fully annotated 3D volumes, which are difficult and time-consuming to acquire.

On Wednesday, Meta announced an AI model called the Segment Anything Model (SAM) that can identify individual objects in images and videos, even those not encountered during training, reports Reuters.