Self-Supervised Learning

PiMPiC: An Overlap-Aware Contrastive Learning Framework for 3D Patch-Based Medical Image Segmentation featured image

PiMPiC: An Overlap-Aware Contrastive Learning Framework for 3D Patch-Based Medical Image Segmentation

Contrastive learning framework with overlap-aware modules for improved 3D medical image segmentation.

Reza Karimzadeh
Self-Supervised Learning for 3D Patch-Based Medical Image Segmentation featured image

Self-Supervised Learning for 3D Patch-Based Medical Image Segmentation

A self-supervised contrastive learning framework for 3D medical image segmentation using overlap-aware patch sampling. The framework improves representation learning by explicitly …