Z7zuqer/awesome-medical-image-segmentation

Awesome Medical Image Segmentation

Awesome Medical Image Segmentation

Datasets

• BraTs 2018
• BraTs 2020

Papers

Imperfect Dataset

• Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation
  • github
• Adaptive augmentation of medical data using independently conditional variational auto-encoders
  • github
• Embracing imperfect datasets: a review of deep learning solutions for medical image segmentation
• CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation
  • github

Weakly Supervised

• Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation
  • github

Missing Modality

• ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities
  • github