This is official code implementation of the <Adapt before Continual Learning>

Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning (MICCAI 2024)

[MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification

Continual Learning for Medical Image Segmentation

Evaluate three types of task shifting with popular continual learning algorithms.

Continual Learning papers list, curated by ContinualAI

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis

A comprehensive review of techniques to address the missing-modality problem for medical images

Code for the paper "SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation "

A Pytorch implement of medical image segmentation U-shape architecture benchmarks

This is a PyTorch implementation of BrainMVP for mpMRI brain image analysis.

Adaptive Latent Diffusion Model for 3D Medical Image

A deformable-Unet architecture for retinal vessel segmentation

BME-X: A foundation model for enhancing magnetic resonance images and downstream segmentation, registration and diagnostic tasks

Official code of "Towards General Text-guided Universal Image Synthesis Framework for Customized Multimodal Brain MRI"

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations

🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)

LHU-Net: A Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric Medical Image Segmentation

[nature biomedical engineering 2025] Official code for paper: A generalist foundation model and database for open-world medical image segmentation (MedSegX)

This repository is a collection for some current real-time semantic segmentation networks.