Mamba SSM architecture

Unsupervised Learning for Image Registration

Code for the paper "Improved Techniques for Training GANs"

Automated lung segmentation in CT

SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

Nonrigid image registration using multi-scale 3D convolutional neural networks

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

An object relational mapping for the LIDC dataset using sqlalchemy.

MambaMorph: a Mamba-based Framework for Medical MR-CT Deformable Registration

VMambaMorph: a Multi-Modality Deformable Image Registration Framework based on Visual State Space Model with Cross-Scan Module

General deep learning-based fast image registration framework for clinical thoracic 4D CT data

[Medical Image Analysis] Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registration

An unsupervised deep learning-based approach for 4D-CT lung Deformable Image Registration

Official Implemention for "CDNeXt: Remote Sensing Image Change Detection Based on Temporospatial Interactive Attention Module"

Sequence-to-sequence image and contour prediction library for longitudinal datasets [PMB'23]

ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration (MIA2026)

Official implementation for "Resolving Variable Respiratory Motion From Unsorted 4D Computed Tomography", MICCAI 2024

Non-rigid image registration for accelerated MR imaging

code for "Medical Image Registration Based on Uncoupled Learning and Accumulative Enhancement".

Pyramid Attention Network for Medical Image Registration (ISBI 2024)

A dataset of patient-derived anatomical environments with clinical tasks for medical robots.

about mono-modal / multi-modal retinal image registration