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

TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction

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

Unsupervised Learning for Image Registration

Non-rigid image registration for accelerated MR imaging

Mamba SSM architecture

Probabilistic deformable medical image registration capable of uncertainty quantification using a hierarchical variational autoencoder (VAE) architecture. Published at MICCAI 2024 conference.

Automated lung segmentation in CT

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

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

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

Pyramid Attention Network for Medical Image Registration (ISBI 2024)

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

Implementation of the Lucas-Kanade pyramidal optical flow algorithm to register 3D medical images; 1st repo in a series of 3 repos associated with the research article "Prediction of the motion of …

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

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

about mono-modal / multi-modal retinal image registration

An object relational mapping for the LIDC dataset using sqlalchemy.

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

DT-CMR 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]

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

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

Unsupervised Learning to Perform Respiratory Motion Correction in PET Imaging

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