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

TPAMI：Frequency-aware Feature Fusion for Dense Image Prediction

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

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

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 …

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

about mono-modal / multi-modal retinal image registration

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

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

DT-CMR Registration

Non-rigid image registration for accelerated MR imaging

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

Pyramid Attention Network for Medical Image Registration (ISBI 2024)

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

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

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

Mamba SSM architecture

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

Automated lung segmentation in CT

An object relational mapping for the LIDC dataset using sqlalchemy.

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

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

Unsupervised Learning to Perform Respiratory Motion Correction in PET Imaging

Unsupervised Learning for Image Registration

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