[NeurIPS 2025] Deformable 2D/3D registration via polyrigid transforms
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Oct 22, 2025 - Python
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deformable-registration
Here are 15 public repositories matching this topic...
Official code for GPOreg (MICCAI 2025, early accept) — Gaussian Primitive Optimized deformable retinal image registration.
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Sep 3, 2026 - Python
[Medical Image Analysis] Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registration
deep-learning image-registration medical-image-analysis tensorflow-keras progressive-learning deformable-registration discontinuous-registration coarse-to-fine-registration progressive-registration
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Feb 11, 2026 - Python
PyTorch implementation of the descriptor DEAL presented at NeurIPS 2021 "Extracting Deformation-Aware Local Features by Learning to Deform".
pytorch feature-extraction image-retrieval descriptors spatial-transformer-network stn feature-matching deal thin-plate-splines non-rigid-registration neurips thin-plate-spline deformable-object non-rigid-deformation deformable-registration neurips-2021 deformable-tracking
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Jan 12, 2022 - Jupyter Notebook
Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge (IEEE Transactions on Medical Imaging 2021))
deep-neural-networks ai deep-learning medical medical-image-processing distillation deformable-convolutional-networks deformable-registration aioz aioz-ai
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Apr 22, 2026 - Python
PyTorch framework for biomechanically constrained deformable image registration with support for locally rigid structures, sliding interfaces, and learned tissue mechanics. Associated paper: https://arxiv.org/abs/2504.05444
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Sep 8, 2026 - Python
Probabilistic deformable medical image registration capable of uncertainty quantification using a hierarchical variational autoencoder (VAE) architecture. Published at MICCAI 2024 conference.
python research deep-learning pytorch medical-imaging neuroimaging uncertainty-quantification image-registration probabilistic-models miccai variational-autoencoder pytorch-lightning deformable-registration
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Aug 7, 2025 - Jupyter Notebook
Respiratory motion forecasting from thoraco-abdominal cine MRI and external-marker position time series using RNNs trained online and transformers
machine-learning computer-vision transformers recurrent-neural-networks principal-component-analysis online-learning radiotherapy magnetic-resonance-imaging decoupled-neural-interfaces time-series-forecasting video-prediction healthcare-ai deformable-registration real-time-recurrent-learning sparse-n-step-approximation unbiased-online-recurrent-optimization
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Jul 4, 2026 - Jupyter Notebook
🧠 MATLAB toolbox for grayscale image registration using affine control points, optimization, and deformable methods.
computer-vision matlab image-processing medical-imaging image-registration affine-transformation ncc fminsearch deformable-registration imregdemons
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Jun 25, 2025 - MATLAB
MICCAI'2025 | VoxelOpt: training-free deformable abdominal CT registration with voxel-adaptive message passing. Codex and Claude Code friendly PyTorch repo.
pytorch medical-imaging message-passing codex discrete-optimization medical-image-registration cost-volume diffeomorphic-registration deformable-registration ct-registration foundation-models claude-code miccai-2025 agent-friendly voxelopt abdominal-ct learn2reg
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May 11, 2026 - Python
Demo of deformable registration methods utilizing voxelmorph
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Jan 6, 2022 - Jupyter Notebook
Reproducible computational workflows for biomedical imaging, deformable registration, uncertainty quantification, and medical physics research.
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Sep 11, 2026 - Python
Landmark-initialized diffeomorphic pipeline for CT–MRI liver registration (ablation planning) Research — documentation only, code confidential.
python cuda pytorch medical-imaging software tkinter software-engineering software-development segmentation simpleitk image-registration medical-image-analysis liver landmark-registration deformable-registration gpu-accelerated ct-mri mr-segmentator
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Aug 22, 2026
Python implementation of training a model for multimodal deformable image registration
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Aug 26, 2026 - Jupyter Notebook
Intensity-based deformable CT–CT liver registration pipeline (contrast-enhanced to non-contrast). Research — documentation only, code confidential
python cuda pytorch desktop-application medical-imaging software-engineering software-development simpleitk image-registration b-spline medical-image-analysis mattes-mutual-information liver pyqt6 deformable-registration ct-registration gpu-accelerated
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Aug 22, 2026
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