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2d3dfluidreg

This is the repository for paper "Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images"

aladdin

Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment

attributedsbm

Fits an attributed stochastic block model for networks with multiple continuous attributes

awesome-foundation-models

A curated list of foundation models for vision and language tasks

byconstructionicon

comp777_code

Code for comp777

compositional-generalization

[NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language

d2-sonata

deepatlas

Joint Semi-supervised Learning of Image Registration and Segmentation

dgc

diffusion-3d-discovery

dsrem

Dynamic Spatial Random Effects Model

easyreg

an image registration/augmentation/segmentation package

elastic-barycenter

Computes the elastic barycenter of an array of images

featuremapicon

ghmm_long

ghmm_nd

icon

A library for performing image registration using deep learning, regularized by inverse consistency

isegformer

iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)

liftreg

Official repository for LiftReg: Limited Angle 2D/3D Deformable Registration.

lts

Local Temperature Scaling for Probability Calibration

medicalnet

Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.

mermaid

Image registration using pytorch

mouse_brain_translucence

mris

naisr

NAISR: A 3D Neural Additive Model for Interpretable Shape Representation

neuro_shooting

Shooting approaches for deep neural networks

oai_3d_2d_mapping

project 3D atlas cartilage into 2D

oai_analysis

OAI image analysis pipeline

oai_analysis_2

Image analysis approaches to analyze the OAI magnetic resonance images