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multimodallearning

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pytorch-mask-rcnn

pdd_net

Probabilistic Dense Displacement Network (3D discrete deep learning registration)

convexAdam

graphregnet

Jupyter Notebook

Lung250M-4B

Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration

miccai19_self_supervision

Example Code for Self-Supervised Feature Learning in Medical Volume Scans

Jupyter Notebook

flownet3d.pytorch

PyTorch Implementation of FlowNet3D (https://arxiv.org/pdf/1806.01411.pdf)

Jupyter Notebook

reg-cyclical-self-train

Unsupervised 3D registration through cyclical self-training

pdd2.5

deep-geo-reg

slic_reg

Rethinking the Design of Learning based Inter-Patient Registration using Deformable Supervoxels (MIDL 2021)

hand-gesture-posture-position

This repo holds the code for our 3DV 2021 paper "Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition"

registration-da-mean-teacher

Source code for our Miccai2022 paper "Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts.

DG-TTA

stroke-prediction

Stroke growth prediction

da-3dhpe-anatomy

Anatomy-guided domain adaptation for point cloud-based 3D in-bed human pose estimation

semantically-guided

weakly supervised learning for image registration

Jupyter Notebook

learning_without_metric

Jupyter Notebook

mec19_vae_tutorial_solution

Jupyter Notebook

vertebrae-segmentation-classification

Jupyter Notebook

MICCAI24_IMMoCo

Jupyter Notebook

iter_lbp

Jupyter Notebook

hierarchical-dense-ssl

Learn2Optimise

XEdgeConv

multimodalSUITS

code basis for the MIDL MedIA Special Issue

Jupyter Notebook

flownet_pytorch

converting Nvidia's pytorch FlowNet with only builtin layers to support to newer pytorch versions

shape_matters

Repository for the paper titled "Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding"

weight-estimation-under-cover

This repo holds the code for our IJCARS paper "Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patients"

bvm_tutorial

Jupyter Notebook

mec19_vae_tutorial

Jupyter Notebook

GenRegShapes

Repostitory for "Generalised 3D Medical Image Registration with Learned Shape Encodings" (MIUA 2023)

Jupyter Notebook

deep_staple

acquisition-focus

Jupyter Notebook