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Learn2Reg

Introduced in Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning2021

About this Dataset

Learn2Reg is a dataset for medical image registration. Learn2Reg covers a wide range of anatomies (brain, abdomen, and thorax), modalities (ultrasound, CT, MR), availability of annotations, as well as intra- and inter-patient registration evaluation.

Source: Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning

Dataset Variants

Learn2RegUnpaired-abdomen-CTUnpaired-lung-CT

Papers1

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning

T datasets, tasks, evaluation methods and results of the Learn2Reg challenge are described, as well as results of further analysis of transferability to new datasets, the importance of label supervision, and resulting bias.

Tasks

EDIT

Medical Image Registration Image Registration

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Statistics

Papers

1

Tasks

64

Introduced

2021

Modalities

Images