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2 changes: 2 additions & 0 deletions 3d_registration/learn2reg_nlst_paired_lung_ct.ipynb
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"# MONAI @ Learn2Reg Challenge\n",
"## NLST Task: Paired Lung CT 3D Registration with Keypoints\n",
"\n",
"### **Update**: MONAI submission [finished 3rd](https://learn2reg.grand-challenge.org/) in the Learn2Reg challenge\n",
"\n",
"This tutorial shows how to use MONAI to register CT images acquired at different time points for a single patient. It is a fully MONAI-based solution for the [NLST track](https://learn2reg.grand-challenge.org/Datasets/) of the [Learn2Reg challenge 2023](https://learn2reg.grand-challenge.org/). The images being registered are taken at inspiration and expiration for each subject. This is an intra subject registration. This type of intra subject registration is useful when there is a need to track certain features on a medical image such as tumor location when conducting invasive procedures. \n",
"\n",
"<h4><center>Registration sample from NLST challenge</center></h4>\n",
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