tse-motion 0.2.7

A package to rate motion artifacts in medical images.

Installation

pip install tse-motion

CLI

rate-motion sub-003_ses_01_acq_hipp_T2w.nii.gz

Input: sub-003_ses-01_acq-hipp_T2w.nii.gz | Motion Rating: 4.0

Python

from tse_rating.utils import rate, segment
img = nib.load('tse.nii.gz').get_fdata()
score = rate_motion_artifact(img)

score, grad_cam = rate_motion_artifact(img, save_gradcam=True)

masks = segment(nib.load('tse.nii.gz')) # returns a [2, W, H, Z] 4-dimensional tensor with the first and the second channel containing the left and the right hippocampus
mask = segment(nib.load('tse.nii.gz').get_fdata()[:,:,10]) # returns a [2, W, H] 3-dimensional tensor with the first and the second channel containing the left and the right hippocampus