From f4b3666350685cc0da8f79bf5d4acf558ae827f4 Mon Sep 17 00:00:00 2001 From: Julien Cohen-Adad Date: Mon, 23 Oct 2023 11:52:59 -0400 Subject: [PATCH] Update spinal levels based on Frostell et al. paper (#18) * Getting started with a script to compute spinal segments * First version of 'working' code * Added .gitignore * Completed list of percent spinal cord * Added some printouts for the user * Added some checks * Zero values above z_top * Fixed "__setitem__" method not defined on type "uint8" * Have the top of C1 spinal and vertebral correspond See: https://github.com/spinalcordtoolbox/PAM50/issues/20#issuecomment-1666061620 * Removed hard-coded values * Cleanup * Adding new spinal levels * Removed PAM50/spinal_levels * Fixed cumulative error caused by rounding https://github.com/spinalcordtoolbox/PAM50/pull/18#issuecomment-1773004556 * Added backbone code to create PAM50_spinal_midpoint.nii.gz * Fixed wrong value for midpoint * Added midpoint labels * Updated info_label.txt * Changed dtype for UINT8 --- .gitignore | 1 + scripts/generate_spinal_levels.py | 118 ++++++++++++++++++ spinal_levels/info_label.txt | 23 ---- spinal_levels/spinal_level_01.nii.gz | Bin 19293 -> 0 bytes spinal_levels/spinal_level_02.nii.gz | Bin 77019 -> 0 bytes spinal_levels/spinal_level_03.nii.gz | Bin 78649 -> 0 bytes spinal_levels/spinal_level_04.nii.gz | Bin 79291 -> 0 bytes spinal_levels/spinal_level_05.nii.gz | Bin 79890 -> 0 bytes spinal_levels/spinal_level_06.nii.gz | Bin 80352 -> 0 bytes spinal_levels/spinal_level_07.nii.gz | Bin 80777 -> 0 bytes spinal_levels/spinal_level_08.nii.gz | Bin 81073 -> 0 bytes spinal_levels/spinal_level_09.nii.gz | Bin 81250 -> 0 bytes spinal_levels/spinal_level_10.nii.gz | Bin 81496 -> 0 bytes spinal_levels/spinal_level_11.nii.gz | Bin 81921 -> 0 bytes spinal_levels/spinal_level_12.nii.gz | Bin 82377 -> 0 bytes spinal_levels/spinal_level_13.nii.gz | Bin 82759 -> 0 bytes spinal_levels/spinal_level_14.nii.gz | Bin 83074 -> 0 bytes spinal_levels/spinal_level_15.nii.gz | Bin 83479 -> 0 bytes spinal_levels/spinal_level_16.nii.gz | Bin 84034 -> 0 bytes spinal_levels/spinal_level_17.nii.gz | Bin 84793 -> 0 bytes spinal_levels/spinal_level_18.nii.gz | Bin 85628 -> 0 bytes spinal_levels/spinal_level_19.nii.gz | Bin 83393 -> 0 bytes spinal_levels/spinal_level_20.nii.gz | Bin 81151 -> 0 bytes template/PAM50_spinal_levels.nii.gz | Bin 0 -> 129629 bytes ...ls.nii.gz => PAM50_spinal_midpoint.nii.gz} | Bin 86247 -> 86266 bytes template/info_label.txt | 4 +- 26 files changed, 121 insertions(+), 25 deletions(-) create mode 100644 .gitignore create mode 100644 scripts/generate_spinal_levels.py delete mode 100644 spinal_levels/info_label.txt delete mode 100644 spinal_levels/spinal_level_01.nii.gz delete mode 100644 spinal_levels/spinal_level_02.nii.gz delete mode 100644 spinal_levels/spinal_level_03.nii.gz delete mode 100644 spinal_levels/spinal_level_04.nii.gz delete mode 100644 spinal_levels/spinal_level_05.nii.gz delete mode 100644 spinal_levels/spinal_level_06.nii.gz delete mode 100644 spinal_levels/spinal_level_07.nii.gz delete mode 100644 spinal_levels/spinal_level_08.nii.gz delete mode 100644 spinal_levels/spinal_level_09.nii.gz delete mode 100644 spinal_levels/spinal_level_10.nii.gz delete mode 100644 spinal_levels/spinal_level_11.nii.gz delete mode 100644 spinal_levels/spinal_level_12.nii.gz delete mode 100644 spinal_levels/spinal_level_13.nii.gz delete mode 100644 spinal_levels/spinal_level_14.nii.gz delete mode 100644 spinal_levels/spinal_level_15.nii.gz delete mode 100644 spinal_levels/spinal_level_16.nii.gz delete mode 100644 spinal_levels/spinal_level_17.nii.gz delete mode 100644 spinal_levels/spinal_level_18.nii.gz delete mode 100644 spinal_levels/spinal_level_19.nii.gz delete mode 100644 spinal_levels/spinal_level_20.nii.gz create mode 100644 template/PAM50_spinal_levels.nii.gz rename template/{PAM50_label_spinal_levels.nii.gz => PAM50_spinal_midpoint.nii.gz} (76%) diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..600d2d3 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.vscode \ No newline at end of file diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py new file mode 100644 index 0000000..a590e4a --- /dev/null +++ b/scripts/generate_spinal_levels.py @@ -0,0 +1,118 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +# +# This script generates the spinal segments for the PAM50 template. It is based on the article by Frostell et al. +# https://www.frontiersin.org/articles/10.3389/fneur.2016.00238/full +# For more context, see: https://github.com/spinalcordtoolbox/PAM50/issues/16 +# +# How to run: +# cd where this script is located and run: +# python generate_spinal_levels.py +# This will generate the file "PAM50_spinal_levels.nii.gz" +# +# Author: Julien Cohen-Adad + +import numpy as np +import nibabel as nib + + +# Identification of the slice on the PAM50 template that corresponds to the upper portion of the C1 nerve rootlets +z_top = 985 +# Identification of the slice on the PAM50 template that corresponds to the caudal end of the spinal cord +z_bottom = 40 + +# Compute the length of the spinal cord (in mm), knowing that the pixel size along Z is 0.5mm. +length_spinalcord = z_top - z_bottom +length_spinalcord_mm = 0.5 * length_spinalcord + +# Build dictionary of spinal segment location based on Table 3 of Frostell et al. article +percent_length_segment = [ + {"C1": 1.6}, + {"C2": 2.2}, + {"C3": 3.5}, + {"C4": 3.5}, + {"C5": 3.5}, + {"C6": 3.3}, + {"C7": 3.2}, + {"C8": 3.4}, + {"T1": 3.6}, + {"T2": 3.9}, + {"T3": 4.4}, + {"T4": 5}, + {"T5": 5.1}, + {"T6": 5.6}, + {"T7": 5.6}, + {"T8": 5.4}, + {"T9": 5.1}, + {"T10": 4.7}, + {"T11": 4.3}, + {"T12": 3.9}, + {"L1": 3.6}, + {"L2": 2.8}, + {"L3": 2.4}, + {"L4": 2.2}, + {"L5": 1.7}, + {"S1": 1.5}, + {"S2": 1.6}, + {"S3": 1.4}, + {"S4": 1.3}, + {"S5": 0.9}, +] + +print(f"Number of segments: {len(percent_length_segment)}") + +# Verify that the sum of all relative length segment is 100 +total_sum = 0.0 +for item in percent_length_segment: + value = list(item.values())[0] + total_sum += value +print(f"Sum across percent segments: {total_sum}") + +# Open PAM50 spinal cord segmentation +nii_spinalcord = nib.load("../template/PAM50_cord.nii.gz") + +# Create labeled spinal cord mask +data_spinalsegments = nii_spinalcord.get_fdata() + +# Create a new array for the mid-point voxels, initialized with zeros +data_midpoint = np.zeros(nii_spinalcord.get_fdata().shape) + +# Zero values above z_top +data_spinalsegments[:, :, z_top:] = 0 + +z_segment_top = z_top +i_level = 1 +cumulative_percent = 0 + +# Create labeled segmentation +for level_info in percent_length_segment: + level_name, level_percent = list(level_info.items())[0] + cumulative_percent += level_percent + # Compute the desired absolute position (from the top) based on cumulative percentage + desired_position = z_top - np.round(length_spinalcord * cumulative_percent / 100) + # Modify spinal cord mask with spinal segment value + data_spinalsegments[:, :, int(desired_position):int(z_segment_top)] *= i_level + # Calculate the mid-point of the current segment and set the voxel value + midpoint_z = (z_segment_top + desired_position) // 2 + data_midpoint[70, 70, int(midpoint_z)] = i_level + # Update location of the top of the next segment + z_segment_top = desired_position + # Update level + i_level += 1 + +# Ensure that the final segment reaches exactly to z_bottom +data_spinalsegments[:, :, z_bottom:int(z_segment_top)] *= (i_level - 1) + +# Use dtype UINT8 for labels +data_spinalsegments = data_spinalsegments.astype(np.uint8) +data_midpoint = data_midpoint.astype(np.uint8) + +# Save file +nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) +fname_out_levels = "PAM50_spinal_levels.nii.gz" +nib.save(nii_spinalsegments, fname_out_levels) +nii_spinalmidpoint = nib.Nifti1Image(data_midpoint, nii_spinalcord.affine) +fname_out_midpoint = "PAM50_spinal_midpoint.nii.gz" +nib.save(nii_spinalmidpoint, fname_out_midpoint) + +print(f"Done! 🎉 \nFiles created: {fname_out_levels}, {fname_out_midpoint}") diff --git a/spinal_levels/info_label.txt b/spinal_levels/info_label.txt deleted file mode 100644 index a3adc03..0000000 --- a/spinal_levels/info_label.txt +++ /dev/null @@ -1,23 +0,0 @@ -# Spinal levels labels - generated on 2016-11-28 -# Keyword=IndivLabels (Please DO NOT change this line) -# ID, name, file -0, Spinal level C1, spinal_level_01.nii.gz -1, Spinal level C2, spinal_level_02.nii.gz -2, Spinal level C3, spinal_level_03.nii.gz -3, Spinal level C4, spinal_level_04.nii.gz -4, Spinal level C5, spinal_level_05.nii.gz -5, Spinal level C6, spinal_level_06.nii.gz -6, Spinal level C7, spinal_level_07.nii.gz -7, Spinal level C8, spinal_level_08.nii.gz -8, Spinal level T1, spinal_level_09.nii.gz -9, Spinal level T2, spinal_level_10.nii.gz -10, Spinal level T3, spinal_level_11.nii.gz -11, Spinal level T4, spinal_level_12.nii.gz -12, Spinal level T5, spinal_level_13.nii.gz -13, Spinal level T6, spinal_level_14.nii.gz -14, Spinal level T7, spinal_level_15.nii.gz -15, Spinal level T8, spinal_level_16.nii.gz -16, Spinal level T9, spinal_level_17.nii.gz -17, Spinal level T10, spinal_level_18.nii.gz -18, Spinal level T11, spinal_level_19.nii.gz -19, Spinal level T12, spinal_level_20.nii.gz diff --git a/spinal_levels/spinal_level_01.nii.gz b/spinal_levels/spinal_level_01.nii.gz deleted 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a/template/info_label.txt b/template/info_label.txt index ff718f3..c97553b 100644 --- a/template/info_label.txt +++ b/template/info_label.txt @@ -15,5 +15,5 @@ 11, point-wise posterior intervertebral disc labels, PAM50_label_discPosterior.nii.gz 12, spine mask (binary), PAM50_spine.nii.gz 13, spinal cord centerline, PAM50_centerline.nii.gz -14, point-wise spinal level labels, PAM50_label_spinal_levels.nii.gz - +14, point-wise spinal level labels, PAM50_spinal_midpoint.nii.gz +15, spinal cord mask with discrete spinal levels, PAM50_spinal_levels.nii.gz