From 3f1f3f5efe9759ec0aa96b78b95dd824e3195789 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Tue, 1 Aug 2023 16:05:53 -0400 Subject: [PATCH 01/19] Getting started with a script to compute spinal segments --- scripts/generate_spinal_levels.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 scripts/generate_spinal_levels.py diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py new file mode 100644 index 0000000..38cfe30 --- /dev/null +++ b/scripts/generate_spinal_levels.py @@ -0,0 +1,17 @@ +#!/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 +# +# Author: Julien Cohen-Adad + +# Identification of the slice on the PAM50 template that corresponds to the upper portion of the C1 nerve rootlets +z_top = 984 +# 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 = 0.5 * (984 - 40) + From 935f31b83d03d585f9af00beb1496d16bcc6fccd Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Tue, 1 Aug 2023 17:20:59 -0400 Subject: [PATCH 02/19] First version of 'working' code --- scripts/generate_spinal_levels.py | 58 ++++++++++++++++++++++++++++++- 1 file changed, 57 insertions(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 38cfe30..38154d2 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -7,11 +7,67 @@ # # 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 = 984 # 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 = 0.5 * (984 - 40) +length_spinalcord = 984 - 40 +length_spinalcord_mm = 0.5 * (984 - 40) + +# Build dictionary of spinal segment location based on Table 3 of Frostell et al. article +# TODO: continue with all levels +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} +] + +# Create a DataFrame from the table data +# df = pd.DataFrame(table_data, columns=["label", "value"]) + +# Set the 'label' column as the index for quick access +# df.set_index("label", inplace=True) + +# Now you can access the value corresponding to a label using loc: +# encoded_data = df.loc["label1", "value"] + +# Verify that the sum of all relative length segment is 100 +# TODO + +# Open PAM50 spinal cord segmentation +nii_spinalcord = nib.load("../PAM50/template/PAM50_cord.nii.gz") + +# Create spinal segments +data_spinalsegments = np.uint8(nii_spinalcord.get_fdata()) + +# TODO: zero values above z_top + +z_segment_top = z_top +i_level = 1 +for level_info in percent_length_segment: + level_name, level_percent = list(level_info.items())[0] + # Compute lenght of the spinal segment + length_segment = np.uint8(length_spinalcord * level_percent / 100) + # Get the top and bottom coordinates of that segment + z_segment_bottom = z_segment_top - length_segment + # Modify spinal cord mask with spinal segment value + data_spinalsegments[:, :, z_segment_bottom:z_segment_top] *= i_level + # Update location of the top of the next segment + z_segment_top = z_segment_bottom + # Update level + i_level += 1 +# Save file +nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) +nib.save(nii_spinalsegments, "PAM50_spinal_levels.nii.gz") \ No newline at end of file From ae287234e473ebd56f335b469386f80d353b626d Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Tue, 1 Aug 2023 17:21:54 -0400 Subject: [PATCH 03/19] Added .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) create mode 100644 .gitignore 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 From aba9c5c2a345ec5066250534bf3a0e9628e768c6 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 4 Aug 2023 13:36:28 -0400 Subject: [PATCH 04/19] Completed list of percent spinal cord --- scripts/generate_spinal_levels.py | 24 +++++++++++++++++++++++- 1 file changed, 23 insertions(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 38154d2..acaa4f2 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -30,7 +30,29 @@ {"C5": 3.5}, {"C6": 3.3}, {"C7": 3.2}, - {"C8": 3.4} + {"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}, ] # Create a DataFrame from the table data From 71e16dabcdcf8d3c8601d2db6f6e5f840ea27e98 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 4 Aug 2023 14:02:32 -0400 Subject: [PATCH 05/19] Added some printouts for the user --- scripts/generate_spinal_levels.py | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index acaa4f2..dbef4f8 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -5,6 +5,11 @@ # 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 @@ -68,7 +73,7 @@ # TODO # Open PAM50 spinal cord segmentation -nii_spinalcord = nib.load("../PAM50/template/PAM50_cord.nii.gz") +nii_spinalcord = nib.load("../template/PAM50_cord.nii.gz") # Create spinal segments data_spinalsegments = np.uint8(nii_spinalcord.get_fdata()) @@ -92,4 +97,7 @@ # Save file nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) -nib.save(nii_spinalsegments, "PAM50_spinal_levels.nii.gz") \ No newline at end of file +fname_out = "PAM50_spinal_levels.nii.gz" +nib.save(nii_spinalsegments, fname_out) + +print(f"Done! 🎉 \nFile created: {fname_out}") From 24b9ca5bbeed26fc2513d689b2c714361f82ece1 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 4 Aug 2023 14:22:08 -0400 Subject: [PATCH 06/19] Added some checks --- scripts/generate_spinal_levels.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index dbef4f8..f436fab 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -60,6 +60,8 @@ {"S5": 0.9}, ] +print(f"Number of segments: {len(percent_length_segment)}") + # Create a DataFrame from the table data # df = pd.DataFrame(table_data, columns=["label", "value"]) @@ -70,7 +72,11 @@ # encoded_data = df.loc["label1", "value"] # Verify that the sum of all relative length segment is 100 -# TODO +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") From a390d8a8916f4ba4157d0353909da5311688d308 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 4 Aug 2023 14:48:10 -0400 Subject: [PATCH 07/19] Zero values above z_top --- scripts/generate_spinal_levels.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index f436fab..04b0db6 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -29,7 +29,7 @@ # TODO: continue with all levels percent_length_segment = [ {"C1": 1.6}, - {"C2": 2.2}, + {"C2": 2.2}, # modified from Frostell et al. to reach 100% percent {"C3": 3.5}, {"C4": 3.5}, {"C5": 3.5}, From 2bc4676b9b07adee215c4a827b6c5229e65857bf Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 4 Aug 2023 14:51:06 -0400 Subject: [PATCH 08/19] Fixed "__setitem__" method not defined on type "uint8" --- scripts/generate_spinal_levels.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 04b0db6..160dfcf 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -82,9 +82,10 @@ nii_spinalcord = nib.load("../template/PAM50_cord.nii.gz") # Create spinal segments -data_spinalsegments = np.uint8(nii_spinalcord.get_fdata()) +data_spinalsegments = nii_spinalcord.get_fdata() -# TODO: zero values above z_top +# Zero values above z_top +data_spinalsegments[:, :, z_top:] = 0 z_segment_top = z_top i_level = 1 @@ -102,6 +103,7 @@ i_level += 1 # Save file +# TODO: use proper dtype nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) fname_out = "PAM50_spinal_levels.nii.gz" nib.save(nii_spinalsegments, fname_out) From 863d154befb0cd95319fb0e10369d97c95d6ea88 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 4 Aug 2023 15:13:18 -0400 Subject: [PATCH 09/19] Have the top of C1 spinal and vertebral correspond See: https://github.com/spinalcordtoolbox/PAM50/issues/20#issuecomment-1666061620 --- scripts/generate_spinal_levels.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 160dfcf..6fd419a 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -17,7 +17,7 @@ # Identification of the slice on the PAM50 template that corresponds to the upper portion of the C1 nerve rootlets -z_top = 984 +z_top = 985 # Identification of the slice on the PAM50 template that corresponds to the caudal end of the spinal cord z_bottom = 40 From f52bbf58e8795c7e69a9de1ac1be3160b599f6cb Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 22 Sep 2023 15:16:36 -0400 Subject: [PATCH 10/19] Removed hard-coded values --- scripts/generate_spinal_levels.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 6fd419a..5bff24c 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -22,8 +22,8 @@ z_bottom = 40 # Compute the length of the spinal cord (in mm), knowing that the pixel size along Z is 0.5mm. -length_spinalcord = 984 - 40 -length_spinalcord_mm = 0.5 * (984 - 40) +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 # TODO: continue with all levels From d854c268d445fa5ed18b8928b730fd0a7c108c3a Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 22 Sep 2023 15:16:53 -0400 Subject: [PATCH 11/19] Cleanup --- scripts/generate_spinal_levels.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 5bff24c..56631a1 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -26,7 +26,6 @@ length_spinalcord_mm = 0.5 * length_spinalcord # Build dictionary of spinal segment location based on Table 3 of Frostell et al. article -# TODO: continue with all levels percent_length_segment = [ {"C1": 1.6}, {"C2": 2.2}, # modified from Frostell et al. to reach 100% percent From 1cb4e5dfa80e666c986a605dafafacc1f4bf7260 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 22 Sep 2023 15:55:18 -0400 Subject: [PATCH 12/19] Adding new spinal levels --- template/PAM50_spinal_levels.nii.gz | Bin 0 -> 771495 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 template/PAM50_spinal_levels.nii.gz diff --git a/template/PAM50_spinal_levels.nii.gz b/template/PAM50_spinal_levels.nii.gz new file mode 100644 index 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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 21 files changed, 23 deletions(-) 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 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, 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zAOHafKmY;|fPgFkJTO3(4Bm$T1Rwwb2tWV=5P$##AOHafsHXrP7@(f*idsPc0uX=z z1Rwwb2tWV=5P$##WC`Gb0kUN9J_H~D0SG_<0uX=z1Rwwb2tYth1@OQCHEmc_3jz>; z00bZa0SG_<0uX=z1Rx+o01ph10fV<8009U<00Izz00bZa0SG_<0%|IN2L`BV!=hRc zfB*y_009U<00Izz00bZa0T}{kdKyEuG&D4pKNM8+#^{jW@B;w|KmY;|fB*y_009X6 TX#_%}H4dLU{m3HxhSq-pkv|(D From 38ca94e88c816ef4f6a0a5e37a9c2f24338a689b Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 20 Oct 2023 16:25:45 -0400 Subject: [PATCH 14/19] Fixed cumulative error caused by rounding https://github.com/spinalcordtoolbox/PAM50/pull/18#issuecomment-1773004556 --- scripts/generate_spinal_levels.py | 27 +++++++++++---------------- template/PAM50_spinal_levels.nii.gz | Bin 771495 -> 771480 bytes 2 files changed, 11 insertions(+), 16 deletions(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 56631a1..e5fb0ad 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -28,7 +28,7 @@ # Build dictionary of spinal segment location based on Table 3 of Frostell et al. article percent_length_segment = [ {"C1": 1.6}, - {"C2": 2.2}, # modified from Frostell et al. to reach 100% percent + {"C2": 2.2}, {"C3": 3.5}, {"C4": 3.5}, {"C5": 3.5}, @@ -61,15 +61,6 @@ print(f"Number of segments: {len(percent_length_segment)}") -# Create a DataFrame from the table data -# df = pd.DataFrame(table_data, columns=["label", "value"]) - -# Set the 'label' column as the index for quick access -# df.set_index("label", inplace=True) - -# Now you can access the value corresponding to a label using loc: -# encoded_data = df.loc["label1", "value"] - # Verify that the sum of all relative length segment is 100 total_sum = 0.0 for item in percent_length_segment: @@ -88,19 +79,23 @@ z_segment_top = z_top i_level = 1 +cumulative_percent = 0 # Cumulative percentage to accumulate segment lengths + for level_info in percent_length_segment: level_name, level_percent = list(level_info.items())[0] - # Compute lenght of the spinal segment - length_segment = np.uint8(length_spinalcord * level_percent / 100) - # Get the top and bottom coordinates of that segment - z_segment_bottom = z_segment_top - length_segment + 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[:, :, z_segment_bottom:z_segment_top] *= i_level + data_spinalsegments[:, :, int(desired_position):int(z_segment_top)] *= i_level # Update location of the top of the next segment - z_segment_top = z_segment_bottom + 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) + # Save file # TODO: use proper dtype nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) diff --git 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zz_;}*nb}S{qK)*y^hEH?GZdOPfYZnF#0|;k5MIxz>{sYnt5f|DQOO|fpqz~S`zRXM zA}yradl=*8E2C!hSN7Y=Ld_6tm{+WDa;;`}qPPD#mavS^5;qv0Ls34M4{wrcXu}Hj znXkAZr4$M2a2Resx2Q@EV5mcf3djAWo~KyXlEnSh;8R?V#t~&cC_33>aclT<7;``} z%!{bV)$oL`V0*#M5zA4A+rpn(qD1;0vF24FLr$*pg5Jw8HPRrfW<>^hEW80B28`lr zCwpH(OW)NPd3PJGz>;(|=^59Xv2>IZpRjU>`sj16+ZV^zjIttWF=i61NDafS zzZ^^(MV!e9ZvA8wabEJTVrw3cV*&&-iqcgunlLNHEun9UE7BW0Viu*sHgT7xj3J}go8N+n#Z z{SAiD3?S(9UUpg2d1Nrbilhnucsjv}wi*-BmYV`4l@77>^=-D;BMe0;E+i6P*CoMK zU(M;V*SEIX>kb#-J(eL6HoU!E0(=o|4soM|`-QO1-b~lvim~ql$Wouele#o~NDSNo z!Pj9ATOvfBChdBU8_v?8UY~an9tlH3y`uWJc@UPg-U@?~0aL~@2!m-5=qBY>M~_T| z**h_@Vrsa!ukF#dgb+`I&XexlWd%MJ>22Yg*Q%mJ<(F=r$)V`KDVlC)GUhLT`HSA5 iI@X?&ewnL}BDZlV8@al!y6-=y&Io;WVzTZxI{yRk@t%YL From 0d53d3c4d5f8b435ef1df6d6e31ddd21569e5d5f Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 20 Oct 2023 17:05:28 -0400 Subject: [PATCH 15/19] Added backbone code to create PAM50_spinal_midpoint.nii.gz --- scripts/generate_spinal_levels.py | 20 +++++++++++++++----- 1 file changed, 15 insertions(+), 5 deletions(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index e5fb0ad..adb35c8 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -71,16 +71,20 @@ # Open PAM50 spinal cord segmentation nii_spinalcord = nib.load("../template/PAM50_cord.nii.gz") -# Create spinal segments +# 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 # Cumulative percentage to accumulate segment lengths +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 @@ -88,6 +92,9 @@ 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)] = list(level_info.values())[0] # Update location of the top of the next segment z_segment_top = desired_position # Update level @@ -99,7 +106,10 @@ # Save file # TODO: use proper dtype nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) -fname_out = "PAM50_spinal_levels.nii.gz" -nib.save(nii_spinalsegments, fname_out) +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! 🎉 \nFile created: {fname_out}") +print(f"Done! 🎉 \nFiles created: {fname_out_levels}, {fname_out_midpoint}") From 8d22c60ff864b8c5ef81b36dfc76201fc0441897 Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Fri, 20 Oct 2023 17:07:56 -0400 Subject: [PATCH 16/19] Fixed wrong value for midpoint --- scripts/generate_spinal_levels.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index adb35c8..5992a2f 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -94,7 +94,7 @@ 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)] = list(level_info.values())[0] + 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 From ebf3fb15639445bb74dca0a3402b7349d561599a Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Sat, 21 Oct 2023 11:16:58 -0400 Subject: [PATCH 17/19] Added midpoint labels --- template/PAM50_label_spinal_levels.nii.gz | Bin 86285 -> 0 bytes template/PAM50_spinal_midpoint.nii.gz | Bin 0 -> 688157 bytes 2 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 template/PAM50_label_spinal_levels.nii.gz create mode 100644 template/PAM50_spinal_midpoint.nii.gz diff --git a/template/PAM50_label_spinal_levels.nii.gz b/template/PAM50_label_spinal_levels.nii.gz deleted file mode 100644 index 0caae0ec1707a25476e312971fd1f0318166503d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 86285 zcmeI)|7(?190%}w=eBlhmWi=4<|Z_QWpjRsLXqw?DaBbR3L(J5RJu?Syo1ed;`mL)4i+WmzYObtX^!>)q_dYv+Tieo8)$O%^Zm25QG3#PS z^|stA8OiNK7k7SL+w#}>Q-^u28doo$ zxi!5z5ZD=>wm%v@aki`O@z#NyEP)faF$$b$iI!+lKmi35P(T3%6pUO!!`$4i;r@`r 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PAM50_label_discPosterior.nii.gz 12, spine mask (binary), PAM50_spine.nii.gz 13, spinal cord centerline, PAM50_centerline.nii.gz -14, point-wise spinal level labels, PAM50_label_spinal_levels.nii.gz - +14, point-wise spinal level labels, PAM50_spinal_midpoint.nii.gz +15, spinal cord mask with discrete spinal levels, PAM50_spinal_levels.nii.gz From 0d0e8d09ddee6b33d24623faa7c831bb100aa91b Mon Sep 17 00:00:00 2001 From: jcohenadad Date: Sat, 21 Oct 2023 13:36:43 -0400 Subject: [PATCH 19/19] Changed dtype for UINT8 --- scripts/generate_spinal_levels.py | 5 ++++- template/PAM50_spinal_levels.nii.gz | Bin 771480 -> 129629 bytes template/PAM50_spinal_midpoint.nii.gz | Bin 688157 -> 86266 bytes 3 files changed, 4 insertions(+), 1 deletion(-) diff --git a/scripts/generate_spinal_levels.py b/scripts/generate_spinal_levels.py index 5992a2f..a590e4a 100644 --- a/scripts/generate_spinal_levels.py +++ b/scripts/generate_spinal_levels.py @@ -103,8 +103,11 @@ # Ensure that the final segment reaches exactly to z_bottom data_spinalsegments[:, :, z_bottom:int(z_segment_top)] *= (i_level - 1) +# Use dtype UINT8 for labels +data_spinalsegments = data_spinalsegments.astype(np.uint8) +data_midpoint = data_midpoint.astype(np.uint8) + # Save file -# TODO: use proper dtype nii_spinalsegments = nib.Nifti1Image(data_spinalsegments, nii_spinalcord.affine) fname_out_levels = "PAM50_spinal_levels.nii.gz" nib.save(nii_spinalsegments, fname_out_levels) diff --git a/template/PAM50_spinal_levels.nii.gz b/template/PAM50_spinal_levels.nii.gz index 34623dfbfda27f984bd4e1219fc43de5e497be16..6703e62c52b954c7f6f73a5864b327f5e0eae95f 100644 GIT binary patch literal 129629 zcmeEvc|4SD+y9*?v`C?}sYJ+@eW!(DELloOS{TNX?AddxyTw*$FxF^{C6qP0TN^R9 zv4kvKVI>PzvS1|( zR{vIlR|@gML(1|Ekpk{#!nNNRLhiA zSi!zu1ok}eVmPp=!H-WOc1=& zBKJnqNgDnqLwO)VLQ0|Nk!+s-PpTud_|jifuR{e;52BK=sy7glN*le7Uu( zFi)lSrb>fna~|+NhI-8xNBrU4wE_M>J-+$Yppp-LT*An`sMXUdutz5MuFW-mV%`CPVK?j};TL+mayH#cV&Brsm;J_RGyDqD7=p$=4*xvX7`fN*z%oDt 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