Merge remote-tracking branch 'upstream/master' into bep022

bids-standard · Jul 25, 2024 · 807fbb8 · 807fbb8
2 parents 3768257 + 401f4cf
commit 807fbb8
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diff --git a/.github/workflows/validate_datasets.yml b/.github/workflows/validate_datasets.yml
@@ -21,7 +21,7 @@ jobs:
       fail-fast: false
       matrix:
         platform: [ubuntu-latest, macos-latest, windows-latest]
-        bids-validator: [master, stable]
+        bids-validator: [master, stable, master-deno]
 
     runs-on: ${{ matrix.platform }}
 
@@ -33,6 +33,7 @@ jobs:
     - uses: actions/checkout@v4
 
     - name: Set up Node.js
+      if: "matrix.bids-validator == 'stable' || matrix.bids-validator == 'master'"
       uses: actions/setup-node@v4
       with:
         node-version: 18
@@ -60,13 +61,32 @@ jobs:
         bash -c "npm install -g bids-validator-*.tgz"
         popd
 
+    - uses: denoland/setup-deno@v1
+      if: "matrix.bids-validator == 'master-deno'"
+      with:
+        deno-version: v1.x
+
+    - name: Install BIDS validator (master deno build)
+      if: "matrix.bids-validator == 'master-deno'"
+      run: |
+        LOCAL_BIN=$HOME/.local/bin
+        VALIDATOR=$LOCAL_BIN/bids-validator
+        mkdir -p $LOCAL_BIN
+        export PATH="$LOCAL_BIN:$PATH"
+        echo PATH="$PATH" >> $GITHUB_ENV
+        echo -e '#!/usr/bin/env'" -S deno run --allow-read --allow-write --allow-env --allow-net --allow-run\nimport 'https://github.com/bids-standard/bids-validator/raw/master/bids-validator/src/bids-validator.ts'" > $VALIDATOR
+        chmod +x $VALIDATOR
+        bids-validator --version
+      shell: bash
+
     - name: Display versions and environment information
       run: |
         echo $TZ
         date
         echo "npm"; npm --version
         echo "node"; node --version
         echo "bids-validator"; bids-validator --version
+      shell: bash
 
     - name: Check that no large files are present
       if: "matrix.bids-validator == 'stable'"

diff --git a/README.md b/README.md
diff --git a/dataset_listing.tsv b/dataset_listing.tsv
@@ -40,7 +40,7 @@ asl002	T1w, asl (Philips, PCASL, 2D_EPI), m0scan as separate scan	[link](https:/
 asl003	T1w, asl (Siemens, PASL, multiTI), M0scan as separate scan	[link](https://osf.io/yru2q/)	[@patsycle](https://github.com/patsycle)	anat, perf	T1w, asl, aslcontext, asllabeling, m0scan
 asl004	T1w, asl (Siemens, PCASL, multiPLD with pepolar), m0scan separate scans with pepolar approach	[link](https://osf.io/yru2q/)	[@patsycle](https://github.com/patsycle)	anat, fmap, perf	T1w, asl, aslcontext, asllabeling, m0scan
 asl005	T1w, asl (Siemens, PCASL, singleTI, 3D_GRASE), m0scan as separate scan	[link](https://osf.io/yru2q/)	[@patsycle](https://github.com/patsycle)	anat, perf	T1w, asl, aslcontext, asllabeling, m0scan
-qmri_mp2rage	MP2RAGE for T1 mapping	[link](https://osf.io/k4bs5/)	[@Gilles86](https://github.com/Gilles86)	anat	MP2RAGE, defacemask
+qmri_mp2rage	MP2RAGE for T1 mapping	[link](https://osf.io/k4bs5/)	[@Gilles86](https://github.com/Gilles86)	anat	MP2RAGE, T1map, UNIT1, defacemask
 qmri_mp2rageme	Multi-echo MP2RAGE	[link](https://osf.io/k4bs5/)	[@Gilles86](https://github.com/Gilles86)	anat, fmap	MP2RAGE, TB1map
 qmri_mpm	Multi-parametric mapping for R1, R2star, MTsat and PD mapping	[link](https://osf.io/k4bs5/)	[@ChristophePhillips](https://github.com/ChristophePhillips)	anat, fmap	MPM, RB1COR, TB1EPI, magnitude1, magnitude2, phasediff
 qmri_mtsat	Example dataset for T1 and MTsat mapping. Includes a double-angle B1+ mapping example.	[link](https://osf.io/k4bs5/)	[@agahkarakuzu](https://github.com/agahkarakuzu)	anat, fmap	MTS, TB1DAM
@@ -62,7 +62,7 @@ micr_SPIM	Example SPIM dataset in OME-TIFF format with 2 samples from the same s
 fnirs_tapping	Example fNIRS measurement with three conditions from five subjects	[link](https://doi.org/10.5281/zenodo.5529797)	[@rob_luke](https://github.com/rob_luke)	nirs	channels, coordsystem, events, nirs, optodes, scans
 fnirs_automaticity	24 subjects performing (non-)automatic finger tapping and foot stepping	[link](https://doi.org/10.34973/vesb-mh30)	[@robertoostenveld](https://github.com/robertoostenveld)	nirs	channels, coordsystem, events, nirs, optodes, practicelogbook, scans
 motion_systemvalidation	Example dataset of two different motion captured system recorded almost simultaneously, but no brain data	[link](https://doi.org/10.6084/m9.figshare.20238006.v2)	[@JuliusWelzel](https://github.com/JuliusWelzel)	motion	channels, motion, scans
-ds000117	A multi-subject, multi-modal human neuroimaging dataset of 19 subjects on a MEG visual task	[link](https://openneuro.org/datasets/ds000117/)	[@RikHenson](https://github.com/RikHenson)	anat, beh, dwi, fmap, func, meg	T1w, beh, bold, channels, coordsystem, dwi, events, headshape, magnitude1, magnitude2, meg, phasediff, scans
+ds000117	A multi-subject, multi-modal human neuroimaging dataset of 19 subjects on a MEG visual task	[link](https://openneuro.org/datasets/ds000117/)	[@RikHenson](https://github.com/RikHenson)	anat, beh, dwi, fmap, func, meg	FLASH, T1w, beh, bold, channels, coordsystem, dwi, events, headshape, magnitude1, magnitude2, meg, phasediff, scans
 ds000246	Auditory dataset used for Brainstorm’s general online tutorial	[link](https://openneuro.org/datasets/ds000246/versions/00001)	[@guiomar](https://github.com/guiomar)	anat, meg	ChannelGroupSet, ClassFile, MarkerFile, T1w, channels, coordsystem, default, headshape, meg, params, photo, processing, scans
 ds000247	Five minutes, eyes-open, resting-state MEG data from 5 subjects. This is a sample from The Open MEG Archive (OMEGA).	[link](https://openneuro.org/datasets/ds000247/versions/00001)	[@guiomar](https://github.com/guiomar)	anat, meg	ClassFile, T1w, bad, channels, coordsystem, default, headshape, meg, params, processing, scans
 ds000248	MNE sample data: Data with visual and auditory stimuli	[link](https://openneuro.org/datasets/ds000248/versions/00001)	[@agramfort](https://github.com/agramfort)	anat, meg	FLASH, T1w, channels, coordsystem, events, meg, scans

diff --git a/ds000246/participants.tsv b/ds000246/participants.tsv
@@ -1,4 +1,3 @@
 participant_id	age	sex	dominant_hand
 sub-emptyroom	n/a	n/a	n/a
 sub-0001	25	Male	Right
-
diff --git a/ieeg_epilepsy/participants.tsv b/ieeg_epilepsy/participants.tsv
@@ -1,2 +1,2 @@
 participant_id	age	sex
-sub-01	XX	m
+sub-01	n/a	m
diff --git a/ieeg_epilepsyNWB/participants.tsv b/ieeg_epilepsyNWB/participants.tsv
@@ -1,2 +1,2 @@
 participant_id	age	sex
-sub-01	XX	m
+sub-01	n/a	m
diff --git a/ieeg_epilepsy_ecog/dataset_description.json b/ieeg_epilepsy_ecog/dataset_description.json
@@ -10,11 +10,5 @@
     "License": "Property of the Epilepsy Centre, University Hospital Freiburg, Germany",
     "ReferencesAndLinks": [
         "https://neuroimage.usc.edu/brainstorm/Tutorials/ECoG"
-    ],
-    "Acknowledgements": "n/a",
-    "HowToAcknowledge": "n/a",
-    "Funding": [],
-	"EthicsApprovals": [],
-    "DatasetDOI": "n/a",
-	"HEDVersion": "n/a"
+    ]
 }
diff --git a/qmri_irt1/IRT1.json b/qmri_irt1/IRT1.json
@@ -3,7 +3,7 @@
   "Manufacturer": "Siemens",
   "ManufacturerModelName": "Skyra",
   "PulseSequenceType": "IR",
-  "RepetitionTime": "2.550",
-  "FlipAngle": "3",
-  "EchoTime": "0.014"
+  "RepetitionTime": 2.550,
+  "FlipAngle": 3,
+  "EchoTime": 0.014
 }
diff --git a/qmri_irt1/sub-01/anat/sub-01_inv-01_IRT1.json b/qmri_irt1/sub-01/anat/sub-01_inv-01_IRT1.json
@@ -1,3 +1,3 @@
 {
-  "InversionTime": "0.050"
+  "InversionTime": 0.050
 }
diff --git a/qmri_irt1/sub-01/anat/sub-01_inv-02_IRT1.json b/qmri_irt1/sub-01/anat/sub-01_inv-02_IRT1.json
@@ -1,3 +1,3 @@
 {
-  "InversionTime": "0.4"
+  "InversionTime": 0.4
 }
diff --git a/qmri_irt1/sub-01/anat/sub-01_inv-03_IRT1.json b/qmri_irt1/sub-01/anat/sub-01_inv-03_IRT1.json
@@ -1,3 +1,3 @@
 {
-  "InversionTime": "1.1"
+  "InversionTime": 1.1
 }
diff --git a/qmri_irt1/sub-01/anat/sub-01_inv-04_IRT1.json b/qmri_irt1/sub-01/anat/sub-01_inv-04_IRT1.json
@@ -1,3 +1,3 @@
 {
-  "InversionTime": "2.5"
+  "InversionTime": 2.5
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-01_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-01_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.02"
+	"EchoTime": 0.02
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-02_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-02_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.04"
+	"EchoTime": 0.04
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-03_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-03_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.06"
+	"EchoTime": 0.06
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-04_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-04_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.08"
+	"EchoTime": 0.08
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-05_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-05_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.1"
+	"EchoTime": 0.1
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-06_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-06_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.12"
+	"EchoTime": 0.12
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-07_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-07_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.14"
+	"EchoTime": 0.14
 }
diff --git a/qmri_megre/sub-01/anat/sub-01_echo-08_MEGRE.json b/qmri_megre/sub-01/anat/sub-01_echo-08_MEGRE.json
@@ -1,3 +1,3 @@
 {
-	"EchoTime": "0.16"
+	"EchoTime": 0.16
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-01_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-01_MESE.json
@@ -3,5 +3,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.01"
+	"EchoTime": 0.01
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-02_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-02_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.02"
+	"EchoTime": 0.02
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-03_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-03_MESE.json
@@ -3,5 +3,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.03"
+	"EchoTime": 0.03
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-04_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-04_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.04"
+	"EchoTime": 0.04
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-05_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-05_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.05"
+	"EchoTime": 0.05
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-06_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-06_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.06"
+	"EchoTime": 0.06
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-07_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-07_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.07"
+	"EchoTime": 0.07
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-08_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-08_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.08"
+	"EchoTime": 0.08
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-09_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-09_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.09"
+	"EchoTime": 0.09
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-10_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-10_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.1"
+	"EchoTime": 0.1
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-11_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-11_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.11"
+	"EchoTime": 0.11
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-12_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-12_MESE.json
@@ -3,5 +3,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.12"
+	"EchoTime": 0.12
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-13_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-13_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.13"
+	"EchoTime": 0.13
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-14_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-14_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.14"
+	"EchoTime": 0.14
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-15_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-15_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.15"
+	"EchoTime": 0.15
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-16_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-16_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.16"
+	"EchoTime": 0.16
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-17_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-17_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.17"
+	"EchoTime": 0.17
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-18_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-18_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.18"
+	"EchoTime": 0.18
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-19_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-19_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.19"
+	"EchoTime": 0.19
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-20_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-20_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.2"
+	"EchoTime": 0.2
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-21_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-21_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.21"
+	"EchoTime": 0.21
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-22_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-22_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.22"
+	"EchoTime": 0.22
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-23_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-23_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.23"
+	"EchoTime": 0.23
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-24_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-24_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.24"
+	"EchoTime": 0.24
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-25_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-25_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.25"
+	"EchoTime": 0.25
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-26_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-26_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.26"
+	"EchoTime": 0.26
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-27_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-27_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.27"
+	"EchoTime": 0.27
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-28_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-28_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.28"
+	"EchoTime": 0.28
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-29_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-29_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.29"
+	"EchoTime": 0.29
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-30_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-30_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.3"
+	"EchoTime": 0.3
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-31_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-31_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.31"
+	"EchoTime": 0.31
 }
diff --git a/qmri_mese/sub-01/anat/sub-01_echo-32_MESE.json b/qmri_mese/sub-01/anat/sub-01_echo-32_MESE.json
@@ -4,5 +4,5 @@
 	"Manufacturer": "Siemens",
 	"ManufacturerModelName": "TrioTim",
 	"PulseSequenceType": "SE",
-	"EchoTime": "0.32"
+	"EchoTime": 0.32
 }
diff --git a/qmri_mtsat/derivatives/qMRLab/sub-01/anat/sub-01_M0map.json b/qmri_mtsat/derivatives/qMRLab/sub-01/anat/sub-01_M0map.json
@@ -8,7 +8,7 @@
     "Manufacturer": "Siemens",
     "ManufacturerModelName": "TrioTim",
     "PulseSequenceType": "SPGR",
-    "RepetitionTime": "0.028",
+    "RepetitionTime": 0.028,
     "FlipAngle": ["6","6","20"],
     "MTState": [false,false,true],
     "EstimationPaper": "Helms et al. MRM, 2008",