updated README.md

README.md

@@ -20,19 +20,12 @@ Job L. C. van Susante, Robert Jan Kroeze, Marinus de Kleuver, Bram van Ginneken,
 The data were made publicly available through [Zenodo](https://zenodo.org/records/8009680), an open repository operated by CERN, and posted on 
 [Grand Challenge](https://spider.grand-challenge.org/).
 
-*[**Disclaimer**: I am not affiliated in any way with the aforementioned paper,
-researchers, or organizations. My only contribution is to curate the SPIDER data set
-here on Hugging Face to increase accessibility. While I have taken care to curate the data
-in a way that maintains the integrity of the original data, any findings using this
-particular data set should be validated against the original data provided by the researchers on Zenodo.]*
-
 ## Table of Contents
 
 ## Dataset Description
 
-- **Homepage:**
-- **Repository:**
 - **Paper:** [Lumbar spine segmentation in MR images: a dataset and a public benchmark](https://arxiv.org/abs/2306.12217)
+- **Repository:**[Zenodo](https://zenodo.org/records/8009680)
 
 ### Dataset Summary
 
@@ -50,7 +43,6 @@ changes can be loaded with the corresponding image data.
 ### Data Instances
 
 There are 447 images and corresponding segmentation masks for 218 unique patients.
-...
 
 ### Data Fields
 
@@ -106,7 +98,12 @@ The data have been curated to enable users to load any of the following:
 
 ### Processing Steps
 
-TBD (will include conversion of .mha files to numeric representations)
+Specifics to be determined, but will include:
+
+1. Conversion of .mha files to numeric representations
+2. Linking of segmentation mask numeric representations to image files
+3. Linking of patient and scanner characteristics to image files
+4. Cleaning of patient and scanner characteristics
 
 ## Additional Information
 
@@ -118,4 +115,12 @@ The dataset is published under a CC-BY 4.0 license: https://creativecommons.org/
 
 Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens, Matthieu Rutten, 
 Job L. C. van Susante, Robert Jan Kroeze, Marinus de Kleuver, Bram van Ginneken, Nikolas Lessmann. (2023).
-*Lumbar spine segmentation in MR images: a dataset and a public benchmark.* https://arxiv.org/abs/2306.12217.
+*Lumbar spine segmentation in MR images: a dataset and a public benchmark.* https://arxiv.org/abs/2306.12217.
+
+
+### Disclaimer 
+I am not affiliated in any way with the aforementioned paper,
+researchers, or organizations. My only contribution is to curate the SPIDER data set
+here on Hugging Face to increase accessibility. While I have taken care to curate the data
+in a way that maintains the integrity of the original data, any findings using this
+particular data set should be validated against the original data provided by the researchers on Zenodo.