Data supporting the University of Southampton Doctoral Thesis "Integration of health informatics: ‘big data’ for clinical translation in inflammatory bowel disease".
Data supporting the University of Southampton Doctoral Thesis "Integration of health informatics: ‘big data’ for clinical translation in inflammatory bowel disease".
Data supporting the University of Southampton Doctoral Thesis "Integration of health informatics: ‘big data’ for clinical translation in inflammatory bowel disease".
The data is a supplementary information. This supplementary data predominantly consists of computational script that enable the reproducibility of genomic data processing, and the generation of machine learning models discussed throughout the thesis. Supplementary files are zipped in folders according to the chapter they are used in, aside from the folder "gene panels and lists", as these text files are used in multiple chapters in the thesis. These zipped folders are as follows:
- chapter 3 genomic data processing
- chapter 4 machine learning scripts
- chapters 5 and 6 scripts qc stricturing genes
- chapter 7 supplementary information
- gene panels and lists
Related Funders:
Institute for Life Sciences,
National Institute for Health Research Biomedical Research Centre Southampton
Machine Learning, Genomics, Inflammatory Bowel Disease
University of Southampton
Stafford, Imogen Sian
50987dc1-3772-408f-9093-9124f3d6b2cd
Stafford, Imogen Sian
50987dc1-3772-408f-9093-9124f3d6b2cd
Stafford, Imogen Sian
(2023)
Data supporting the University of Southampton Doctoral Thesis "Integration of health informatics: ‘big data’ for clinical translation in inflammatory bowel disease".
University of Southampton
doi:10.5258/SOTON/D2655
[Dataset]
Abstract
Data supporting the University of Southampton Doctoral Thesis "Integration of health informatics: ‘big data’ for clinical translation in inflammatory bowel disease".
The data is a supplementary information. This supplementary data predominantly consists of computational script that enable the reproducibility of genomic data processing, and the generation of machine learning models discussed throughout the thesis. Supplementary files are zipped in folders according to the chapter they are used in, aside from the folder "gene panels and lists", as these text files are used in multiple chapters in the thesis. These zipped folders are as follows:
- chapter 3 genomic data processing
- chapter 4 machine learning scripts
- chapters 5 and 6 scripts qc stricturing genes
- chapter 7 supplementary information
- gene panels and lists
Related Funders:
Institute for Life Sciences,
National Institute for Health Research Biomedical Research Centre Southampton
Archive
ch4_machine_learning_scripts.zip
- Workflow
Archive
ch3_genomic_data_processing.zip
- Workflow
Archive
ch7_supplementary.zip
- Other
Archive
gene_panels_and_lists.zip
- Text
Archive
ch5_6_scripts_qc_stricturing_genes.zip
- Other
Text
isstafford_thesis_supporting_data_readme.txt
- Text
Show all 6 downloads.
More information
Published date: September 2023
Keywords:
Machine Learning, Genomics, Inflammatory Bowel Disease
Identifiers
Local EPrints ID: 482299
URI: http://eprints.soton.ac.uk/id/eprint/482299
PURE UUID: 44ed52ed-bdb3-48a2-b28c-23394815c0bd
Catalogue record
Date deposited: 26 Sep 2023 16:39
Last modified: 28 Sep 2023 01:54
Export record
Altmetrics
Contributors
Creator:
Imogen Sian Stafford
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics