Supplementary data for the thesis "Development and Validation of Explainable Machine-Learning Prediction Systems: A Study of Biomedical and Clinical Data"
dataset
posted on 2024-07-18, 01:52authored byYui Lun Ng
<p>The files contain the dataset for the thesis "Development and Validation of Explainable Machine-Learning Prediction Systems: A Study of Biomedical and Clinical Data".</p>
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<p>Chapter 3 includes a patient dataset with CDI (Clostridioides difficile infection) admissions from 2009-2014 in Hong Kong.</p>
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<p>Chapter 4 includes a list of protein structure data derived from UniProt (www.uniprot.org) (release 2021_03) and their corresponding enzyme functions. The protein structure data file can be downloaded from the open-source database Protein Data Bank (www.rcsb.org). Additionally, a list of AlphaFold 2 predicted structures is also included, and the structural data can be downloaded from www.alphafold.com.</p>
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<p>Chapter 5 contains a list of PDB structures derived from UniProt (release 2023_01).</p>