Publications by authors named "Vikalp Kumar Singh"
Article Synopsis
- Haemophilia is an X-linked genetic disorder categorized mainly into types A and B, arising from the deficiency of proteins VIII and IX, with severity influenced by genetic mutations.
- A new study utilized Position-Specific Mutation (PSM) and One-Hot Encoding (OHE) techniques on a dataset of 7784 mutations to predict the severity of Haemophilia 'A'.
- The results indicated that PSM significantly outperformed OHE in both accuracy and efficiency, showing improvements in training/prediction time by up to 98% and enhanced prediction accuracy across various machine learning algorithms.
