Chemical research in toxicologyDNA DamageMachine LearningSupport Vector MachineMutationDNA Adducts
Predictive Modeling of DNA Damage Outcomes: Classification of Mutational Determinants Using Augmented Machine Learning Techniques.
Surabhya Balasubramanian, David Dayanidhi, Harini Velmurugan, Kavibharathi Rajkumar, Ravikumar Bhoopalan, Swamiraj Nithiyanantha Vasagam, Vaidyanathan Vaidyanathan Ganesan
Published: 202510.1021/acs.chemrestox.5c00137
Abstract
The mutational outcome of DNA damage as a direct result of constant chemical assault is governed by major factors, including the structure and nature of damage, replication, and repair machinery in vivo. The role of the size of the adduct, adduct-fla…
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