Automated Quantification of DNA Damage Using Deep Learning and Use of Synthetic Data Generated from Basic Geometric Shapes
Article
Namuduri, S, Mehta, P, Barbe, L et al. (2024). Automated Quantification of DNA Damage Using Deep Learning and Use of Synthetic Data Generated from Basic Geometric Shapes
. 3(1), 10.1149/2754-2726/ad21ea
Namuduri, S, Mehta, P, Barbe, L et al. (2024). Automated Quantification of DNA Damage Using Deep Learning and Use of Synthetic Data Generated from Basic Geometric Shapes
. 3(1), 10.1149/2754-2726/ad21ea
Highlights Synthetic data generated from geometric shapes for data augmentation. Improved R 2 and robustness when applying deep regression to comet assay images. Reduces the manual effort, imbalance in the data and the privacy concerns.
