Why is Data Augmentation Important in Cancer Research?
Cancer research often relies on limited datasets due to the difficulty and cost of collecting medical data. These datasets may also suffer from class imbalance, especially for rare types of cancer. Data augmentation helps to mitigate these issues by generating additional data, thereby enhancing the reliability and accuracy of predictive models.
