What Are the Benefits of Using Machine Learning in Histology?
1. Increased Accuracy: ML algorithms can achieve high levels of accuracy, often surpassing human experts in some tasks. For example, they can detect subtle changes in tissue that may be indicative of early-stage diseases. 2. Efficiency: Automated analysis of histological images can significantly reduce the time required for diagnosis and research, allowing pathologists to focus on more complex cases. 3. Reproducibility: ML provides consistent results, minimizing the variability associated with human interpretation.
