What Role Does Machine Learning Play in Diagnosis?
ML models can assist in diagnosing cancer by analyzing histopathological images, genetic data, and other biomarkers. These models can differentiate between benign and malignant cells with high precision, reducing the likelihood of false positives and negatives. For example, support vector machines (SVMs) and random forests are commonly used for classification tasks in cancer diagnosis.
