How Does Machine Learning Help in Early Detection?
ML techniques are employed to analyze medical imaging, such as mammograms, CT scans, and MRIs, to detect early signs of cancer. Algorithms such as convolutional neural networks (CNNs) excel in image recognition tasks and can identify tumors with high accuracy. Early detection significantly increases the chances of successful treatment.