Thyroid Cancer Detection using Deep Learning

Abstract: This research paper aims to detect thyroid cancer using ultrasound image of the thyroid. This is done by using CNN model of deep learning to classify whether the cancer is benign or malignant. This model uses image processing by deep learning using which we are measuring accuracy and loss values of convolutional neural network model and the performance of the algorithm is evaluated by accuracy score, loss and mean accuracy. Finally, we selected the K-fold cross-validation for cross-checking and better accuracy.

Keywords: Thyroid cancer, Deep learning, CNN, K-fold