A Novel Deep Learning-based Whale Optimization Algorithm for Prediction of Breast Cancer
Poonam Rana, P. K. Gupta, Vineet Sharma
Abstract
HIGHLIGHTS Novel whale optimization algorithm is proposed for prediction of breast cancer. Deep learning-based WOA adjusts the CNN structure as per maximum detection accuracy. Proposed method achieves 92.4% accuracy in comparison to 90.3%. Validity of method is evaluated with magnifying factors like 40x, 100 x, 200x, 400x.
Topics & Concepts
WhaleOptimization algorithmDeep learningArtificial intelligenceComputer scienceBreast cancerAlgorithmPattern recognition (psychology)CancerMathematicsMedicineMathematical optimizationInternal medicineBiologyFisheryInfrared Thermography in MedicineVideo Surveillance and Tracking MethodsAdvanced Chemical Sensor Technologies