Publication | Open Access
Design and Implementation of CNN for detecting Melanoma through Image Processing
10
Citations
28
References
2018
Year
Convolutional Neural NetworkEngineeringDiagnosisDermatologyImage AnalysisEarly StagesOncologyPattern RecognitionEarly Days MelanomaRadiologySkin CancerDermoscopic ImageImage ProcessingMedical ImagingMelanomaHistopathologyDermatopathologyMedical Image ComputingDeep LearningComputer VisionCellular Neural NetworkPhotocarcinogenesisMedicineCell Detection
Melanoma is a type of skin cancer which is caused by prolonged exposure to u-v light. Early days melanoma detected through dermoscopy where doctor tries to recognize melanoma based on his experience and assumption. But many cases patient who suffers from melanoma dies because of it not detected early stages. In recent years, several procedures have been proposed to detect and analyze skin cancer. Early stages only skin cancer can be classified as malignant or benign. All proposed methods contribute better values of precision, sensitivity, specificity, and accuracy.
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