Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Бібліографічні деталі
Автори: Shafique, Nadia, Shaheen, Kaynat Bint, Sikder, Zarjis Husain, Dey, Utsho, Swacha, Sharforaz Rahman
Інші автори: Ashraf, Faisal Bin
Формат: Дисертація
Мова:English
Опубліковано: Brac University 2023
Предмети:
Skin cancer
CNN model
BKL
Convolution layer
Accuracy
AUC
MEL
BCC
AKIEC
Deep learning
Dermoscopic data
Convolutional Neural Network
NV DF
ROC curve
F1 score
VASC
Machine learning
Cognitive learning theory
Neural networks (Computer science)
Онлайн доступ:http://hdl.handle.net/10361/21934
Опис
Резюме:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

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