Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Detalhes bibliográficos
Principais autores: Al Mamun, Rafsan, Rafin, Gazi Abu, Alam, Adnan, Sefat, MD. Al Imran
Outros Autores: Bin Ashraf, Faisal
Formato: Tese
Idioma:en_US
Publicado em: Brac University 2022
Assuntos:
Breast cancer
Malignant
Benign
Mammogram
CAD model
Convolutional neural network
Convolution layer
Overfitting
MIAS database
Accuracy
Precision
Recall
F1
ROC
Curve
AUC
Neural networks (Computer science)
Early Detection of Cancer > methods.
Acesso em linha:http://hdl.handle.net/10361/17172

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