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.

Détails bibliographiques
Auteurs principaux: Al Mamun, Rafsan, Rafin, Gazi Abu, Alam, Adnan, Sefat, MD. Al Imran
Autres auteurs: Bin Ashraf, Faisal
Format: Thèse
Langue:en_US
Publié: Brac University 2022
Sujets:
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.
Accès en ligne:http://hdl.handle.net/10361/17172

Internet

http://hdl.handle.net/10361/17172

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