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.

Bibliographische Detailangaben
Hauptverfasser: Al Mamun, Rafsan, Rafin, Gazi Abu, Alam, Adnan, Sefat, MD. Al Imran
Weitere Verfasser: Bin Ashraf, Faisal
Format: Abschlussarbeit
Sprache:en_US
Veröffentlicht: Brac University 2022
Schlagworte:
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.
Online Zugang:http://hdl.handle.net/10361/17172

Online

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

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