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.

מידע ביבליוגרפי
Main Authors: Al Mamun, Rafsan, Rafin, Gazi Abu, Alam, Adnan, Sefat, MD. Al Imran
מחברים אחרים: Bin Ashraf, Faisal
פורמט: Thesis
שפה:en_US
יצא לאור: Brac University 2022
נושאים:
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.
גישה מקוונת:http://hdl.handle.net/10361/17172

אינטרנט

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

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