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.

Bibliografiska uppgifter
Huvudupphovsmän: Al Mamun, Rafsan, Rafin, Gazi Abu, Alam, Adnan, Sefat, MD. Al Imran
Övriga upphovsmän: Bin Ashraf, Faisal
Materialtyp: Lärdomsprov
Språk:en_US
Publicerad: Brac University 2022
Ämnen:
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.
Länkar:http://hdl.handle.net/10361/17172

Internet

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

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