Explainable breast cancer detection from Histopathology images using transfer learning and XAI

Explainable breast cancer detection from Histopathology images using transfer learning and XAI

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliografiske detaljer
Main Authors: Farabi, Farhan, Hossen, Farhan, Monsur, Farhan, Hossain, Mir Araf, Hasan, Md. Mohibul
Andre forfattere: Rabiul Alam, Dr. Md. Golam
Format: Thesis
Sprog:English
Udgivet: Brac University 2023
Fag:
AdaBoost
Decision tree,
Grad-CAM
MobileNetV2
Random forest
ResNet50V2
VGG19
XGBoost
Machine learning
Cognitive learning theory (Deep learning)
Neural networks (Computer science)
Image processing > Digital techniques.
Online adgang:http://hdl.handle.net/10361/19951
Beskrivelse
Summary:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

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