Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Detalles Bibliográficos
Autores principales: Hossain, Mainul, Haque, Shataddru Shyan, Ahmed, Humayun, Mahdi, Hossain Al, Aich, Ankan
Otros Autores: Reza, Md Tanzim
Formato: Tesis
Lenguaje:English
Publicado: Brac University 2022
Materias:
Colon Cancer
Deep learning
CNN
Image classification
Whole slide images
Histopathological images
Explainable AI
Optimization algorithms
LIME
Artificial intelligence
Cognitive learning theory (Deep learning)
Acceso en línea:http://hdl.handle.net/10361/16671

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