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.

Xehetasun bibliografikoak
Egile Nagusiak: Hossain, Mainul, Haque, Shataddru Shyan, Ahmed, Humayun, Mahdi, Hossain Al, Aich, Ankan
Beste egile batzuk: Reza, Md Tanzim
Formatua: Thesis
Hizkuntza:English
Argitaratua: Brac University 2022
Gaiak:
Colon Cancer
Deep learning
CNN
Image classification
Whole slide images
Histopathological images
Explainable AI
Optimization algorithms
LIME
Artificial intelligence
Cognitive learning theory (Deep learning)
Sarrera elektronikoa:http://hdl.handle.net/10361/16671
Deskribapena
Gaia:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

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