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.

Bibliografiska uppgifter
Huvudupphovsmän: Hossain, Mainul, Haque, Shataddru Shyan, Ahmed, Humayun, Mahdi, Hossain Al, Aich, Ankan
Övriga upphovsmän: Reza, Md Tanzim
Materialtyp: Lärdomsprov
Språk:English
Publicerad: Brac University 2022
Ämnen:
Colon Cancer
Deep learning
CNN
Image classification
Whole slide images
Histopathological images
Explainable AI
Optimization algorithms
LIME
Artificial intelligence
Cognitive learning theory (Deep learning)
Länkar:http://hdl.handle.net/10361/16671

Internet

http://hdl.handle.net/10361/16671

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