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.

Détails bibliographiques
Auteurs principaux: Hossain, Mainul, Haque, Shataddru Shyan, Ahmed, Humayun, Mahdi, Hossain Al, Aich, Ankan
Autres auteurs: Reza, Md Tanzim
Format: Thèse
Langue:English
Publié: Brac University 2022
Sujets:
Colon Cancer
Deep learning
CNN
Image classification
Whole slide images
Histopathological images
Explainable AI
Optimization algorithms
LIME
Artificial intelligence
Cognitive learning theory (Deep learning)
Accès en ligne:http://hdl.handle.net/10361/16671

Internet

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

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