Histopathological Gastric Cancer Detection on GasHisSDB Dataset Using Deep Ensemble Learning

Histopathological Gastric Cancer Detection on GasHisSDB Dataset Using Deep Ensemble Learning

Gastric cancer is a leading cause of cancer-related deaths worldwide, underscoring the need for early detection to improve patient survival rates. The current clinical gold standard for detection is histopathological image analysis, but this process is manual, laborious, and time-consuming. As a res...

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Bibliographic Details
Main Authors: Ming Ping Yong, Yan Chai Hum, Khin Wee Lai, Ying Loong Lee, Choon-Hian Goh, Wun-She Yap, Yee Kai Tee
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Diagnostics
Subjects:
histopathology
gastric cancer
deep learning
convolutional neural network
transfer learning
ensemble model
Online Access:https://www.mdpi.com/2075-4418/13/10/1793

Internet

https://www.mdpi.com/2075-4418/13/10/1793

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