A Novel Heteromorphous Convolutional Neural Network for Automated Assessment of Tumors in Colon and Lung Histopathology Images

A Novel Heteromorphous Convolutional Neural Network for Automated Assessment of Tumors in Colon and Lung Histopathology Images

The automated assessment of tumors in medical image analysis encounters challenges due to the resemblance of colon and lung tumors to non-mitotic nuclei and their heteromorphic characteristics. An accurate assessment of tumor nuclei presence is crucial for determining tumor aggressiveness and gradin...

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Bibliographic Details
Main Authors: Saeed Iqbal, Adnan N. Qureshi, Musaed Alhussein, Khursheed Aurangzeb, Seifedine Kadry
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Biomimetics
Subjects:
bioinspiration
medical image analysis
tumor assessment
convolutional neural network (CNN)
heteromorphous deep CNN
histopathology images
Online Access:https://www.mdpi.com/2313-7673/8/4/370

Internet

https://www.mdpi.com/2313-7673/8/4/370

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