Machine learning-based classification model to differentiate subtypes of invasive breast cancer using MRI

Machine learning-based classification model to differentiate subtypes of invasive breast cancer using MRI

IntroductionBreast cancer is considered one of the most lethal diseases among women worldwide. Invasive Ductal Carcinoma (IDC) and Invasive Lobular Carcinoma (ILC) are the two most prominent subtypes of breast cancer. They differ in epidemiology, molecular alterations, and clinicopathological featur...

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Main Authors: Nadesalingam Paripooranan, Warnakulasuriya Buddhini Nirasha, H. R. P. Perera, Sahan M. Vijithananda, P. Badra Hewavithana, Lahanda Purage Givanthika Sherminie, Mohan L. Jayatilake
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Oncology
Subjects:
machine learning
breast MRI
invasive breast cancer
invasive ductal carcinoma
invasive lobular carcinoma
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1588787/full
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