A Novel Coupled Reaction-Diffusion System for Explainable Gene Expression Profiling

A Novel Coupled Reaction-Diffusion System for Explainable Gene Expression Profiling

Machine learning (ML)-based algorithms are playing an important role in cancer diagnosis and are increasingly being used to aid clinical decision-making. However, these commonly operate as ‘black boxes’ and it is unclear how decisions are derived. Recently, techniques have been applied to help us un...

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Bibliographic Details
Main Authors: Muhamed Wael Farouq, Wadii Boulila, Zain Hussain, Asrar Rashid, Moiz Shah, Sajid Hussain, Nathan Ng, Dominic Ng, Haris Hanif, Mohamad Guftar Shaikh, Aziz Sheikh, Amir Hussain
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
gene expression
diffusion equation
coupled reaction PDE
non-small cell lung cancer
explainable machine learning
Online Access:https://www.mdpi.com/1424-8220/21/6/2190

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