Linear regressive weighted Gaussian kernel liquid neural network for brain tumor disease prediction using time series data

Linear regressive weighted Gaussian kernel liquid neural network for brain tumor disease prediction using time series data

Abstract A brain tumor is an abnormal growth of cells within the brain or surrounding tissues, which can be either benign or malignant. Brain tumors develop in various regions of the brain, each affecting different functions such as movement, speech, and vision, depending on their location. Early pr...

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Bibliographic Details
Main Authors: Firoz Khan, Sardar Irfanullah Amanullah, Shitharth Selvarajan
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Big data
Brain tumor disease prediction
Linear regression
Generalized extreme studentized deviation test
Cosine congruence weighted majority algorithm
Gaussian kernelized liquid neural network
Online Access:https://doi.org/10.1038/s41598-025-89249-w
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