Predicting groundwater level using traditional and deep machine learning algorithms
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Environmental Science"
DOI: 10.3389/fenvs.2024.1291327
Abstract: This research aims to evaluate various traditional or deep machine learning algorithms for the prediction of groundwater level (GWL) using three key input variables specific to Izeh City in the Khuzestan province of Iran: groundwater… read more here.
Keywords: groundwater level; traditional deep; machine learning; machine ... See more keywords
Comparative Analysis of Foundational, Advanced, and Traditional Deep Learning Models for Hyperpolarized Gas MRI Lung Segmentation: Robust Performance in Data-Constrained Scenarios
Sign Up to like & getrecommendations! Published in 2025 at "Bioengineering"
DOI: 10.3390/bioengineering12101062
Abstract: This study investigates the comparative performance of foundational models, advanced large-kernel architectures, and traditional deep learning approaches for hyperpolarized gas MRI segmentation across progressive data reduction scenarios. Chronic obstructive pulmonary disease (COPD) remains a leading… read more here.
Keywords: deep learning; mri; traditional deep; gas mri ... See more keywords