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Machine learning-based analysis of microfluidic device immobilized C. elegans for automated developmental toxicity testing
Published 2025-01-01“…To address this challenge, we developed a machine-learning (ML)-based image analysis platform using a 2.5D U-Net architecture (vivoBodySeg) that accurately segments C. elegans in images obtained from vivoChip devices, achieving a Dice score of 97.80%. vivoBodySeg processes 36 GB data per device, phenotyping multiple body parameters within 35 min on a desktop PC. …”
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An Interpretable Machine Learning Procedure Which Unravels Hidden Interplanetary Drivers of the Low Latitude Dayside Magnetopause
Published 2023-03-01Subjects: Get full text
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A Fully Automated Adjustment of Ensemble Methods in Machine Learning for Modeling Complex Real Estate Systems
Published 2020-01-01“…The greater availability of information related to housing stock has prompted to the use of so-called big data and machine learning in the estimation of property prices. …”
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Comparison of Machine Learning Classification Methods for Determining the Geographical Origin of Raw Milk Using Vibrational Spectroscopy
Published 2021-01-01“…These findings demonstrate that FT-MIR spectroscopy, combined with machine learning methods, is an efficient and suitable approach to classify the geographical origins of raw milk.…”
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Improving detection of Parkinson’s disease with acoustic feature optimization using particle swarm optimization and machine learning
Published 2025-01-01“…Machine Learning: Science and Technology…”
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Utilization of Machine-Learning-Based model Hybridized with Meta-Heuristic Frameworks for estimation of Unconfined Compressive Strength
Published 2025-01-01“…The current study considers the RBF-based machine learning model, whose parameters have been optimized using two enhanced metaheuristic frameworks: Improved Arithmetic Optimization Algorithm (IAOA) and Flying Foxes Optimization (FFO). …”
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Identification of Plasma Proteins Associated with Alzheimer's Disease Using Feature Selection Techniques and Machine Learning Algorithms
Published 2025-02-01Subjects: Get full text
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Efficient and accurate determination of the degree of substitution of cellulose acetate using ATR-FTIR spectroscopy and machine learning
Published 2025-01-01Subjects: “…Machine learning…”
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Prediction of Solar Wind Speed Through Machine Learning From Extrapolated Solar Coronal Magnetic Field
Published 2024-06-01Get full text
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Perceived MOOC satisfaction: A review mining approach using machine learning and fine-tuned BERTs
Published 2025-06-01Subjects: Get full text
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Prediction of thermal conductivity in CALF-20 with first-principles accuracy via machine learning interatomic potentials
Published 2025-02-01“…Here, we report the thermal transport study of CALF-20 using artificial neural network-based machine learning potentials. We use the Green-Kubo approach based on equilibrium molecular dynamics, with a heat-flux renormalization technique, to determine the thermal conductivity (κ) of CALF-20. …”
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Accelerated and precise skin cancer detection through an enhanced machine learning pipeline for improved diagnostic accuracy
Published 2025-03-01Subjects: “…Machine learning…”
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Identification of WDR74 and TNFRSF12A as biomarkers for early osteoarthritis using machine learning and immunohistochemistry
Published 2025-01-01Subjects: Get full text
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What Is My Plaza for? Implementing a Machine Learning Strategy for Public Events Prediction in the Urban Square
Published 2025-01-01Subjects: Get full text
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