AIMC Topic: Ultrasonic Waves

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Intelligent transformation of ultrasound-assisted novel solvent extraction plant active ingredients: Tools for machine learning and deep learning.

Food chemistry Sep 15, 2025
Ultrasound-assisted novel solvent extraction enhances plant bioactive compound yield via cavitation, mechanical, and thermal mechanisms. However, the high designability of novel solvents, the multiple influence factors for extracting results, the com...
Machine Learning Deep Learning Plant Extracts Plants Solvents Chemical Fractionation Ultrasonic Waves Ultrasonics
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A holistic physics-informed neural network solution for precise destruction of breast tumors using focused ultrasound on a realistic breast model.

Mathematical biosciences and engineering : MBE Oct 18, 2024
This study presented a novel approach for the precise ablation of breast tumors using focused ultrasound (FUS), leveraging a physics-informed neural network (PINN) integrated with a realistic breast model. FUS has shown significant promise in treatin...
Humans Neural Networks, Computer Algorithms Computer Simulation Female Breast Neoplasms Breast Ultrasonic Waves Ultrasonic Therapy Finite Element Analysis Transducers High-Intensity Focused Ultrasound Ablation
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Predicting Calcein Release from Ultrasound-Targeted Liposomes: A Comparative Analysis of Random Forest and Support Vector Machine.

Technology in cancer research & treatment Jan 1, 2024
OBJECTIVE: This study presents a comparative analysis of RF and SVM for predicting calcein release from ultrasound-triggered, targeted liposomes under varied low-frequency ultrasound (LFUS) power densities (6.2, 9, and 10 mW/cm).
Humans Drug Delivery Systems Support Vector Machine Random Forest Drug Liberation Liposomes Ultrasonic Waves Fluoresceins
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