Predicting mine water inflow volumes using a decomposition-optimization algorithm-machine learning approach
Change characteristics of water inflowFigure 4a presents the measured data for water inflow volumes at the Gaojiabao mine from 2020 to...
Learning
A personalized mRNA signature for predicting hypertrophic cardiomyopathy applying machine learning methods
Wang, L. et al. Assessment of reversibility in pulmonary hypertension related to congenital heart disease by using biomarkers and clinical...
LoRA-Pro: A Groundbreaking Machine Learning Approach to Bridging the Performance Gap Between Low-Rank Adaptation and Full Fine-Tuning
Parameter-efficient fine-tuning (PEFT) methods have become essential in machine learning. They allow large models to adapt to new tasks without...
AGILE platform: a deep learning powered approach to accelerate LNP development for mRNA delivery
Details of the chemical synthesis for the compound libraries can be found in the Supplementary Information file.Data preparationVirtual libraryWe utilized the...
Estimating infant age from skull X-ray images using deep learning
Data collectionInfants under 12 months of age who underwent plain skull X-rays for head trauma evaluation from January 2010 to December...
Top 10 Machine Learning Algorithms For Beginners: Supervised, and More
In a world where nearly all manual tasks are being automated, the definition of manual is changing. There are now...
