Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 28,511 to 28,520 of 219,260 articles

Full-DIA enables complete single-cell proteomics from diaPASEF using deep learning.

Genome biology
diaPASEF improves ion utilization and sensitivity by synchronizing quadrupole isolation with trapped ion mobility separation, making it suitable for single-cell proteomics. We present Full-DIA, a deep learning-driven software that enhances proteome c... read more 

To include or not to include? A prescription from the pharmacy on how to use active learning-assisted screening in systematic reviews.

Systematic reviews
BACKGROUND: Systematic reviews are essential for evidence-based decision-making, but the screening stage is often labor-intensive and susceptible to human error. Machine learning (ML) approaches, including active learning (AL), have increasingly been... read more 

Early prediction of gestational diabetes mellitus with clinical characteristics, cell-free DNA and genetic variants.

Journal of translational medicine
BACKGROUND: Gestational diabetes mellitus (GDM) remains a prevalent and heterogeneous pregnancy complication with limited strategies for early identification. We aimed to investigate efficient approaches for early prediction of GDM with clinical and ... read more 

Generalizable deep-learning-based mRNA-protein interaction prediction strongly depends on protein diversity.

Journal of cheminformatics
BACKGROUND: Proteins regulate diverse biological processes through interactions with other molecules, including RNAs. RNA-binding proteins (RBPs) are essential regulators of gene expression, forming specific mRNA-protein interactions (mRPIs) that inf... read more