Artificial Intelligence Medical Compendium

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

Showing 48,971 to 48,980 of 224,513 articles

SCMO: a deep learning model integrating the single-cell resolution TME ecosystem and multi-omics for survival prediction in CRC patients.

Journal of translational medicine
BACKGROUND: Colorectal cancer (CRC) remains a leading cause of global cancer mortality, highlighting the need for precise survival prediction to guide clinical decisions. Although tissue-level multi-omics is widely utilized for survival prediction, i... read more 

KeySDL: sparse dictionary learning for keystone microbe identification from steady-state observations using a dynamical-systems model.

BioData mining
BACKGROUND: Identification of microbes with large impacts on their microbial communities, known as keystone microbes, is a topic of long-standing interest in microbiome research. However, many approaches to identify keystone microbes are limited by t... read more 

AI-driven CRISPR screening: optimizing gene editing through automation and intelligent decision support.

Journal of translational medicine
BACKGROUND: CRISPR-based genetic screening has become a central methodology in functional genomics, enabling systematic interrogation of gene function, genetic interactions and context-dependent vulnerabilities at scale. However, the rapid expansion ... read more 

Prognostic models in populations with heart failure: a systematic review and meta-analysis.

Systematic reviews
BACKGROUND: Heart failure (HF) remains a major cause of morbidity and mortality, highlighting the need for reliable prognostic models. This study provides a systematic review and meta-analysis of prognostic models focused on mortality, hospitalizatio... read more