Technology Networks

Predictive Modeling for Compound Prioritization

Explore predictive modeling for compound prioritization, including in silico screening, toxicology models, and lead selection ...
Nature

AI-driven virtual cell models in preclinical research: technical pathways, validation mechanisms, and clinical translation potential

AI-driven virtual cell models show the potential to transform the paradigm of life sciences research by integrating multimodal omics data (e.g., single-cell transcriptomics and proteomics) with ...
Nature

RETRACTED ARTICLE: Comparative analysis of heart disease prediction using logistic regression, SVM, KNN, and random forest with cross-validation for improved accuracy

This primary research paper emphasizes cross-validation, where data samples are reshuffled in each iteration to form randomized subsets divided into n folds. This method improves model performance and ...
News Medical

AI models show promise in predicting heart disease risks, but lack validation

In a recent review published in BMC Medicine, scientists evaluate artificial intelligence models (AI-Ms) that predict cardiovascular disease (CVD) risks in general and specific populations while also ...
Forbes

Why Validation In Life Sciences Can No Longer Be A One-Time Event

Dr. Siva Samy is the founder and CEO of ValGenesis, an inventor with 8 patents in digital and AI-based validation, and a Ph.D in Pharma. For decades, validation in life sciences has been treated as a ...