The Lancet

Familial confounding and causal inference in child and adolescent neurodevelopment and mental health

Recent announcements by the US Government linking paracetamol use during pregnancy to autism in offspring highlight the risks of misinterpreting observational research to inform policy; this is a ...
Frontiers

Multimodal regulatory genomics for inferring causal gene-regulatory mechanisms

The field of regulatory genomics has evolved rapidly, with increasing complexity in understanding how genes are regulated within the three-dimensional ...
GIGAZINE

This interactive guide explains 'MicroGPT,' a tool that can perform GPT training and inference using only 200 lines of pure Python code.

What kind of model is MicroGPT? MicroGPT aims to generate names that sound like real names by learning statistical patterns from 32,000 names. It uses a dataset of real names such as 'emma,' 'olivia,' ...
Nature

Machine learning articles from across Nature Portfolio

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...
Frontiers

Causal Machine Learning for Treatment Selection and Outcome Optimization in Mood Disorders

Mood disorders represent a major global burden and are characterized by substantial heterogeneity in symptom profiles, treatment response, and clinical ...