Communications Medicine
A selective open access journal from Nature Portfolio publishing high-quality research, reviews and commentary across all clinical, translational, and public health research fields.
Automated Differentiation of Wide QRS Complex Tachycardia: A Game-Changer in Cardiac Care
Wide QRS complex tachycardia (WCT) is a critical arrhythmia requiring accurate differentiation into ventricular tachycardia (VT) or supraventricular wide complex tachycardia (SWCT). Our machine learning-based algorithms use novel ECG features to enhance diagnostic precision, speed, and reliability.
Unlocking the Power of Deep Learning for Multi-Omic Molecular Profiling: Insights from a Pan-Cancer Study
We investigated the capability of deep learning (DL) for molecular profiling using routine pathology images. Distilling results from over 4,000 biomarkers, we found that DL can establish status of many biomarkers across multiple cancers, indicating its potential for revolutionising patient care.
How machine learning helped us uncover key environmental and clinical risk factors to child health
The environment in which a child grows up affects its development and well-being later in life. These effects do not happen in isolation – whether due to air pollution, exposure to cleaning products, or a family's social capital, they all simultaneously impact a child's health.