Nature

Human interpretable structure-property relationships in chemistry using explainable machine learning and large language models

Explainable Artificial Intelligence (XAI) is an emerging field in AI that aims to address the opaque nature of machine learning models. Furthermore, it has been shown that XAI can be used to extract ...
Nature

Explainable machine learning using EMG and accelerometer sensor data quantifies surgical skill and identifies biomarkers of expertise

Technical proficiency in surgery is a critical determinant of patient outcomes and surgical quality. Prior studies have shown that surgeons with superior technical skills achieve significantly lower ...