Nature

Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans

The application of machine learning to tasks involving volumetric biomedical imaging is constrained by the limited availability of annotated datasets of three-dimensional (3D) scans for model training ...
Nature

Prediction of dynamic strength index (DSI) using one low-cost 2D video camera: a machine learning approach

This study examined whether a low-cost, two-dimensional (2D) video camera combined with supervised machine learning (ML) models could accurately predict the Dynamic Strength Index (DSI), a key ...