Nature

A novel dual-dimensional contrastive self-supervised learning-based framework for rolling bearing remaining useful life prediction

Accurate bearing remaining useful life (RUL) can effectively ensure the safe operation of equipment and enhance production efficiency. Despite the widespread application of deep learning-based ...
Nature

Deep learning-based virtual staining, segmentation, and classification in label-free photoacoustic histology of human specimens

In pathological diagnostics, histological images highlight the oncological features of excised specimens, but they require laborious and costly staining procedures. Despite recent innovations in label ...