BIOENGINEER

AI Tooth Segmentation Review Maps a Decade of Deep Learning Progress

A new PRISMA-guided systematic review compiles 72 studies and twelve open datasets to map how deep learning, from U-Net to ...
Nature

Deep Learning Applications in Atrial Image Segmentation

Segmentation of the atrial chambers in medical imaging is fundamental to the diagnosis and management of atrial fibrillation and related cardiac disorders. Deep learning techniques, particularly ...
BIOENGINEER

Deep Learning Framework Classifies and Counts Mineral Grains Without Segmentation Labels

A new deep learning framework segments, classifies and counts microscopic mineral grains with 97.57% accuracy without ...
Nature

Deep Learning for Brain Tumor Image Segmentation

Deep learning has transformed the automatic delineation of brain tumours in magnetic resonance imaging by enabling end-to-end systems that learn rich hierarchical features from raw data. Convolutional ...