Nature

Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images

Mitochondria are central to cellular energy production and regulation, with their morphology tightly linked to functional performance. Precise analysis of mitochondrial ultrastructure is crucial for ...
Nature

Deep learning-based automated lesion segmentation on mouse stroke magnetic resonance images

Magnetic resonance imaging (MRI) is widely used for ischemic stroke lesion detection in mice. A challenge is that lesion segmentation often relies on manual tracing by trained experts, which is ...
Medscape

New Deep Learning Model Parcellates Brain Using Only dMRI

A novel hierarchical deep learning framework enables direct Desikan-Killiany brain parcellation using only diffusion ...
Medical Device and Diagnostic Industry (MD+DI)

The AI Era: How Deep Learning is Overcoming Data Scarcity in Medical Imaging

AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...