Nature

Deep learning-aided segmentation combined with finite element analysis reveals a more natural biomechanic of dinosaur fossil

Finite element analysis (FEA), a biomechanical simulation technique capable of providing direct mechanical visualization for CT-based digital models, has been extensively applied to fossil image ...
Nature

Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images

Thin-cap fibroatheroma (TCFA) is widely recognized as a prominent risk factor for plaque rupture, a major contributor to acute coronary syndromes (ACS) 1,2. TCFA is typically characterized by the ...
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 ...
pv magazine International

PV fault detection method based on deep learning of aerial images

Conceived an international research group, the proposed model uses the convolutional neural network (CNN) architecture U-Net for image segmentation and the the CNN architecture InceptionV3-Net for ...