Nature

Deep learning-based optimization for accurate multimodal medical image registration

In recent years, there has been a growing need of incorporating more than one image registration methods in medical image processing. This has been because diagnosis and treatment planning made ...
Nature

Estimating full-field displacement in biological images using deep learning

Biological tissues are highly dynamic and motion is critical to their form and function 1. As such, imaging of live samples at high spatiotemporal resolutions and over long term is coming to the fore ...
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 ...
The American Journal of Managed Care

Optimized Deep Learning Model Classifies Smartphone Images of Malignant Skin Lesions

Using clinical images in DL systems may improve skin cancer detection by providing a more inclusive representation of real-world lesions. DenseNet models outperformed others in binary classification, ...