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 ...
Nature

Advanced finite segmentation model with hybrid classifier learning for high-precision brain tumor delineation in PET imaging

Brain tumor segmentation plays a crucial role in clinical diagnostics and treatment planning, yet accurate and efficient segmentation remains a significant challenge due to complex tumor structures ...
Nature

Deep Learning Methods in Lung CT Image Segmentation

Deep learning has transformed the segmentation of lung structures in computed tomography by enabling fully automated delineation of lung parenchyma, airways and lobes with high accuracy and efficiency ...
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 ...
SiliconANGLE

Meta’s new image segmentation models can identify objects and people and reconstruct them in 3D

Meta Platforms Inc. today is expanding its suite of open-source Segment Anything computer vision models with the release of SAM 3 and SAM 3D, introducing enhanced object recognition and ...
Technology Networks

AI Applications in Phenotypic Screening

Explore how AI phenotypic screening transforms image-based drug discovery through advanced phenotypic data analysis and ...