Multimodal foundation models: From specialists to general-purpose assistants

C Li, Z Gan, Z Yang, J Yang, L Li… - … and Trends® in …, 2024 - nowpublishers.com
Neural compression is the application of neural networks and other machine learning
methods to data compression. Recent advances in statistical machine learning have opened …

USFM: A universal ultrasound foundation model generalized to tasks and organs towards label efficient image analysis

J Jiao, J Zhou, X Li, M **a, Y Huang, L Huang… - Medical Image …, 2024 - Elsevier
Inadequate generality across different organs and tasks constrains the application of
ultrasound (US) image analysis methods in smart healthcare. Building a universal US …