31 citations · 43 across the 7 of their papers we have counts for
3 papers · 1 filter
Development and Evaluation of Ultrasound Image Learning Pipelines for MASLD Risk Stratification
Guangyi Zhang, Xiaohong Wang, Eugene Cheah +4
Metabolic dysfunction-associated steatotic liver disease (MASLD) affects approximately 30% of the general population. Ultrasound-based imaging, including B-mode imaging and shear w…
Ultrasound-Based Prediction of Cirrhosis Decompensation Using Large-Scale Computer Vision Models
Guangyi Zhang, Peiyun Ni, Eugene Cheah +4
Decompensation represents a critical transition in the course of cirrhosis, yet clinicians have limited non-invasive tools to reliably predict its onset. In this study, we propose…
Key-Value Means: Transformers with Expandable Block-Recurrent Compressed Memory
Daniel Goldstein, Navneel Singhal, Eugene Cheah
Recall presents a difficult choice: transformers have a linearly growing memory that slows each successive token, while linear RNNs typically have fixed costs but limited recall. W…