Author

Eugene Cheah

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Review Open access Sep 2026

User validation of an AI-assisted ultrasound guidance system for rapid vascular access.

OBJECTIVES Vascular cannulation enables life-saving resuscitation in traumatic hemorrhage. The AI-GUIDE-LL is a handheld ultrasound-guided robotic device enabling inexperienced medical providers to obtain femoral vascular access. Device efficacy has been demonstrated in expert-operated porcine models, though performanc...

S. Prakash, Theodore T. Pierce, M. Waugh et al. · European Radiology · 0 citations

Preprint Sep 2026

Development and Evaluation of Ultrasound Image Learning Pipelines for MASLD Risk Stratification

Metabolic dysfunction-associated steatotic liver disease (MASLD) affects approximately 30% of the general population. Ultrasound-based imaging, including B-mode imaging and shear wave elastography (SWE), is widely used for noninvasive fibrosis assessment; however, the role of deep learning-based ultrasound image learni...

Guangyi Zhang, Xiao-Hong Wang, Eugene Cheah et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Ultrasound-Based Prediction of Cirrhosis Decompensation Using Large-Scale Computer Vision Models

This framework integrates automated ultrasound data processing with modern deep learning architectures to identify patients at high risk of decompensation prior to the occurrence of clinical deterioration and may enable earlier, more proactive management of patients with compensated cirrhosis.

Guangxia Zhang, Pei-Yun Ni, Eugene Cheah et al. · 0 citations