3 papers
cs.LG2026
HD3C: Efficient Medical Data Classification for Edge Devices
Jianglan Wei, Zhenyu Zhang, Pengcheng Wang +2
Efficient medical data classification is essential for modern disease screening, particularly in resource-constrained environments where power budgets and computing capabilities ar…
eess.IV2025
End-to-End Deep Learning for Structural Brain Imaging: A Unified Framework
Yao Su, Keqi Han, Mingjie Zeng +5
Brain imaging analysis is fundamental in neuroscience, providing valuable insights into brain structure and function. Traditional workflows follow a sequential pipeline-brain extra…
cs.RO2024
Guiding the Last Centimeter: Novel Anatomy-Aware Probe Servoing for Standardized Imaging Plane Navigation in Robotic Lung Ultrasound
Xihan Ma, Mingjie Zeng, Jeffrey C. Hill +3
Navigating the ultrasound (US) probe to the standardized imaging plane (SIP) for image acquisition is a critical but operator-dependent task in conventional freehand diagnostic US.…