Zhanhe Liu

According to our database, Zhanhe Liu authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Cannulation Skill Assessment Using Functional Data Analysis.

Zhanhe Liu, David B. Hitchcock, Ravikiran B. Singapogu

IEEE J. Biomed. Health Informatics, September, 2023

Relating process and outcome metrics for meaningful and interpretable cannulation skill assessment: A machine learning paradigm.

Zhanhe Liu, Joe Bible, Lydia Petersen, Ziyang Zhang, Prabir Roy-Chaudhury, Ravikiran B. Singapogu

Comput. Methods Programs Biomed., June, 2023

2022

Simulator-Based Metrics for Quantifying Vascular Palpation Skill for Cannulation.

Lydia Petersen, Zhanhe Liu, Joe Bible, Devansh Shukla, Ravikiran B. Singapogu

IEEE Access, 2022

2021

Motion Smoothness Metrics for Cannulation Skill Assessment: What Factors Matter?

Simar Singh, Joe Bible, Zhanhe Liu, Ziyang Zhang, Ravikiran B. Singapogu

Frontiers Robotics AI, 2021

2020

Extracting Subtask-specific Metrics Toward Objective Assessment of Needle Insertion Skill for Hemodialysis Cannulation.

Ziyang Zhang, Zhanhe Liu, Ravikiran B. Singapogu

J. Medical Robotics Res., 2020

A Method for Segmenting the Process of Needle Insertion during Simulated Cannulation using Sensor Data.

Zhanhe Liu, Lydia Petersen, Ziyang Zhang, Ravikiran B. Singapogu

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020