Zhanhe Liu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Raw Sensor Data

Machine Learning

Skill Assessment

Top Venues

IEEE J. Biomed. Health Informatics

J. Medical Robotics Res.

Comput. Methods Programs Biomed.

Frontiers Robotics AI

Publications

Zhanhe Liu, Joe Bible, Lydia Petersen, Ziyang Zhang, Prabir Roy-Chaudhury, Ravikiran B. Singapogu
Relating process and outcome metrics for meaningful and interpretable cannulation skill assessment: A machine learning paradigm. Comput. Methods Programs Biomed. 236 (2023)
Zhanhe Liu, David B. Hitchcock, Ravikiran B. Singapogu
Cannulation Skill Assessment Using Functional Data Analysis. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Lydia Petersen, Zhanhe Liu, Joe Bible, Devansh Shukla, Ravikiran B. Singapogu
Simulator-Based Metrics for Quantifying Vascular Palpation Skill for Cannulation. IEEE Access 10 (2022)
Simar Singh, Joe Bible, Zhanhe Liu, Ziyang Zhang, Ravikiran B. Singapogu
Motion Smoothness Metrics for Cannulation Skill Assessment: What Factors Matter? Frontiers Robotics AI 8 (2021)
Zhanhe Liu, Lydia Petersen, Ziyang Zhang, Ravikiran B. Singapogu
A Method for Segmenting the Process of Needle Insertion during Simulated Cannulation using Sensor Data. EMBC (2020)
Ziyang Zhang, Zhanhe Liu, Ravikiran B. Singapogu
Extracting Subtask-specific Metrics Toward Objective Assessment of Needle Insertion Skill for Hemodialysis Cannulation. J. Medical Robotics Res. 4 (3-4) (2020)