Zhanhe Liu - researchr alias

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Viewing Publication 1 - 6 from 6

2023

Cannulation Skill Assessment Using Functional Data AnalysisZhanhe Liu, David B. Hitchcock, Ravikiran B. Singapogu. titb, 27(9):4512-4523, September 2023. [doi]

Relating process and outcome metrics for meaningful and interpretable cannulation skill assessment: A machine learning paradigmZhanhe Liu, Joe Bible, Lydia Petersen, Ziyang Zhang, Prabir Roy-Chaudhury, Ravikiran B. Singapogu. cmpb, 236:107429, June 2023. [doi]

2022

Simulator-Based Metrics for Quantifying Vascular Palpation Skill for CannulationLydia Petersen, Zhanhe Liu, Joe Bible, Devansh Shukla, Ravikiran B. Singapogu. access, 10:66862-66873, 2022. [doi]

2021

Motion Smoothness Metrics for Cannulation Skill Assessment: What Factors Matter?Simar Singh, Joe Bible, Zhanhe Liu, Ziyang Zhang, Ravikiran B. Singapogu. firai, 8:625003, 2021. [doi]

2020

A Method for Segmenting the Process of Needle Insertion during Simulated Cannulation using Sensor DataZhanhe Liu, Lydia Petersen, Ziyang Zhang, Ravikiran B. Singapogu. embc 2020: 6090-6094 [doi]

Extracting Subtask-specific Metrics Toward Objective Assessment of Needle Insertion Skill for Hemodialysis CannulationZiyang Zhang, Zhanhe Liu, Ravikiran B. Singapogu. jmrr, 4(3-4), 2020. [doi]

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