A Method for Segmenting the Process of Needle Insertion during Simulated Cannulation using Sensor Data. - Zhanhe Liu; Lydia Petersen; Ziyang Zhang; Ravikiran B. Singapogu (EMBC, 2020)

Simulator-Based Metrics for Quantifying Vascular Palpation Skill for Cannulation. - Lydia Petersen; Zhanhe Liu; Joe Bible; Devansh Shukla; Ravikiran B. Singapogu (IEEE Access, 2022)

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., 2023)

Automated phenotyping of mild cognitive impairment and Alzheimer's disease and related dementias using electronic health records. - Ruoqi Wei; Stephanie S. Buss; Rebecca Milde; Marta Fernandes; Daniel Sumsion; Elijah Davis; Wan-Yee Kong; Yiwen Xiong; Jet Veltink; Samvrit Rao; Tara M. Westover; Lydia Petersen; et al. (Int. J. Medical Informatics, 2025)