Impact of diagnosis code grouping method on clinical prediction model performance: A multi-site retrospective observational study. - Aman Kansal; Michael Gao; Suresh Balu; Marshall Nichols; Kristin Corey; Sehj Kashyap; Mark P. Sendak (Int. J. Medical Informatics, 2021)

Development and Validation of ML-DQA - a Machine Learning Data Quality Assurance Framework for Healthcare. - Mark P. Sendak; Gaurav Sirdeshmukh; Timothy Ochoa; Hayley Premo; Linda Tang; Kira Niederhoffer; Sarah Reed; Kaivalya Deshpande; Emily Sterrett; Melissa Bauer; Laurie Snyder; Afreen Shariff; et al. (MLHC, 2022)