Xiruo Ding

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Healthcare Providers

Prediction Model

Structured Knowledge

Regression Method

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

William G. La Cava, Paul C. Lee, Imran Ajmal, Xiruo Ding, Priyanka Solanki, Jordana B. Cohen, Jason H. Moore, Daniel S. Herman
A flexible symbolic regression method for constructing interpretable clinical prediction models. npj Digit. Medicine 6 (2023)
Xiruo Ding, Zhecheng Sheng, Brian Hur, Feng Chen, Serguei V. S. Pakhomov, Trevor Cohen
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts. CoRR (2023)
Xiruo Ding, Zhecheng Sheng, Meliha Yetisgen, Serguei Pakhomov, Trevor Cohen
Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes. CoRR (2023)
Hannah A. Burkhardt, Xiruo Ding, Amanda Kerbrat, Katherine Anne Comtois, Trevor Cohen
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction. J. Am. Medical Informatics Assoc. 30 (6) (2023)
YiFan Wu, Justin Mower, Xiruo Ding, Oliver Li, Devika Subramanian, Trevor Cohen
Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings. AMIA (2022)
Xiruo Ding, Kevin Lybarger, Justin Tauscher, Trevor Cohen
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation. NAACL-HLT (Student Research Workshop) (2022)
Xiruo Ding, Justin Mower, Devika Subramanian, Trevor Cohen
Augmenting aer2vec: Enriching distributed representations of adverse event report data with orthographic and lexical information. J. Biomed. Informatics 119 (2021)
Lingjiao Zhang, Xiruo Ding, Yanyuan Ma, Naveen Muthu, Imran Ajmal, Jason H. Moore, Daniel S. Herman, Jinbo Chen
A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients. J. Am. Medical Informatics Assoc. 27 (1) (2020)
Xiruo Ding, Trevor Cohen
Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection. CoRR (2020)
Xiruo Ding, Trevor A. Cohen
Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection. AMIA (2020)
Xiruo Ding, Ziad Gellad, III Chad Mather, Pamela Barth, Eric G. Poon, Mark Newman, Benjamin Alan Goldstein
Designing risk prediction models for ambulatory no-shows across different specialties and clinics. J. Am. Medical Informatics Assoc. 25 (8) (2018)