Xiyu Ding

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Machine Learning

Discharge Summaries

Top Venues

J. Am. Medical Informatics Assoc.

ClinicalNLP@EMNLP

Publications

Xiyu Ding, Michael L. Barnett, Ateev Mehrotra, Delphine S. Tuot, Danielle Bitterman, Timothy A. Miller
Classifying unstructured electronic consult messages to understand primary care physician specialty information needs. J. Am. Medical Informatics Assoc. 29 (9) (2022)
Xiyu Ding, Akihiko Nishimura, Scott Zeger, Hadi Kharrazi
Assessing the Impact of Social Determinants of Health on Patients with Type II Diabetes. AMIA (2022)
Xin Su, Timothy Miller, Xiyu Ding, Majid Afshar, Dmitriy Dligach
Classifying Long Clinical Documents with Pre-trained Transformers. CoRR (2021)
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis, Alessandro Vespignani, Mauricio Santillana
A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models. CoRR (2020)
Xiyu Ding, Michael L. Barnett, Ateev Mehrotra, Timothy A. Miller
Understanding eConsult Triage Behavior with Natural Language Processing. AMIA (2020)
Xiyu Ding, Mei-Hua Hall, Timothy Miller
Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries. ClinicalNLP@EMNLP (2020)