Xiyu Ding

According to our database, Xiyu Ding authored at least 6 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2022

Classifying unstructured electronic consult messages to understand primary care physician specialty information needs.

Xiyu Ding, Michael L. Barnett, Ateev Mehrotra, Delphine S. Tuot, Danielle S. Bitterman, Timothy A. Miller

J. Am. Medical Informatics Assoc., 2022

Assessing the Impact of Social Determinants of Health on Patients with Type II Diabetes.

Xiyu Ding, Akihiko Nishimura, Scott Zeger, Hadi Kharrazi

Proceedings of the AMIA 2022, 2022

2021

Classifying Long Clinical Documents with Pre-trained Transformers.

Xin Su, Timothy Miller, Xiyu Ding, Majid Afshar, Dmitriy Dligach

CoRR, 2021

2020

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.

Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis, Alessandro Vespignani, Mauricio Santillana

CoRR, 2020

Understanding eConsult Triage Behavior with Natural Language Processing.

Xiyu Ding, Michael L. Barnett, Ateev Mehrotra, Timothy A. Miller

Proceedings of the AMIA 2020, 2020

Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries.

Xiyu Ding, Mei-Hua Hall, Timothy Miller

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020