no code implementations • EMNLP (ClinicalNLP) 2020 • Xiyu Ding, Mei-Hua Hall, Timothy Miller
Reducing rates of early hospital readmission has been recognized and identified as a key to improve quality of care and reduce costs.
no code implementations • 14 May 2021 • Xin Su, Timothy Miller, Xiyu Ding, Majid Afshar, Dmitriy Dligach
Automatic phenotyping is a task of identifying cohorts of patients that match a predefined set of criteria.
no code implementations • WS 2020 • Xiyu Ding, Michael Barnett, Ateev Mehrotra, Timothy Miller
Electronic consult (eConsult) systems allow specialists more flexibility to respond to referrals more efficiently, thereby increasing access in under-resourced healthcare settings like safety net systems.
1 code implementation • 8 Apr 2020 • Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana
We present a timely and novel methodology that combines disease estimates from mechanistic models with digital traces, via interpretable machine-learning methodologies, to reliably forecast COVID-19 activity in Chinese provinces in real-time.