Search Results for author: Xiyu Ding

Found 4 papers, 1 papers with code

Classifying Long Clinical Documents with Pre-trained Transformers

no code implementations14 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.

Methods for Extracting Information from Messages from Primary Care Providers to Specialists

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.

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

1 code implementation8 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.

BIG-bench Machine Learning Data Augmentation +1

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