Helen Zhou | DeepAI

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Featured Co-authors

Zachary C Lipton
102 publications
David Sontag
75 publications
Sivaraman Balakrishnan
64 publications
Soroush Vosoughi
54 publications
Sercan O. Arik
32 publications
Deb Roy
31 publications
Cheng Cheng
30 publications
George H. Chen
17 publications
Michael Oberst
11 publications
Jeremy C. Weiss
10 publications
Yuwen Chen
4 publications

∙ 08/24/2023

Business Metric-Aware Forecasting for Inventory Management

Time-series forecasts play a critical role in business planning. However...

0 Helen Zhou, et al. ∙

∙ 05/22/2023

Evaluating Model Performance in Medical Datasets Over Time

Machine learning (ML) models deployed in healthcare systems must face da...

0 Helen Zhou, et al. ∙

∙ 11/14/2022

Model Evaluation in Medical Datasets Over Time

Machine learning models deployed in healthcare systems face data drawn f...

0 Helen Zhou, et al. ∙

∙ 11/03/2022

Domain Adaptation under Missingness Shift

Rates of missing data often depend on record-keeping policies and thus m...

0 Helen Zhou, et al. ∙

∙ 08/28/2022

Learning Clinical Concepts for Predicting Risk of Progression to Severe COVID-19

With COVID-19 now pervasive, identification of high-risk individuals is ...

0 Helen Zhou, et al. ∙

∙ 12/09/2020

Unpacking the Drop in COVID-19 Case Fatality Rates: A Study of National and Florida Line-Level Data

Since the COVID-19 pandemic first reached the United States, the case fa...

0 Cheng Cheng, et al. ∙

∙ 06/02/2020

Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist Clinicians with COVID-19 ECMO Planning

Respiratory complications due to coronavirus disease COVID-19 have claim...

17 Helen Zhou, et al. ∙

∙ 06/01/2020

Treatment Policy Learning in Multiobjective Settings with Fully Observed Outcomes

In several medical decision-making problems, such as antibiotic prescrip...

5 Sooraj Boominathan, et al. ∙

∙ 05/17/2016

Enhanced Twitter Sentiment Classification Using Contextual Information

The rise in popularity and ubiquity of Twitter has made sentiment analys...

0 Soroush Vosoughi, et al. ∙

∙ 05/17/2016

Digital Stylometry: Linking Profiles Across Social Networks

There is an ever growing number of users with accounts on multiple socia...

0 Soroush Vosoughi, et al. ∙

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