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07/31/2023
Hovering Control of Flapping Wings in Tandem with Multi-Rotors
This work briefly covers our efforts to stabilize the flight dynamics of...
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03/22/2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs
The successes of foundation models such as ChatGPT and AlphaFold have sp...
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01/09/2023
Self-Supervised Time-to-Event Modeling with Structured Medical Records
Time-to-event models (also known as survival models) are used in medicin...
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09/15/2022
Clinical Utility Gains from Incorporating Comorbidity and Geographic Location Information into Risk Estimation Equations for Atherosclerotic Cardiovascular Disease
Objective: There are several efforts to re-learn the 2013 ACC/AHA pooled...
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07/15/2022
Treatment Heterogeneity for Survival Outcomes
Estimation of conditional average treatment effects (CATEs) plays an ess...
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04/23/2022
An Efficient Approach for Optimizing the Cost-effective Individualized Treatment Rule Using Conditional Random Forest
Evidence from observational studies has become increasingly important fo...
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03/24/2022
Calibration Error for Heterogeneous Treatment Effects
Recently, many researchers have advanced data-driven methods for modelin...
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02/03/2022
Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcare
A growing body of work uses the paradigm of algorithmic fairness to fram...
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08/27/2021