Search Results for author: Fengyi Gao

Found 3 papers, 1 papers with code

Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning

no code implementations9 May 2024 Fengyi Gao, Xingyu Zhang, Sonish Sivarajkumar, Parker Denny, Bayan Aldhahwani, Shyam Visweswaran, Ryan Shi, William Hogan, Allyn Bove, Yanshan Wang

In this study, we utilized statistical analysis and machine learning methods to examine whether rehabilitation exercises can improve patients post-stroke functional abilities, as well as forecast the improvement in functional abilities.

Large Language Models Vote: Prompting for Rare Disease Identification

2 code implementations24 Aug 2023 David Oniani, Jordan Hilsman, Hang Dong, Fengyi Gao, Shiven Verma, Yanshan Wang

This method achieves improved results to any one model in the ensemble on one-shot rare disease identification and classification tasks.

Few-Shot Learning

Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study

no code implementations22 Mar 2023 Sonish Sivarajkumar, Fengyi Gao, Parker E. Denny, Bayan M. Aldhahwani, Shyam Visweswaran, Allyn Bove, Yanshan Wang

Objective: This study aims to develop and evaluate a variety of NLP algorithms to extract and categorize physical rehabilitation exercise information from the clinical notes of post-stroke patients treated at the University of Pittsburgh Medical Center.

Language Modelling Large Language Model +1

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