Yucheng Ruan

Orcid: 0000-0001-6612-6587

According to our database1, Yucheng Ruan authored at least 7 papers between 2021 and 2025.

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Bibliography

2025
Evidence-based multimodal fusion on structured EHRs and free-text notes for ICU outcome prediction.
CoRR, January, 2025

A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics.
Inf. Fusion, 2025

2024
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution.
CoRR, 2024

An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction.
Proceedings of the Belief Functions: Theory and Applications, 2024

2023
Medical Intervention Duration Estimation Using Language-enhanced Transformer Encoder with Medical Prompts.
CoRR, 2023

2022
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Text classification models for the automatic detection of nonmedical prescription medication use from social media.
BMC Medical Informatics Decis. Mak., 2021


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