Yucheng Ruan

According to our database, Yucheng Ruan authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Prediction of mortality and resource utilization in critical care: a deep learning approach using multimodal electronic health records with natural language processing techniques.

Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng

CoRR, August, 2025

PicaCAN: Reverse Engineering Physical Semantics of Signals in CAN Messages Using Physically-Induced Causalities.

Yucheng Ruan, Chengcheng Zhao, Zeyu Yang, Yuanchao Shu, Peng Cheng, Jiming Chen

IEEE Trans. Mob. Comput., July, 2025

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

Yucheng Ruan, Daniel J. Tan, See-Kiong Ng, Ling Huang, Mengling Feng

CoRR, January, 2025

Unveiling Physical Semantics of PLC Variables Using Control Invariants.

Zeyu Yang, Liang He, Yucheng Ruan, Peng Cheng, Jiming Chen

IEEE Trans. Dependable Secur. Comput., 2025

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

Kai He, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria

Inf. Fusion, 2025

A Logic-Based Approach to Causal Discovery: Signal Temporal Logic Perspective.

Nasim Baharisangari, Yucheng Ruan, Chengcheng Zhao, Zhe Xu

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

PTransformer: A Prompt-Based Multimodal Transformer Architecture For Medical Tabular Data.

Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

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

Yucheng Ruan, Xiang Lan, Jingying Ma, Yizhi Dong, Kai He, Mengling Feng

CoRR, 2024

An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction.

Yucheng Ruan, Ling Huang, Qianyi Xu, Mengling Feng

Proceedings of the Belief Functions: Theory and Applications, 2024

2023

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

Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng

CoRR, 2023

2022

UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio.

Jiangeng Chang, Yucheng Ruan, Shaoze Cui, John Soong Tshon Yit, Mengling Feng

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.

Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker

BMC Medical Informatics Decis. Mak., 2021