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)

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 (EMBC, 2022)

Medical Intervention Duration Estimation Using Language-enhanced Transformer Encoder with Medical Prompts. - Yucheng Ruan; Xiang Lan 004; Daniel J. Tan; Hairil Rizal Abdullah; Mengling Feng (CoRR, 2023)

An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction. - Yucheng Ruan; Ling Huang 003; Qianyi Xu; Mengling Feng (BELIEF, 2024)

Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution. - Yucheng Ruan; Xiang Lan 004; Jingying Ma; Yizhi Dong; Kai He 001; Mengling Feng (CoRR, 2024)

PTransformer: A Prompt-Based Multimodal Transformer Architecture For Medical Tabular Data. - Yucheng Ruan; Xiang Lan 004; Daniel J. Tan; Hairil Rizal Abdullah; Mengling Feng (AIME (1), 2025)

A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics. - Kai He 001; Rui Mao 010; Qika Lin; Yucheng Ruan; Xiang Lan 004; Mengling Feng; Erik Cambria (Inf. Fusion, 2025)

Unveiling Physical Semantics of PLC Variables Using Control Invariants. - Zeyu Yang 001; Liang He 002; Yucheng Ruan; Peng Cheng 001; Jiming Chen 001 (IEEE Trans. Dependable Secur. Comput., 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 003; Mengling Feng (CoRR, 2025)

PicaCAN: Reverse Engineering Physical Semantics of Signals in CAN Messages Using Physically-Induced Causalities. - Yucheng Ruan; Chengcheng Zhao; Zeyu Yang 001; Yuanchao Shu; Peng Cheng 001; Jiming Chen 001 (IEEE Trans. Mob. Comput., 2025)