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- 2026
[j5]Yucheng Ruan, Daniel J. Tan, See-Kiong Ng, Ling Huang, Mengling Feng:
Towards Accurate and Reliable ICU Outcome Prediction: A Multimodal Learning Framework Based on Belief Function Theory using Structured EHRs and Free-Text Notes. J. Heal. Informatics Res. 10(2): 523-564 (2026)- [i7]Yucheng Ruan, Ling Huang, Qika Lin, Kai He, Mengling Feng:
Beyond Semantics: An Evidential Reasoning-Aware Multi-View Learning Framework for Trustworthy Mental Health Prediction. CoRR abs/2605.05121 (2026) - 2025
- [j4]Kai He
, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria:
A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics. Inf. Fusion 118: 102963 (2025) - [j3]Zeyu Yang, Liang He, Yucheng Ruan, Peng Cheng, Jiming Chen:
Unveiling Physical Semantics of PLC Variables Using Control Invariants. IEEE Trans. Dependable Secur. Comput. 22(2): 1400-1417 (2025) - [j2]Yucheng Ruan, Chengcheng Zhao, Zeyu Yang, Yuanchao Shu, Peng Cheng, Jiming Chen:
PicaCAN: Reverse Engineering Physical Semantics of Signals in CAN Messages Using Physically-Induced Causalities. IEEE Trans. Mob. Comput. 24(7): 5871-5887 (2025) - [c4]Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng:
PTransformer: A Prompt-Based Multimodal Transformer Architecture For Medical Tabular Data. AIME (1) 2025: 375-385 - [c3]Nasim Baharisangari, Yucheng Ruan, Chengcheng Zhao, Zhe Xu:
A Logic-Based Approach to Causal Discovery: Signal Temporal Logic Perspective. IJCAI 2025: 4752-4760 - [i6]Yucheng Ruan, Daniel J. Tan, See-Kiong Ng, Ling Huang, Mengling Feng:
Evidence-based multimodal fusion on structured EHRs and free-text notes for ICU outcome prediction. CoRR abs/2501.04389 (2025) - [i5]Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng:
Prediction of mortality and resource utilization in critical care: a deep learning approach using multimodal electronic health records with natural language processing techniques. CoRR abs/2508.20460 (2025) - 2024
- [c2]Yucheng Ruan, Ling Huang, Qianyi Xu, Mengling Feng:
An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction. BELIEF 2024: 78-86 - [i4]Yucheng Ruan, Xiang Lan, Jingying Ma, Yizhi Dong, Kai He, Mengling Feng:
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution. CoRR abs/2408.10548 (2024) - 2023
- [i3]Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng:
Medical Intervention Duration Estimation Using Language-enhanced Transformer Encoder with Medical Prompts. CoRR abs/2303.17408 (2023) - [i2]Kai He, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria:
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics. CoRR abs/2310.05694 (2023) - 2022
- [c1]Jiangeng Chang, Yucheng Ruan, Shaoze Cui, John Soong Tshon Yit, Mengling Feng:
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio. EMBC 2022: 3418-3421 - [i1]Jiangeng Chang, Yucheng Ruan, Shaoze Cui, John Soong Tshon Yit, Mengling Feng:
UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio. CoRR abs/2204.07763 (2022) - 2021
- [j1]Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker:
Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Medical Informatics Decis. Mak. 21(1): 27 (2021)
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