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Publication search results
found 77 matches
- 2024
- Chenxiao Wang, Baichun Hu, Yi Yang, Yihan Wang, Juyue Qin, Xiaolian Wen, Yikuan Li, Hui Li, Yutong Wang, Jian Wang, Yang Liu:
Structural simulation and selective inhibitor discovery study for histone demethylases KDM4E/6B from a computational perspective. Comput. Biol. Chem. 110: 108072 (2024) - Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi:
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5027-5038 (2024) - Ying-Hsuan Wu, Jun-Wei Hsieh, Li Xin, Shin-You Teng, Yi-Kuan Hsieh, Ming-Ching Chang:
Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity. CoRR abs/2403.02363 (2024) - Yikuan Xia, Jiazun Chen, Xinchi Li, Jun Gao:
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching. CoRR abs/2405.04820 (2024) - 2023
- Yikuan Chen, Li Liang, Wei Gao:
Non trust detection of decentralized federated learning based on historical gradient. Eng. Appl. Artif. Intell. 120: 105888 (2023) - Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo:
A comparative study of pretrained language models for long clinical text. J. Am. Medical Informatics Assoc. 30(2): 340-347 (2023) - Hanyin Wang, Yikuan Li, Meghan R. Hutch, Adrienne S. Kline, Sebastian Otero, Leena B. Mithal, Emily S. Miller, Andrew Naidech, Yuan Luo:
Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries. J. Am. Medical Informatics Assoc. 30(5): 923-931 (2023) - Chengsheng Mao, Jie Xu, Luke V. Rasmussen, Yikuan Li, Prakash Adekkanattu, Jennifer A. Pacheco, Borna Bonakdarpour, Robert Vassar, Li Shen, Guoqian Jiang, Fei Wang, Jyotishman Pathak, Yuan Luo:
AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease. J. Biomed. Informatics 144: 104442 (2023) - Yikuan Li, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi:
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records. IEEE J. Biomed. Health Informatics 27(2): 1106-1117 (2023) - Yikuan Chen, Li Liang, Wei Gao:
DFedSN: Decentralized federated learning based on heterogeneous data in social networks. World Wide Web (WWW) 26(5): 2545-2568 (2023) - Zheng Yu, Yikuan Li, Joseph C. Kim, Kaixuan Huang, Yuan Luo, Mengdi Wang:
Deep Reinforcement Learning for Cost-Effective Medical Diagnosis. ICLR 2023 - Sicong Liu, Yaohua Wang, Xin Yikuan, Yingjie Shi, Liu Yi:
Research on Intergenerational Affinity Products Based on Analytic Hierarchy Process. ISCID 2023: 169-172 - Xin Yikuan, Gao Zian, Han Fan, Liu Yi, Yaohua Wang:
Research on Implicit Interaction Applied in Sneaker Laces Design. ISCID 2023: 233-236 - Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo:
A Comparative Study of Pretrained Language Models for Long Clinical Text. CoRR abs/2301.11847 (2023) - Zheng Yu, Yikuan Li, Joseph C. Kim, Kaixuan Huang, Yuan Luo, Mengdi Wang:
Deep Reinforcement Learning for Cost-Effective Medical Diagnosis. CoRR abs/2302.10261 (2023) - Yikuan Li, Chengsheng Mao, Kaixuan Huang, Hanyin Wang, Zheng Yu, Mengdi Wang, Yuan Luo:
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources. CoRR abs/2309.08560 (2023) - Yikuan Li, Hanyin Wang, Halid Ziya Yerebakan, Yoshihisa Shinagawa, Yuan Luo:
Enhancing Health Data Interoperability with Large Language Models: A FHIR Study. CoRR abs/2310.12989 (2023) - Yi-Kuan Hsieh, Jun-Wei Hsieh, Yu-Chee Tseng, Ming-Ching Chang, Li Xin:
Scale-Aware Crowd Count Network with Annotation Error Correction. CoRR abs/2312.16771 (2023) - 2022
- Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo:
Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants. BMC Medical Informatics Decis. Mak. 22(1): 156 (2022) - Adrienne S. Kline, Hanyin Wang, Yikuan Li, Saya R. Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo:
Multimodal machine learning in precision health: A scoping review. npj Digit. Medicine 5 (2022) - Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics 26(7): 3362-3372 (2022) - Yikuan Chen, Li Liang, Wei Gao:
FedADSN: Anomaly detection for social networks under decentralized federated learning. CCCI 2022: 111-117 - Yikuan Chen, Liang Li, Wei Gao:
Domination Based Federated Learning Algorithm. ML4CS (3) 2022: 655-662 - Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo:
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences. CoRR abs/2201.11838 (2022) - Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi:
Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records. CoRR abs/2202.03487 (2022) - Adrienne S. Kline, Hanyin Wang, Yikuan Li, Saya R. Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo:
Multimodal Machine Learning in Precision Health. CoRR abs/2204.04777 (2022) - Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi Khorshidi:
Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning. CoRR abs/2205.07234 (2022) - Hanyin Wang, Meghan R. Hutch, Yikuan Li, Adrienne S. Kline, Sebastian Otero, Leena B. Mithal, Emily S. Miller, Andrew Naidech, Yuan Luo:
Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets. CoRR abs/2207.10641 (2022) - Xun Liu, Alex Hay-Man Ng, Fangyuan Lei, Yikuan Zhang, Zhengmin Li:
GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials. CoRR abs/2209.15454 (2022) - Chengsheng Mao, Jie Xu, Luke V. Rasmussen, Yikuan Li, Prakash Adekkanattu, Jennifer A. Pacheco, Borna Bonakdarpour, Robert Vassar, Guoqian Jiang, Fei Wang, Jyotishman Pathak, Yuan Luo:
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease. CoRR abs/2212.06042 (2022)
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