Published in MDPI, 2026
Benchmarking deep learning models for glioblastoma follow-up MRI analysis.
Recommended citation: Guo, W., & Mirzaei, G. (2026). Timepoint-Specific Benchmarking of Deep Learning Models for Glioblastoma Follow-Up MRI. MDPI, 18(1), 36.
Published in Frontiers in Artificial Intelligence, 2025
A multi-agent reinforcement learning framework for collaborative code correction.
Recommended citation: Yu, J., Wu, Y., Zhan, Y., Guo, W., Xu, Z., & Lee, R. (2025). Co-Learning: Code Learning for Multi-Agent Reinforcement Collaborative Framework with Conversational Natural Language Interfaces. Frontiers in Artificial Intelligence, 8.
Published in arXiv Preprint, 2025
A preprint on futures-market prediction and strategy design under uncertainty.
Recommended citation: Guo, W., Wang, Y., Huang, Z., Zhang, C., & Ma, S. (2025). Trading Under Uncertainty: A Distribution-Based Strategy for Futures Markets Using FutureQuant Transformer. arXiv preprint.
Published in Respiratory Research, 2024
A journal study on machine learning and oversampling for clinical prediction.
Recommended citation: Wang, D., Huang, S., Cao, J., Feng, Z., Jiang, Q., Zhang, W., Chen, J., Liu, C., Liao, W., Zhang, L., Zhu, G., Guo, W., Liu, L., Yang, J., & Li, Q. (2024). A Comprehensive Study on Machine Learning Models Combining with Oversampling for Bronchopulmonary Dysplasia-Associated Pulmonary Hypertension in Very Preterm Infants. Respiratory Research.
Published in The First IEEE International Conference on Medical Artificial Intelligence (IEEE MedAI 2023), 2023
A multi-center retrospective study presented at IEEE MedAI 2023.
Recommended citation: Wang, D., Huang, S., Cao, J., Feng, Z., Jiang, Q., Zhang, W., Chen, J., Liu, C., Liao, W., Zhang, L., Zhu, G., Guo, W., Liu, L., Yang, J., & Li, Q. (2023). A Multivariate Logistic Regression Model with Over Sampling for Bronchopulmonary Dysplasia Associated with Pulmonary Hypertension in Very Preterm Infants: A Multi-center Retrospective Study. IEEE MedAI 2023.
Published in The 2023 International Conference on Machine Learning and Automation (CONF-MLA 2023), 2023
Accepted at the 2023 International Conference on Machine Learning and Automation.
Recommended citation: Guo, W. (2023). Knowledge-enhanced Chain of Thought Named Entity Recognition. Accepted at CONF-MLA 2023.