Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey Q Lin, Y Zhu, X Mei, L Huang, J Ma, K He, Z Peng, E Cambria, M Feng Information Fusion, 102795, 2024 | 10 | 2024 |
Deep learning with information fusion and model interpretation for long-term prenatal fetal heart rate data Z Lin, X Liu, N Wang, R Li, Q Liu, J Ma, L Wang, Y Wang, S Hong npj Women's Health 2 (1), 31, 2024 | 3* | 2024 |
Language modeling on tabular data: A survey of foundations, techniques and evolution Y Ruan, X Lan, J Ma, Y Dong, K He, M Feng arXiv preprint arXiv:2408.10548, 2024 | 3 | 2024 |
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models Q Lin, T Zhao, K He, Z Peng, F Xu, L Huang, J Ma, M Feng arXiv preprint arXiv:2501.18119, 2025 | 1 | 2025 |
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging J Ma, Q Lin, Z Jia, M Feng arXiv preprint arXiv:2408.11884, 2024 | 1 | 2024 |
Signal Quality Index for the fetal heart rates: Development and improvements for fetal monitoring J Wang, J Ma, S Hong, C Zhang, J Wang, L Zhang, X Liu, R Bai, X Dong, ... Expert Systems with Applications 213, 119244, 2023 | 1 | 2023 |
Development and Validation of a Dynamic Kidney Failure Prediction Model based on Deep Learning: A Real-World Study with External Validation J Ma, J Wang, L Lu, Y Sun, M Feng, P Shen, Z Jiang, S Hong, L Zhang arXiv preprint arXiv:2501.16388, 2025 | | 2025 |