Jinghao Niu

Chinese Academy of Sciences — China

Computer Science · Physical Sciences

7h-index316citations16works2.52yr avg
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Research Topics

Topic Modeling(6), Machine Learning in Healthcare(6), Biomedical Text Mining and Ontologies(4), Anomaly Detection Techniques and Applications(3), Text and Document Classification Technologies(3)

Publications16 total

CTMEG: A continuous-time medical event generation model for clinical prediction of long-term disease progression
Neurocomputing·2025
Guideline-driven clinical decision support for colonoscopy patients using the hierarchical multi-label deep learning method
Chinese Medical Journal·2025Open Access
RTGN: Robust Traditional Chinese Medicine Graph Networks for Patient Similarity Learning
IEEE Journal of Biomedical and Health Informatics·2024· 2 cited
Multimodal fusion network for ICU patient outcome prediction
Neural Networks·2024· 5 cited
Semi-Supervised Graph Structure Learning via Dual Reinforcement of Label and Prior Structure
IEEE Transactions on Cybernetics·2024· 4 cited
XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior Recognition on Medical Personal Protective Equipment
IEEE Transactions on Circuits and Systems for Video Technology·2024· 4 cited
A cross-modal clinical prediction system for intensive care unit patient outcome
Knowledge-Based Systems·2023· 13 cited
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation
Artificial Intelligence in Medicine·2023· 18 cited
Discriminative structure learning of sum–product networks for data stream classification
Neural Networks·2019· 4 cited
Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective Convolutional Neural Networks
IEEE Journal of Biomedical and Health Informatics·2019· 139 cited
A Deep Learning Method for Heartbeat Detection in ECG Image
Lecture notes in electrical engineering·2019· 6 cited
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering
IEEE Transactions on Knowledge and Data Engineering·2019· 36 cited
Improving short-text representation in convolutional networks by dependency parsing
Knowledge and Information Systems·2018· 10 cited
Enhancing Knowledge Graph Completion with Positive Unlabeled Learning
2018· 4 cited
Multi-task Character-Level Attentional Networks for Medical Concept Normalization
Neural Processing Letters·2018· 54 cited
Comparative analysis of statistical models in rainfall prediction
2015· 17 cited

Frequent Co-authors

Wensheng Zhang(13), Xuebing Yang(5), Mengxuan Sun(5), Zhengya Sun(4), Yongqiang Tang(3), Yifan Gu(3), Chutong Wang(3), Siheng Zhang(2), Jiaxi Liu(2), Yehui Yang(1), Yuan Xie(1), Wei Zhang(1), Zewen He(1), Junhong Ren(1), Yajun Shi(1), Ruiwen Yuan(1), Yajing Wu(1), Cheng‐Lin Liu(1), Wensheng Zhang(1), Weifeng Li(1)