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医学人工智能、医学信息学、肺癌全流程临床决策支持
研究方向 1：肺癌术前淋巴结转移预测
研究方向 2：肺癌术后预后预测
研究方向 3：基于循证医学证据的多层级治疗方案推荐
研究方向 4：多学科会诊临床决策支持系统研发
- Danqing Hu.Predicting Lymph Node Metastasis of Lung Cancer: A Two-stage Multimodal Data Fus.2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).2024
- Hui Su.TGMT: A Terminology-Guided Multi-Task Approach for Lung Cancer CT Report Generat.2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).2024
- Danqing Hu.KAMLN: A Knowledge-aware Multi-label Network for Lung Cancer Complication Predic.2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).2024
- Danqing Hu.Zero-shot information extraction from radiological reports using ChatGPT.International Journal of Medical Informatics.2024,183
- Danqing Hu.A Hierarchy-driven Multi-label Network with Label Constraints for Post-operative.2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).2023
- Danqing Hu.A multi-modal heterogeneous graph forest to predict lymph node metastasis of non.IEEE Journal of Biomedical and Health Informatics.2023,27(3)
- Danqing Hu.A Deep Multi-Task Network to Learn Tumor Pathological Representations for Lymph .Studies in Health Technology and Informatics.2024
- Hui Chen.Automatic Extraction of Genomic Variants for Locating Precision Oncology Clinica.China Health Information Processing Conference.2022:109-123
- Danqing Hu.An ensemble learning with active sampling to predict the prognosis of postoperat.BMC Medical Informatics and Decision Making.2022,22(1):245
- Danqing Hu.Using Natural Language Processing and Machine Learning to Preoperatively Predict.JMIR Medical Informatics.2022,10(4)
- 基于多轮问答的 CT 影像报告信息抽取方法、装置、计算机设备和存储介质
- 非小细胞肺癌集成预后预测模型及其构建方法、装置和应用
- 一种多模态图森林的肺癌淋巴结转移辅助诊断系统
- 一种伪标签演变趋势正则的预后预测装置
- 一种集成自适应相似患者图的疾病预测装置
- 一种层级聚类约束的多标签细粒度术后并发症预测装置
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