胡芳 - 全部代表性成果
项目
- 湖北省科学技术厅，中草药药效的智能评估算法大模型研究，项目负责人
- 湖北省教育厅，中医药大数据处理技术与应用，项目负责人
- 湖北省科学技术厅，基于图深度学习的名老中医“健脾和胃，滋阴养血”证治胃肠病用药规律及应用研究
- 湖北省科学技术厅，基于复杂网络的失眠中医证治规律研究，项目负责人
论文
- Hierarchical Attention-Driven Multimodal Local to Global Learning Framework for Enhanced Drug-Target Interaction Prediction, Expert Systems with Applications, 2026.
- FEMTL-DR: A feature-enhanced multi-task learning model for flexible drug recommendation, Neurocomputing, 2026.
- SPD-IRSCL: Semi-supervised Polyp Detection via Target-Aware Image Reinforcement Strategy and Dual-Branch Contrastive Learning, Signal, Image and Video Processing, 2025.
- LFEN: A Language Feature Enhanced Network for Scene Text Recognition, Cognitive Robotics, 2025.
- CL-MFTD: Enhanced Feature Representation with Contrastive Learning and Multiscale Filter for Tumor Detection, 2025 International Wireless Communications and Mobile Computing (IWCMC), 2025.
- An interpretable machine learning model based on optimal feature selection for identifying CT abnormalities in patients with mild traumatic brain injury, eClinicalMedicine, 2025.
- Federated Learning-Based Traffic Flow Prediction Model in Intelligent Transportation Systems, Journal of Circuits, Systems and Computers, 2025.
- NADG-GAM: Neighbor Aggregation-based Neurological Disease-Gene Identification via Optimal Generative Adjacency Matrix, Applied Soft Computing, 2025.
- Multimodal Feature Fusion-Based Node Representation Learning for Drug-Drug Interaction Prediction, 2024 4th International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI), 2024.
- Privacy-Preserving Healthcare and Medical Data Collaboration Service System Based on Blockchain and Federated Learning, Computers, Materials & Continua, 2024.
- RBF-SC: A Fast Community Detection Technique Using Radial Basis Functions, Science and Information Conference, 2024.
- SCOREH+: A High-Order Node Proximity Spectral Clustering on Ratios-of-Eigenvectors Algorithm for Community Detection, IEEE Transactions on Big Data, 2024.
- Feature aggregation-based multi-relational knowledge reasoning for COPD intelligent diagnosis, Computers and Electrical Engineering, 2024.
- SimCLR-inception: an image representation learning and recognition model for robot vision, Asian conference on pattern recognition, 2023.
- A network slicing algorithm for cloud-edge collaboration hybrid computing in 5G and beyond networks, Computers and Electrical Engineering, 2023.
- Blockchain-Based Healthcare and Medicine Data Sharing and Service System, Blockchain and Trustworthy Systems, 2022.
- Graph-based medicine embedding learning via multiple attentions, Computers and Electrical Engineering, 2022.
- Conflict-based search with D* lite algorithm for robot path planning in unknown dynamic environments, Computers and Electrical Engineering, 2022.
- IoT-based Epidemic Monitoring via Improved Gated Recurrent Unit Model, IEEE Sensors Journal, 2022.
- An Improved Heterogeneous Graph Convolutional Network for Inter-relational Medicine Representation Learning, IEEE Multimedia, 2022.
- A Robotic Vision Model via Xception and Light Gradient Boosting Machine, 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), 2021.
- An analysis model of diagnosis and treatment for COVID-19 pandemic based on medical information fusion, Information Fusion, 2021.
专利
- 基于图神经网络的疾病基因的预测方法及装置
- 基于多阶邻居信息融合的节点表示学习与社团划分方法
- 一种基于多模态数据融合的药物相互作用预测方法及装置
- 一种基于隐私保护及最优选择策略的目标检测方法及系统
- A TARGET DETECTION METHOD AND SYSTEM BASED ON PRIVACY PROTECTION AND OPTIMAL SELECTION STRATEGY, Nederland
著作与教材
- 胡芳，主编，AI与智能医疗，清华大学出版社，2025.12
- 胡芳，主编，中医临床数据结构化与知识关联方法学概论，中国中医药出版社，2022
- 胡芳，副主编，肥胖中医药干预技术及临床运用精粹，中国医药科技出版社，2021.8
- 胡芳，副主编，中医药卫生经济学，中国中医药出版社，2018.8
- 胡芳，副主编，中医医院信息系统规划与设计，中国中医药出版社，2013.8
软件著作权
- 罕见药源
- 健康胃士
- 稀药录
- 医脑通
- TCM生信
- 中医目诊
- 体善堂
- 医岁集中医古籍阅读检索平台
- 中医通
- 天使之家-儿童中医药健康服务平台
- 百药集软件
- 岐黄之术一中医养生管家软件
- 显而易健—传统健身功法平台
- 养生苑—中医养生服务平台
- 穴益生—穴位保健软件
- 中医体质采集检测平台
- 糖友之家平台
- 中医绿皮书软件
- 健康汇
- 舌尖上的药膳平台
- 寻草问药
- 医贯中西平台
- 医药网络辩论平台
- 本草养颜平台
- 中医美容养身软件
- 中医助手软件
- 中医健康管理软件
- 中草药辨识系统
