（1）获奖情况 [1] 暂无 （2）教学/科研项目 [1]夏攀，国家自然科学基金青年项目（C类），多标签相关引导心电时空学习的心律失常检测方法研究，2026.01-2028.12，30万元，在研，主持 [2]夏攀，云南省科技厅昆明理工大学“双一流”创建联合专项面上项目，面向心律失常智能检测的心电时空信息感知方法研究，2024.12-2027.11，20万元，在研，主持 [3]夏攀，昆明理工大学五层次人才平台建设项目，2024.09-2032.08，80万元，在研，主持 （3）论文 [1]Pan Xia, Zhongrui Bai, ZhenFang*, et al. Advanced Deep Neural Network with Unified Feature-Aware and LabelEmbedding for Multi-Label Arrhythmias Classification[J]. Tsinghua Science andTechnology, 30(3), 1251-1269, 2024. [2]Pan Xia, Hao Zhang, Zhen Fang*, et al.Spatiotemporal 3-D Variations ModelingWith Self-Attention for Multilabel ECGClassification[J], IEEE Sensors Journal, 24(11), 18710-18724, 2024. [3]Pan Xia, Zhengling He, Zhen Fang*, et al. ANovel Multi-Scale 2-D CNN with Weighted Focal Loss for Arrhythmias Detection onVarying-Dimensional ECGs[J]. Physiological Measurement, 2022, 43, 104003. [4]Pan Xia, Dongfang Zhao,Lidong Du*, et al. Predicting Neurological Outcomefor Cardiac Arrest Patients from Long-term EEG Based on Short-Time FourierTransform and 3D Deep Neural Network[C], 2023 Computing in Cardiology, Atlanta,Georgia, USA, 2023, 50, pp. 1-4. [5]Pan Xia, Yicheng Yao,Zhen Fang*, et al. Heart Murmur Detection from Phonocardiogram Basedon Residual Neural Network with Classes Distinguished Focal Loss[C]. 2022Computing in Cardiology, Tampere, Finland, 2022, 48, pp. 1-4. [6]Zijie Zhu,Shuang Qiu,Pan Xia*, et al.Chagas Disease Detection from 12-Lead ECG by Combining Self-Attention Enhanced Residual Networks with Customed Joint Loss[C].2022 Computing in Cardiology,Sao Paulo,Brazil, 2024, Accept.（本科生一作） （4）知识产权 [1] 暂无 （5）专著、教材 [1] 暂无 |
