Shijia Geng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Topics

Atrial Fibrillation

Top Venues

Biomed. Signal Process. Control.

BMC Medical Informatics Decis. Mak.

Publications

Chenyang Xu, Xin Li, Xinyue Zhang, Ruilin Wu, Yuxi Zhou, Qinghao Zhao, Yong Zhang, Shijia Geng, Yue Gu, Shenda Hong
Cardiac murmur grading and risk analysis of cardiac diseases based on adaptable heterogeneous-modality multi-task learning. Health Inf. Sci. Syst. 12 (1) (2024)
Wenrui Zhang, Xinxin Di, Guodong Wei, Shijia Geng, Zhaoji Fu, Shenda Hong
Cardiac arrhythmia classification with rejection of ECG recordings based on uncertainty estimation from deep neural networks. Neural Comput. Appl. 36 (8) (2024)
Guangkun Nie, Jiabao Zhu, Gongzheng Tang, Deyun Zhang, Shijia Geng, Qinghao Zhao, Shenda Hong
A Review of Deep Learning Methods for Photoplethysmography Data. CoRR (2024)
Songchi Zhou, Shijia Geng, Jun Li, Deyun Zhang, Ziqian Xie, Chuandong Cheng, Shenda Hong
Less is More: Reducing Overfitting in Deep Learning for EEG Classification. CinC (2023)
Deyun Zhang, Shijia Geng, Yang Zhou, Weilun Xu, Guodong Wei, Kai Wang, Jie Yu, Qiang Zhu, Yongkui Li, Yonghong Zhao, Xingyue Chen, Rui Zhang, Zhaoji Fu, Rongbo Zhou, Yanqi E, Sumei Fan, Qinghao Zhao, Chuandong Cheng, Nan Peng, Liang Zhang, Linlin Zheng, Jianjun Chu, Hongbin Xu, Chen Tan, Jian Liu, Huayue Tao, Tong Liu, Kangyin Chen, Chenyang Jiang, Xingpeng Liu, Shenda Hong
Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images. CoRR (2023)
Wenrui Zhang, Shijia Geng, Shenda Hong
A simple self-supervised ECG representation learning method via manipulated temporal-spatial reverse detection. Biomed. Signal Process. Control. 79 (Part) (2023)
Jiahao Shao, Shijia Geng, Zhaoji Fu, Weilun Xu, Tong Liu, Shenda Hong
Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training. CoRR (2022)
Yifei Feng, Shijia Geng, Jianjun Chu, Zhaoji Fu, Shenda Hong
Building and training a deep spiking neural network for ECG classification. Biomed. Signal Process. Control. 77 (2022)
Guodong Wei, Xinxin Di, Wenrui Zhang, Shijia Geng, Deyun Zhang, Kai Wang, Zhaoji Fu, Shenda Hong
Estimating critical values from electrocardiogram using a deep ordinal convolutional neural network. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Wenrui Zhang, Shijia Geng, Zhaoji Fu, Linlin Zheng, Chenyang Jiang, Shenda Hong
MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs. CoRR (2022)
Wenrui Zhang, Ling Yang, Shijia Geng, Shenda Hong
Cross Reconstruction Transformer for Self-Supervised Time Series Representation Learning. CoRR (2022)
Wenrui Zhang, Xinxin Di, Guodong Wei, Shijia Geng, Zhaoji Fu, Shenda Hong
A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings. CoRR (2022)
Wenrui Zhang, Shijia Geng, Shenda Hong
Learning ECG Representations based on Manipulated Temporal-Spatial Reverse Detection. CoRR (2022)
Shijia Geng, Gang Ren, Mitsunori Ogihara
Transforming Musical Signals through a Genre Classifying Convolutional Neural Network. CoRR (2017)
Noeline W. Prins, Shijia Geng, Eric A. Pohlmeyer, Babak Mahmoudi, Justin C. Sanchez
Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI. EMBC (2013)
Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez
Brain-machine interface control of a robot arm using actor-critic rainforcement learning. EMBC (2012)