Shijia Geng - RankMe

35 papers Journal 31Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Artificial intelligence-enabled single-lead ECG for non-invasive hyperkalemia detection: development, multicenter validation, and proof-of-concept deployment. CoRR Gongzheng Tang, Qinghao Zhao, Guangkun Nie, Yujie Xiao, Shijia Geng, Donglin Xie, Shun Huang, Deyun Zhang, Xingchen Yao, Jinwei Wang, Kangyin Chen, Luxia Zhang, Shenda Hong
2026	J	`jnl`	ECGomics: An Open Platform for AI-ECG Digital Biomarker Discovery. CoRR Deyun Zhang, Jun Li, Shijia Geng, Yue Wang, Shijie Chen, Sumei Fan, Qinghao Zha, Shenda Hong
2026	J	`jnl`	Holter-to-Sleep: AI-Enabled Repurposing of Single-Lead ECG for Sleep Phenotyping. CoRR Donglin Xie, Qingshuo Zhao, Jingyu Wang, Shijia Geng, Jiarui Jin, Jun Li, Rongrong Guo, Guangkun Nie, Gongzheng Tang, Yuxi Zhou, Thomas Penzel, Shenda Hong
2025	J	`jnl`	A deep learning method for beat-level risk analysis and interpretation of atrial fibrillation patients during sinus rhythm. Biomed. Signal Process. Control. Jun Lei, Yuxi Zhou, Xue Tian, Qinghao Zhao, Qi Zhang, Shijia Geng, Qingbo Wu, Shenda Hong
2025	J	`jnl`	Accuracy of Wearable ECG Parameter Calculation Method for Long QT and First-Degree A-V Block Detection: A Multi-Center Real-World Study with External Validations Compared to Standard ECG Machines and Cardiologist Assessments. CoRR Sumei Fan, Deyun Zhang, Yue Wang, Shijia Geng, Kun Lu, Meng Sang, Weilun Xu, Haixue Wang, Qinghao Zhao, Chuandong Cheng, Peng Wang, Shenda Hong
2025	J	`jnl`	Artificial Intelligence-Enabled Spirometry for Early Detection of Right Heart Failure. CoRR Bin Liu, Qinghao Zhao, Yuxi Zhou, Zhejun Sun, Kaijie Lei, Deyun Zhang, Shijia Geng, Shenda Hong
2025	J	`jnl`	Combining ECG Foundation Model and XGBoost to Predict In-Hospital Malignant Ventricular Arrhythmias in AMI Patients. CoRR Shun Huang, Wenlu Xing, Shijia Geng, Hailong Wang, Guangkun Nie, Gongzheng Tang, Chenyang He, Shenda Hong
2025	—	`conf`	Coordinating Music Signals and Electrocardiogram Signals in a Shared Valence-Arousal Emotional Space. ICIC (19) Jiaze Wang, Shijia Geng, Zizheng Chen, YuHu Han, Deyun Zhang, Weilun Xu, Lixin Wang, Yanqing Zhao, Shenda Hong, Yuxi Zhou
2025	J	`jnl`	DiffuSETS: 12-Lead ECG generation conditioned on clinical text reports and patient-specific information. Patterns Yongfan Lai, Jiabo Chen, Qinghao Zhao, Deyun Zhang, Yue Wang, Shijia Geng, Hongyan Li, Shenda Hong
2025	J	`jnl`	DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information. CoRR Yongfan Lai, Jiabo Chen, Deyun Zhang, Yue Wang, Shijia Geng, Hongyan Li, Shenda Hong
2025	J	`jnl`	MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations. CoRR Deyun Zhang, Xiang Lan, Shijia Geng, Qinghao Zhao, Sumei Fan, Mengling Feng, Shenda Hong
2025	J	`jnl`	Masked Training for Robust Arrhythmia Detection from Digitalized Multiple Layout ECG Images. CoRR Shanwei Zhang, Deyun Zhang, Yirao Tao, Kexin Wang, Shijia Geng, Jun Li, Qinghao Zhao, Xingpeng Liu, Yuxi Zhou, Shenda Hong
2025	J	`jnl`	Reconstructing 12-Lead ECG from 3-Lead ECG using Variational Autoencoder to Improve Cardiac Disease Detection of Wearable ECG Devices. CoRR Xinyan Guan, Yongfan Lai, Jiarui Jin, Jun Li, Haoyu Wang, Qinghao Zhao, Deyun Zhang, Shijia Geng, Shenda Hong
2025	J	`jnl`	Reliability and validity of a novel single-lead portable electrocardiogram device for pregnant women: a comparative study. BMC Medical Informatics Decis. Mak. Haixue Wang, Jianwei Wang, Wei Jing, Shanshan Dai, Deyun Zhang, Shijia Geng, Haijun Wang, Shenda Hong
2025	J	`jnl`	SpiroLLM: Finetuning Pretrained LLMs to Understand Spirogram Time Series with Clinical Validation in COPD Reporting. CoRR Shuhao Mei, Yongchao Long, Shan Cao, Xiaobo Han, Shijia Geng, Jinbo Sun, Yuxi Zhou, Shenda Hong
2024	J	`jnl`	A Review of Deep Learning Methods for Photoplethysmography Data. CoRR Guangkun Nie, Jiabao Zhu, Gongzheng Tang, Deyun Zhang, Shijia Geng, Qinghao Zhao, Shenda Hong
2024	J	`jnl`	Cardiac arrhythmia classification with rejection of ECG recordings based on uncertainty estimation from deep neural networks. Neural Comput. Appl. Wenrui Zhang, Xinxin Di, Guodong Wei, Shijia Geng, Zhaoji Fu, Shenda Hong
2024	J	`jnl`	Cardiac murmur grading and risk analysis of cardiac diseases based on adaptable heterogeneous-modality multi-task learning. Health Inf. Sci. Syst. Chenyang Xu, Xin Li, Xinyue Zhang, Ruilin Wu, Yuxi Zhou, Qinghao Zhao, Yong Zhang, Shijia Geng, Yue Gu, Shenda Hong
2024	J	`jnl`	CardioDefense: Defending against adversarial attack in ECG classification with adversarial distillation training. Biomed. Signal Process. Control. Jiahao Shao, Shijia Geng, Zhaoji Fu, Weilun Xu, Tong Liu, Shenda Hong
2024	J	`jnl`	Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series: A UK Biobank Study. CoRR Shuhao Mei, Yuxi Zhou, Jiahao Xu, Yuxuan Wan, Shan Cao, Qinghao Zhao, Shijia Geng, Junqing Xie, Shenda Hong
2024	J	`jnl`	Screening for severe coronary stenosis in patients with apparently normal electrocardiograms based on deep learning. BMC Medical Informatics Decis. Mak. Zhengkai Xue, Shijia Geng, Shaohua Guo, Guanyu Mu, Bo Yu, Peng Wang, Sutao Hu, Deyun Zhang, Weilun Xu, Yanhong Liu, Lei Yang, Huayue Tao, Shenda Hong, Kangyin Chen
2024	J	`jnl`	Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer. IEEE Trans. Neural Networks Learn. Syst. Wenrui Zhang, Ling Yang, Shijia Geng, Shenda Hong
2023	J	`jnl`	A simple self-supervised ECG representation learning method via manipulated temporal-spatial reverse detection. Biomed. Signal Process. Control. Wenrui Zhang, Shijia Geng, Shenda Hong
2023	J	`jnl`	Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images. CoRR 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
2023	—	`conf`	Less is More: Reducing Overfitting in Deep Learning for EEG Classification. CinC Songchi Zhou, Shijia Geng, Jun Li, Deyun Zhang, Ziqian Xie, Chuandong Cheng, Shenda Hong
2022	J	`jnl`	A Deep Bayesian Neural Network for Cardiac Arrhythmia Classification with Rejection from ECG Recordings. CoRR Wenrui Zhang, Xinxin Di, Guodong Wei, Shijia Geng, Zhaoji Fu, Shenda Hong
2022	J	`jnl`	Building and training a deep spiking neural network for ECG classification. Biomed. Signal Process. Control. Yifei Feng, Shijia Geng, Jianjun Chu, Zhaoji Fu, Shenda Hong
2022	J	`jnl`	Cross Reconstruction Transformer for Self-Supervised Time Series Representation Learning. CoRR Wenrui Zhang, Ling Yang, Shijia Geng, Shenda Hong
2022	J	`jnl`	Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training. CoRR Jiahao Shao, Shijia Geng, Zhaoji Fu, Weilun Xu, Tong Liu, Shenda Hong
2022	J	`jnl`	Estimating critical values from electrocardiogram using a deep ordinal convolutional neural network. BMC Medical Informatics Decis. Mak. Guodong Wei, Xinxin Di, Wenrui Zhang, Shijia Geng, Deyun Zhang, Kai Wang, Zhaoji Fu, Shenda Hong
2022	J	`jnl`	Learning ECG Representations based on Manipulated Temporal-Spatial Reverse Detection. CoRR Wenrui Zhang, Shijia Geng, Shenda Hong
2022	J	`jnl`	MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs. CoRR Wenrui Zhang, Shijia Geng, Zhaoji Fu, Linlin Zheng, Chenyang Jiang, Shenda Hong
2017	J	`jnl`	Transforming Musical Signals through a Genre Classifying Convolutional Neural Network. CoRR Shijia Geng, Gang Ren, Mitsunori Ogihara
2013	—	`conf`	Feature extraction and unsupervised classification of neural population reward signals for reinforcement based BMI. EMBC Noeline W. Prins, Shijia Geng, Eric A. Pohlmeyer, Babak Mahmoudi, Justin C. Sanchez
2012	—	`conf`	Brain-machine interface control of a robot arm using actor-critic rainforcement learning. EMBC Eric A. Pohlmeyer, Babak Mahmoudi, Shijia Geng, Noeline W. Prins, Justin C. Sanchez