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Peking University: Beijing, CN

2022-08 to present | Assistant Professor (National Institute of Health Data Science)
Employment
Source: Self-asserted source
Shenda Hong

Works (34)

Spatio-Temporal Energy-Guided Diffusion Model for Zero-Shot Video Synthesis and Editing

IEEE Transactions on Circuits and Systems for Video Technology
2025 | Journal article
Contributors: Ling Yang; Yikai Zhao; Zhaochen Yu; Bohan Zeng; Minkai Xu; Shenda Hong; Bin Cui
Source: check_circle
Crossref

A deep learning method for beat-level risk analysis and interpretation of atrial fibrillation patients during sinus rhythm

Biomedical Signal Processing and Control
2025-02 | Journal article
Contributors: Jun Lei; Yuxi Zhou; Xue Tian; Qinghao Zhao; Qi Zhang; Shijia Geng; Qingbo Wu; Shenda Hong
Source: check_circle
Crossref

A Ranking-Based Cross-Entropy Loss for Early Classification of Time Series

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Chenxi Sun; Hongyan Li; Moxian Song; Shenda Hong
Source: check_circle
Crossref

Graphusion: Latent Diffusion for Graph Generation

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
Contributors: Ling Yang; Zhilin Huang; Zhilong Zhang; Zhongyi Liu; Shenda Hong; Wentao Zhang; Wenming Yang; Bin Cui; Luxia Zhang
Source: check_circle
Crossref

Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Wenrui Zhang; Ling Yang; Shijia Geng; Shenda Hong
Source: check_circle
Crossref

The Harvard-Emory ECG Database

2024-10-01 | Preprint
Contributors: Zuzana Koscova; Qiao Li; Chad Robichaux; Valdery Moura Junior; Manohar Ghanta; Aditya Gupta; Jonathan Rosand; Aaron Aguirre; Shenda Hong; David E. Albert et al.
Source: check_circle
Crossref

Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare

2024-08-25 | Conference paper
Contributors: Shenda Hong; Daoxin Yin; Gongzheng Tang; Tianfan Fu; Liantao Ma; Junyi Gao; Mengling Feng; Mai Wang; Yu Yang; Fei Wang et al.
Source: check_circle
Crossref

Data-driven inverse design of flexible pressure sensors

Proceedings of the National Academy of Sciences
2024-07-09 | Journal article
Contributors: Zhiguang Liu; Minkun Cai; Shenda Hong; Junli Shi; Sai Xie; Chang Liu; Huifeng Du; James D. Morin; Gang Li; Liu Wang et al.
Source: check_circle
Crossref

CardioDefense: Defending against adversarial attack in ECG classification with adversarial distillation training

Biomedical Signal Processing and Control
2024-05 | Journal article
Contributors: Jiahao Shao; Shijia Geng; Zhaoji Fu; Weilun Xu; Tong Liu; Shenda Hong
Source: check_circle
Crossref

Diffusion Models: A Comprehensive Survey of Methods and Applications

ACM Computing Surveys
2024-04-30 | Journal article
Contributors: Ling Yang; Zhilong Zhang; Yang Song; Shenda Hong; Runsheng Xu; Yue Zhao; Wentao Zhang; Bin Cui; Ming-Hsuan Yang
Source: check_circle
Crossref

Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization

IEEE Transactions on Knowledge and Data Engineering
2024-02 | Journal article
Contributors: Ling Yang; Jiayi Zheng; Heyuan Wang; Zhongyi Liu; Zhilin Huang; Shenda Hong; Wentao Zhang; Bin Cui
Source: check_circle
Crossref

A Systematic Review of Echo State Networks From Design to Application

IEEE Transactions on Artificial Intelligence
2024-01 | Journal article
Contributors: Chenxi Sun; Moxian Song; Derun Cai; Baofeng Zhang; Shenda Hong; Hongyan Li
Source: check_circle
Crossref

Cardiac murmur grading and risk analysis of cardiac diseases based on adaptable heterogeneous-modality multi-task learning

Health Information Science and Systems
2023-12-01 | Journal article
Contributors: Chenyang Xu; Xin Li; Xinyue Zhang; Ruilin Wu; Yuxi Zhou; Qinghao Zhao; Yong Zhang; Shijia Geng; Yue Gu; Shenda Hong
Source: check_circle
Crossref

Estimating causal effects of physical disability and number of comorbid chronic diseases on risk of depressive symptoms in an elderly Chinese population: a machine learning analysis of cross-sectional baseline data from the China longitudinal ageing social survey

BMJ Open
2023-07 | Journal article
Contributors: Zhenjie Wang; Hanmo Yang; Chenxi Sun; Shenda Hong
Source: check_circle
Crossref

A multi-model architecture based on deep learning for aircraft load prediction

Communications Engineering
2023-07-18 | Journal article
Contributors: Chenxi Sun; Hongyan Li; Hongna Dui; Shenda Hong; Yongyue Sun; Moxian Song; Derun Cai; Baofeng Zhang; Qiang Wang; Yongjun Wang et al.
Source: check_circle
Crossref

Self-sovereign identity empowered non-fungible patient tokenization for health information exchange using blockchain technology

Computers in Biology and Medicine
2023-05 | Journal article
Contributors: Yan Zhuang; Chi-Ren Shyu; Shenda Hong; Pengfei Li; Luxia Zhang
Source: check_circle
Crossref

Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation

Neurology
2023-04-25 | Journal article
Contributors: Jin Jing; Wendong Ge; Shenda Hong; Marta Bento Fernandes; Zhen Lin; Chaoqi Yang; Sungtae An; Aaron F. Struck; Aline Herlopian; Ioannis Karakis et al.
Source: check_circle
Crossref

Signal Quality Index for the fetal heart rates: Development and improvements for fetal monitoring

Expert Systems with Applications
2023-03 | Journal article
Contributors: Jingyu Wang; Jingying Ma; Shenda Hong; Chi Zhang; Jianliu Wang; Linyan Zhang; Xinran Liu; Rui Bai; Xiaosong Dong; Guoli Liu et al.
Source: check_circle
Crossref

Continuous diagnosis and prognosis by controlling the update process of deep neural networks

Patterns
2023-02 | Journal article
Contributors: Chenxi Sun; Hongyan Li; Moxian Song; Derun Cai; Baofeng Zhang; Shenda Hong
Source: check_circle
Crossref

A simple self-supervised ECG representation learning method via manipulated temporal–spatial reverse detection

Biomedical Signal Processing and Control
2023-01 | Journal article
Contributors: Wenrui Zhang; Shijia Geng; Shenda Hong
Source: check_circle
Crossref

Interrater Reliability of Expert Electroencephalographers Identifying Seizures and Rhythmic and Periodic Patterns in Electroencephalograms

Neurology
2022-12-02 | Journal article
Contributors: Jin Jing; Wendong Ge; Aaron F. Struck; Marta Bento Fernandes; Shenda Hong; Sungtae An; Safoora Fatima; Aline Herlopian; Ioannis Karakis; Jonathan J. Halford et al.
Source: check_circle
Crossref

Estimating critical values from electrocardiogram using a deep ordinal convolutional neural network

BMC Medical Informatics and Decision Making
2022-11-16 | Journal article
Contributors: Guodong Wei; Xinxin Di; Wenrui Zhang; Shijia Geng; Deyun Zhang; Kai Wang; Zhaoji Fu; Shenda Hong
Source: check_circle
Crossref

Estimating Critical Value from Electrocardiogram using a Deep Ordinal Convolutional Neural Network

2022-06-21 | Preprint
Contributors: Guodong Wei; Xinxin Di; Wenrui Zhang; Shijia Geng; Deyun Zhang; Kai Wang; Zhaoji Fu; Shenda Hong
Source: check_circle
Crossref

Defending Against Adversarial Attack in ECG Classification With Adversarial Distillation Training

2022-04-07 | Preprint
Contributors: Jiahao Shao; Shijia Geng; Zhaoji Fu; Weilun Xu; Tong Liu; Shenda Hong
Source: check_circle
Crossref

CHEER: Rich Model Helps Poor Model via Knowledge Infusion

IEEE Transactions on Knowledge and Data Engineering
2022-02-01 | Journal article
Contributors: Cao Xiao; Trong Nghia Hoang; Shenda Hong; Tengfei Ma; Jimeng Sun
Source: check_circle
Crossref

Basiliximab for steroid-refractory acute graft-versus-host disease: A real-world analysis.

American journal of hematology
2022-01-22 | Journal article
Source: Self-asserted source
Shenda Hong

Practical Lessons on 12-Lead ECG Classification: Meta-Analysis of Methods From PhysioNet/Computing in Cardiology Challenge 2020.

Frontiers in physiology
2022-01-01 | Journal article
Source: Self-asserted source
Shenda Hong

Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning.

IEEE transactions on pattern analysis and machine intelligence
2021-04-27 | Journal article
Source: Self-asserted source
Shenda Hong
grade
Preferred source (of 2)‎

Gated temporal convolutional neural network and expert features for diagnosing and explaining physiological time series: A case study on heart rates

Computer Methods and Programs in Biomedicine
2021-03 | Journal article
Contributors: Shenda Hong; Can Wang; Zhaoji Fu
Source: check_circle
Crossref

Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning.

BMC medical informatics and decision making
2021-02-08 | Journal article
Source: Self-asserted source
Shenda Hong
grade
Preferred source (of 2)‎

Artificial-Intelligence-Enhanced Mobile System for Cardiovascular Health Management.

Sensors (Basel, Switzerland)
2021-01-24 | Journal article
Source: Self-asserted source
Shenda Hong

Life negative events and depressive symptoms: the China longitudinal ageing social survey.

BMC public health
2020-06-19 | Journal article
Source: Self-asserted source
Shenda Hong

Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review.

Computers in biology and medicine
2020-06-07 | Journal article
Source: Self-asserted source
Shenda Hong

Combining deep neural networks and engineered features for cardiac arrhythmia detection from ECG recordings.

Physiological measurement
2019-06-04 | Journal article
Source: Self-asserted source
Shenda Hong

Peer review (13 reviews for 6 publications/grants)

Review activity for Communications medicine. (2)
Review activity for European heart journal. (4)
Review activity for Nature communications (2)
Review activity for npj digital medicine. (2)
Review activity for Patterns. (2)
Review activity for PloS one. (1)