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Author

Gengjia Zhang

Institution: Chosun University
Observed institution: Chosun University
ORCID: 0000-0001-8479-2903
Observed ORCID: 0000-0001-8479-2903
OpenAlex ID: A5081936566
Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals
2021 · Mingu Kang, Siho Shin, et al. · Sensors · 38
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Development of continuous cuffless blood pressure prediction platform using enhanced 1-D SENet–LSTM
2023 · Gengjia Zhang, Daegil Choi, et al. · Expert Systems with Applications · 31
Lightweight Ensemble Network for Detecting Heart Disease Using ECG Signals
2022 · Siho Shin, Mingu Kang, et al. · Applied Sciences · 26
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Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals
2023 · Gengjia Zhang, Siho Shin, et al. · Applied Soft Computing · 19
Fully stretchable textile-based triboelectric nanogenerators with crepe-paper-induced surface microstructures
2023 · Da Eun Kim, Siho Shin, et al. · RSC Advances · 15
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Reconstruction of arterial blood pressure waveforms based on squeeze-and-excitation network models using electrocardiography and photoplethysmography signals
2024 · Gengjia Zhang, Daegil Choi, et al. · Knowledge-Based Systems · 11
Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals
2022 · Gengjia Zhang, Siho Shin, et al. · IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) · 11
Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms
2023 · Gengjia Zhang, Daegil Choi, et al. · IEEE International Conference on AI in Cybersecurity (ICAIC) · 9
Mental Stress Detection Using PPG Signals Based on Transformer-LSTM Model
2024 · Zhiqiang Liu, Ziyu Shi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 7
STSFF-Net: A two-stream network for depression detection from facial expressions
2025 · Daegil Choi, Jisun Hong, et al. · Neurocomputing · 6
Building an Explainable Deep Residual Network for Depression Detection from ECG Signals
2024 · Gengjia Zhang, Ziyu Shi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 3
Depression Diagnosis Algorithm Based on 2-stream CNN Using Facial Image
2023 · Daegil Choi, Gengjia Zhang, et al. · IEEE/ACIS International Conference on Computer and Information Science (ICIS) · 3
Multi-Task Learning with Inception Network for ECG-Based Depression Severity Prediction and Classification
2025 · Gengjia Zhang, Zhiqiang Liu, et al. · IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC) · 2
Reconstruction of ABP Waveform from the ECG or PPG Signals Using Enhanced 1-D UNetwork
2023 · Gengjia Zhang, Daegil Choi, et al. · IEEE/ACIS International Conference on Computer and Information Science (ICIS) · 2
Decision Tree Algorithm for Depression Diagnosis from Facial Images
2023 · Daegil Choi, Gengjia Zhang, et al. · IEEE International Conference on AI in Cybersecurity (ICAIC) · 2
A Rigorous Hold-Out Evaluation Framework for Personalized Blood Pressure Calibration: Eliminating Data Leakage and Adopting Differentiated Strategies
2026 · Ziyu Shi, Gengjia Zhang, et al. · IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)
Personalized calibration for depression detection using knowledge-distilled facial video models
2026 · Gengjia Zhang, Zhiqiang Liu, et al. · Knowledge-Based Systems
DepSTDSAM: Spatio-temporal dual-sparse attention model for depression prediction based on facial behavioral structure representations
2026 · Zhiqiang Liu, Gengjia Zhang, et al. · Neurocomputing
A Dual-pass Channel-attention Convolutional Model for Depression Detection in the Wild Video and Video Blogs
2025 · Zhiqiang Liu, Daegil Choi, et al. · IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)
Depression Diagnosis Algorithm Based on R2U-Net Using Facial Images
2023 · Daegil Choi, Gengjia Zhang, et al. · International Conference on Machine Learning and Applications
Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier
2022 · Gengjia Zhang, Siho Shin, et al. · IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
Works count: 21
Citation count: 185
H-index: 8
I10-index: 7
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