Gengjia Zhang

16 papers C 3Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
DepSTDSAM: Spatio-temporal dual-sparse attention model for depression prediction based on facial behavioral structure representations.
Neurocomputing
Zhiqiang Liu, Gengjia Zhang, Jisun Hong, Jihun Lee, Daegil Choi, Jaehyo Jung, Meina Li
2025 J jnl
Evaluating Time-Series Deep Learning Models for Accurate and Efficient Reconstruction of Clinical 12-Lead ECG Signals.
IEEE Access
Min-gu Kim, Gengjia Zhang, Meina Li, Jaehyo Jung
2025 J jnl
STSFF-Net: A two-stream network for depression detection from facial expressions.
Neurocomputing
Daegil Choi, Jisun Hong, Jihun Lee, Zhiqiang Liu, Gengjia Zhang, Jaehyo Jung
2024 — conf
Building an Explainable Deep Residual Network for Depression Detection from ECG Signals.
BIBM
Gengjia Zhang, Ziyu Shi, Zhiqiang Liu, Jaehyo Jung, Meina Li
2024 J jnl
Development of continuous cuffless blood pressure prediction platform using enhanced 1-D SENet-LSTM.
Expert Syst. Appl.
Gengjia Zhang, Daegil Choi, Jaehyo Jung
2024 — conf
Mental Stress Detection Using PPG Signals Based on Transformer-LSTM Model.
BIBM
Zhiqiang Liu, Ziyu Shi, Gengjia Zhang, Jaehyo Jung, Meina Li
2024 J jnl
Reconstruction of arterial blood pressure waveforms based on squeeze-and-excitation network models using electrocardiography and photoplethysmography signals.
Knowl. Based Syst.
Gengjia Zhang, Daegil Choi, Jaehyo Jung
2023 J jnl
Cascade forest regression algorithm for non-invasive blood pressure estimation using PPG signals.
Appl. Soft Comput.
Gengjia Zhang, Siho Shin, Jaehyo Jung
2023 — conf
Cuff-less blood pressure estimation from ECG and PPG using CNN-LSTM algorithms.
ICAIC
Gengjia Zhang, Daegil Choi, Siho Shin, Jaehyo Jung
2023 — conf
Decision Tree Algorithm for Depression Diagnosis from Facial Images.
ICAIC
Daegil Choi, Gengjia Zhang, Siho Shin, Jaehyo Jung
2023 C conf
Depression Diagnosis Algorithm Based on 2-stream CNN Using Facial Image.
ICIS
Daegil Choi, Gengjia Zhang, Da Eun Kim, Jaehyo Jung
2023 C conf
Depression Diagnosis Algorithm Based on R2U-Net Using Facial Images.
ICMLA
Daegil Choi, Gengjia Zhang, Jaehyo Jung
2023 C conf
Reconstruction of ABP Waveform from the ECG or PPG Signals Using Enhanced 1-D UNetwork.
ICIS
Gengjia Zhang, Daegil Choi, Da Eun Kim, Jaehyo Jung
2022 — conf
Development of a Variety of Fast Machine Learning Model for ECG-based Arrhythmia Classifier.
AIKE
Gengjia Zhang, Siho Shin, Jaehyo Jung, Meina Li, Youn Tae Kim
2022 — conf
Machine learning Algorithm for Non-invasive Blood Pressure Estimation Using PPG Signals.
AIKE
Gengjia Zhang, Siho Shin, Jaehyo Jung, Meina Li, Youn Tae Kim
2021 J jnl
Mental Stress Classification Based on a Support Vector Machine and Naive Bayes Using Electrocardiogram Signals.
Sensors
Mingu Kang, Siho Shin, Gengjia Zhang, Jaehyo Jung, Youn Tae Kim