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Chengyu Liu

Dean/Prof

Southeast University

China

Research Interests

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Articles (20)

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Collaborators (5)

Peng Li

Assistant Investigator

Harvard Medical School

UNITED STATES

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Chenxi Yang

Associate Professor

Southeast University

CHINA

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Lei Lu

King’s College London

UNITED KINGDOM

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Tingting Zhu

Associate Professor in AI for Digital Health

University of Oxford

UNITED KINGDOM

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Min Wu

Agency for Science, Technology and Research (A*STAR)

SINGAPORE

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Chengyu Liu

Research Interests

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Articles (20)

Multimodal Fusion of Behavioral and Physiological Signals for Enhanced Emotion Recognition via Feature Decoupling and Knowledge Transfer

Improving the performance of sample entropy in ultra-short-term time-series using kernel density estimation

Disentangled conditional generation of ECG signals with interpretable latent factors

Cluster-based maximum independence domain adaptation for identifying depression and anxiety based on ECG and respiratory signals

Multi-task learning with signal denoising and self-distilled representations for wearable ECG arrhythmia detection

Mechanical Contact Conditions in Wearable Reflectance Photoplethysmography: Scoping Review

Uncertainty-Aware Evidential Multi-Modal Fusion Network for Large-Scale Multi-Center Major Depressive Disorder Classification

EEG-RCPNet: a cross-subject cognitive impairment detection model based on limited-channel eeg signals

Analysis of the Impact of Contact Force on Phonocardiogram Signal Quality Using Different Detection Devices

Multi-modal data analysis for autism spectrum disorder in children: State of the art and trends

Non-Direct Contact ECG Signal Classification Using a Hybrid Deep Learning Framework With Validation in Bedside Heart Rate Variability Analysis

A Preliminary Quantitative Analysis of Contact Force Effects on Peripheral Oxygen Saturation Prediction from Reflectance Photoplethysmography

A Wearable Wireless Capacitive Pressure Sensing System for Arteriovenous Fistula Site Monitoring

Cross-Modal Knowledge Distillation for Lightweight Atrial Fibrillation Detection Using Non-Contact Capacitive ECG in Consumer Healthcare Devices

TS-CTNet: A Heterogeneous Dual-Stream Spatiotemporal Network for Multimodal Speech Emotion Recognition

MentalQLM: A Lightweight Large Language Model for Mental Healthcare Based on Instruction Tuning and Dual LoRA Modules

A Unified Physiological Signal Interaction Network for Cross-Dataset Emotion Recognition

Sepsis Detection in ICU Patients Using Skin Sympathetic Nerve Activity

MSCG-Net: A multi-scale cross-guidance neural network with generalizability for physiological signal analysis

Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition

Collaborators (5)

Peng Li

Chenxi Yang

Lei Lu

Tingting Zhu

Min Wu

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