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Hemorrhagic risk prediction in coronary artery disease patients based on photoplethysmography and machine learning

Scientific reports, 2022-11, Vol.12 (1), p.19190-19190, Article 19190

2022

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Early Sepsis Prediction Using Ensemble Learning With Deep Features and Artificial Features Extracted From Clinical Electronic Health Records

Critical care medicine, 2020-12, Vol.48 (12), p.e1337-e1342

2020

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Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG

Biomedical signal processing and control, 2023-03, Vol.81, p.104501, Article 104501

2023

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Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation

Computers in biology and medicine, 2022-10, Vol.149, p.106044-106044, Article 106044

2022

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A novel multi-scale 2D CNN with weighted focal loss for arrhythmias detection on varying-dimensional ECGs

Physiological measurement, 2022-10, Vol.43 (10), p.104003

2022

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Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG

Biomedical signal processing and control, 2022-05, Vol.75, p.103548, Article 103548

2022

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Wavelet-based real-time calculation of multiple physiological parameters on an embedded platform

Physiological measurement, 2020-03, Vol.41 (2), p.025010

2020

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Machine learning for the early prediction of head-up tilt testing outcome

Biomedical signal processing and control, 2021-08, Vol.69, p.102904, Article 102904

2021

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Predicting forced vital capacity (FVC) using support vector regression (SVR)

Physiological measurement, 2019-03, Vol.40 (2), p.025010

2019

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Multi-parameter health monitoring watch

2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom), 2017, p.1-6

2017

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Cuff-less blood pressure estimation using Kalman filter on android platform

2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom), 2017, p.1-5

2017

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Emotion Recognition Based on Photoplethysmogram and Electroencephalogram

2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), 2018, Vol.2, p.402-407

2018

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基于压电陶瓷传感器的非接触式精准逐拍心率提取方法研究

电子与信息学报, 2021-05, Vol.43 (5), p.1472-1479

2021

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A Novel Convolutional Neural Network for Arrhythmia Detection From 12-lead Electrocardiograms

2020 Computing in Cardiology, 2020, p.1-4

2020

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A Novel Multi-Scale Convolutional Neural Network for Arrhythmia Classification on Reduced-Lead ECGs

2021 Computing in Cardiology (CinC), 2021, Vol.48, p.1-4

2021

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Early Sepsis Prediction Using Ensemble Learning with Features Extracted from LSTM Recurrent Neural Network

2019 Computing in Cardiology (CinC), 2019, p.Page 1-Page 4

2019

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Multi-Armed Angle-Based Direct Learning for Estimating Optimal Individualized Treatment Rules With Various Outcomes

Journal of the American Statistical Association, 2020-04, Vol.115 (530), p.678-691

2020

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Rejoinder: Learning Optimal Distributionally Robust Individualized Treatment Rules

Journal of the American Statistical Association, 2021, Vol.116 (534), p.699-707

2021

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Effect of multifactorial intensive treatment in patients with diabetic kidney disease: A meta‐analysis with trial sequential analysis

Diabetes, obesity & metabolism, 2023-08, Vol.25 (8), p.2163-2170

2023

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Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding

Journal of the American Statistical Association, 2024-04, Vol.119 (546), p.915-928

2024

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Learning Optimal Distributionally Robust Individualized Treatment Rules

Journal of the American Statistical Association, 2021-04, Vol.116 (534), p.659-674

2021

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Upregulation of SPI1 during myocardial infarction aggravates cardiac tissue injury and disease progression through activation of the TLR4/NFκB axis

American journal of translational research, 2022-01, Vol.14 (4), p.2709-2727

2022

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On Robustness of Individualized Decision Rules

Journal of the American Statistical Association, 2023-07, Vol.118 (543), p.2143-2157

2023

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Kaempferol Alleviates the Interleukin-1β-Induced Inflammation in Rat Osteoarthritis Chondrocytes via Suppression of NF-κB

Medical science monitor, 2017-08, Vol.23, p.3925-3931

2017

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Combined Formal Modeling and Model Transformation Based on AADL and Object-Z

Journal of software, 2023-11, p.185-199

2023

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Hemorrhagic risk prediction in coronary artery disease patients based on photoplethysmography and machine learning

Early Sepsis Prediction Using Ensemble Learning With Deep Features and Artificial Features Extracted From Clinical Electronic Health Records

Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG

Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation

A novel multi-scale 2D CNN with weighted focal loss for arrhythmias detection on varying-dimensional ECGs

Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG

Wavelet-based real-time calculation of multiple physiological parameters on an embedded platform

Machine learning for the early prediction of head-up tilt testing outcome

Predicting forced vital capacity (FVC) using support vector regression (SVR)

Multi-parameter health monitoring watch

Cuff-less blood pressure estimation using Kalman filter on android platform

Emotion Recognition Based on Photoplethysmogram and Electroencephalogram

基于压电陶瓷传感器的非接触式精准逐拍心率提取方法研究

A Novel Convolutional Neural Network for Arrhythmia Detection From 12-lead Electrocardiograms

A Novel Multi-Scale Convolutional Neural Network for Arrhythmia Classification on Reduced-Lead ECGs

Early Sepsis Prediction Using Ensemble Learning with Features Extracted from LSTM Recurrent Neural Network

Multi-Armed Angle-Based Direct Learning for Estimating Optimal Individualized Treatment Rules With Various Outcomes

Rejoinder: Learning Optimal Distributionally Robust Individualized Treatment Rules

Effect of multifactorial intensive treatment in patients with diabetic kidney disease: A meta‐analysis with trial sequential analysis

Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding

Learning Optimal Distributionally Robust Individualized Treatment Rules

Upregulation of SPI1 during myocardial infarction aggravates cardiac tissue injury and disease progression through activation of the TLR4/NFκB axis

On Robustness of Individualized Decision Rules

Kaempferol Alleviates the Interleukin-1β-Induced Inflammation in Rat Osteoarthritis Chondrocytes via Suppression of NF-κB

Combined Formal Modeling and Model Transformation Based on AADL and Object-Z

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