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Predicting Survival Status in COVID-19 Patients: Machine Learning Models Development with Ventilator-Related and Biochemical Parameters from Early Stages: A Pilot Study

Journal of clinical medicine, 2024-10, Vol.13 (20), p.6190

2024

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Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity

Journal of clinical sleep medicine, 2024-08, Vol.20 (8), p.1267-1277

2024

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Predicting Fatigue-Associated Aberrant Driving Behaviors Using a Dynamic Weighted Moving Average Model With a Long Short-Term Memory Network Based on Heart Rate Variability

Human factors, 2024-06, Vol.66 (6), p.1681-1702

2024

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Association between air pollutant exposure, body water distribution and sleep disorder indices in individuals with low-arousal-threshold obstructive sleep apnoea

BMJ open respiratory research, 2023-11, Vol.10 (1), p.e001802

2023

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Machine learning model for aberrant driving behaviour prediction using heart rate variability: a pilot study involving highway bus drivers

International journal of occupational safety and ergonomics, 2023-10, Vol.29 (4), p.1429-1439

2023

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Associations of fine particulate matter exposure with sleep disorder indices in adults and mediating effect of body fat

Atmospheric pollution research, 2023-10, Vol.14 (10), p.101886, Article 101886

2023

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Impact of lifetime air pollution exposure patterns on the risk of chronic disease

Environmental research, 2023-07, Vol.229, p.115957-115957, Article 115957

2023

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Associations between air pollution, intracellular-to-extracellular water distribution, and obstructive sleep apnea manifestations

Frontiers in public health, 2023-06, Vol.11, p.1175203-1175203

2023

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Association of Low Arousal Threshold Obstructive Sleep Apnea Manifestations with Body Fat and Water Distribution

Life (Basel, Switzerland), 2023-05, Vol.13 (5), p.1218

2023

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Heat-killed Lacticaseibacillus paracasei GMNL-653 ameliorates human scalp health by regulating scalp microbiome

BMC microbiology, 2023-04, Vol.23 (1), p.121-121, Article 121

2023

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Aberrant Driving Behavior Prediction for Urban Bus Drivers in Taiwan Using Heart Rate Variability and Various Machine Learning Approaches: A Pilot Study

Transportation research record, 2023-03, Vol.2677 (3), p.1304-1320

2023

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Continuous Positive Airway Pressure Reduces Plasma Neurochemical Levels in Patients with OSA: A Pilot Study

Life (Basel, Switzerland), 2023-02, Vol.13 (3), p.613

2023

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Based-on Computer Vision Applications for Bus Stop Passenger Detection System

2023 IEEE 3rd International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), 2023, p.152-154

2023

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Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events

Digital health, 2023-01, Vol.9, p.20552076231152751-20552076231152751

2023

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Machine learning approaches for predicting sleep arousal response based on heart rate variability, oxygen saturation, and body profiles

Digital health, 2023-01, Vol.9, p.20552076231205744-20552076231205744

2023

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Associations between risk of Alzheimer's disease and obstructive sleep apnea, intermittent hypoxia, and arousal responses: A pilot study

Frontiers in neurology, 2022-11, Vol.13, p.1038735-1038735

2022

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Screening for Obstructive Sleep Apnea Risk by Using Machine Learning Approaches and Anthropometric Features

Sensors (Basel, Switzerland), 2022-11, Vol.22 (22), p.8630

2022

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A Phase 3 clinical trial validating the potency and safety of an innovative, extra‐long‐acting interferon in chronic hepatitis C

JGH open, 2022-11, Vol.6 (11), p.782-791

2022

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Machine learning approaches for screening the risk of obstructive sleep apnea in the Taiwan population based on body profile

Informatics for health & social care, 2022-10, Vol.47 (4), p.373-388

2022

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Associations among sleep-disordered breathing, arousal response, and risk of mild cognitive impairment in a northern Taiwan population

Journal of clinical sleep medicine, 2022-04, Vol.18 (4), p.1003-1012

2022

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Helical structure motifs made searchable for functional peptide design

Nature communications, 2022-01, Vol.13 (1), p.102-14, Article 102

2022

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Differentiation Model for Insomnia Disorder and the Respiratory Arousal Threshold Phenotype in Obstructive Sleep Apnea in the Taiwanese Population Based on Oximetry and Anthropometric Features

Diagnostics (Basel), 2021-12, Vol.12 (1), p.50

2021

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Comparison of Hospital-Based and Home-Based Obstructive Sleep Apnoea Severity Measurements with a Single-Lead Electrocardiogram Patch

Sensors (Basel, Switzerland), 2021-12, Vol.21 (23), p.8097

2021

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Relationships among Perceived Control, Safety Attitude, and Safety Performance: A Case Study on Wastewater Treatment Plant Workers

Sustainability, 2021-11, Vol.13 (22), p.12573

2021

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Measurement of Performance Characterization of Ultra-Thin Vapor Chamber

2020 36th Semiconductor Thermal Measurement, Modeling & Management Symposium (SEMI-THERM), 2020, p.97-104

2020

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Predicting Survival Status in COVID-19 Patients: Machine Learning Models Development with Ventilator-Related and Biochemical Parameters from Early Stages: A Pilot Study

Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity

Predicting Fatigue-Associated Aberrant Driving Behaviors Using a Dynamic Weighted Moving Average Model With a Long Short-Term Memory Network Based on Heart Rate Variability

Association between air pollutant exposure, body water distribution and sleep disorder indices in individuals with low-arousal-threshold obstructive sleep apnoea

Machine learning model for aberrant driving behaviour prediction using heart rate variability: a pilot study involving highway bus drivers

Associations of fine particulate matter exposure with sleep disorder indices in adults and mediating effect of body fat

Impact of lifetime air pollution exposure patterns on the risk of chronic disease

Associations between air pollution, intracellular-to-extracellular water distribution, and obstructive sleep apnea manifestations

Association of Low Arousal Threshold Obstructive Sleep Apnea Manifestations with Body Fat and Water Distribution

Heat-killed Lacticaseibacillus paracasei GMNL-653 ameliorates human scalp health by regulating scalp microbiome

Aberrant Driving Behavior Prediction for Urban Bus Drivers in Taiwan Using Heart Rate Variability and Various Machine Learning Approaches: A Pilot Study

Continuous Positive Airway Pressure Reduces Plasma Neurochemical Levels in Patients with OSA: A Pilot Study

Based-on Computer Vision Applications for Bus Stop Passenger Detection System

Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events

Machine learning approaches for predicting sleep arousal response based on heart rate variability, oxygen saturation, and body profiles

Associations between risk of Alzheimer's disease and obstructive sleep apnea, intermittent hypoxia, and arousal responses: A pilot study

Screening for Obstructive Sleep Apnea Risk by Using Machine Learning Approaches and Anthropometric Features

A Phase 3 clinical trial validating the potency and safety of an innovative, extra‐long‐acting interferon in chronic hepatitis C

Machine learning approaches for screening the risk of obstructive sleep apnea in the Taiwan population based on body profile

Associations among sleep-disordered breathing, arousal response, and risk of mild cognitive impairment in a northern Taiwan population

Helical structure motifs made searchable for functional peptide design

Differentiation Model for Insomnia Disorder and the Respiratory Arousal Threshold Phenotype in Obstructive Sleep Apnea in the Taiwanese Population Based on Oximetry and Anthropometric Features

Comparison of Hospital-Based and Home-Based Obstructive Sleep Apnoea Severity Measurements with a Single-Lead Electrocardiogram Patch

Relationships among Perceived Control, Safety Attitude, and Safety Performance: A Case Study on Wastewater Treatment Plant Workers

Measurement of Performance Characterization of Ultra-Thin Vapor Chamber

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