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萃取長時間多重生理訊號特徵重建跨多疾病之生物晝夜節律預測模型-從理論至臨床場域實踐
Lin, Chen
(PI)
生醫科學與工程學系
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研究成果
(3)
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探索此專案觸及的研究主題。這些標籤是根據基礎獎勵/補助款而產生。共同形成了獨特的指紋。
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Keyphrases
P-wave Characteristics
50%
Cross-frequency Coupling
50%
Ablation
50%
12-lead ECG
50%
Patient Identification
50%
Sinus Rhythm
50%
Atrial Fibrillation
50%
Mechanistic Insight
50%
Atrial Fibrillation Ablation
50%
Sympathetic Nerve Activity
50%
Neuromodulation
50%
Prognostic Value
50%
Atrial Fibrillation Recurrence
30%
P-wave
21%
Burst Analysis
20%
Sympathetic Activity
20%
Deep Neural Network
14%
Non-invasive Neuromodulation
12%
Successful Ablation
10%
Pre-ablation
10%
NeuECG
10%
Postablation
10%
Sympathetic Modulation
10%
Electrocardiogram Electrode
10%
CHADS2 Score
10%
Pulmonary Vein Isolation
10%
Autonomic Modulation
10%
Treatment Efficacy
10%
Non-recurrence
10%
Autonomic Function
10%
Bandpass
10%
Skin Sympathetic Nerve Activity
10%
Area under the Receiver Operating Characteristic Curve
10%
Atrial Electrical Activity
7%
Principal Coordinate Analysis (PCoA)
7%
Temporal Features
7%
Medical University
7%
Training Model
7%
University Hospital
7%
12-lead Electrocardiogram
7%
Bandpass Filter
7%
Spatial Features
7%
Signal Processing Techniques
7%
Age-matched
7%
Machine Learning Models
7%
Taipei
7%
Limited Datasets
7%
Translational Tools
6%
Causal Interference
6%
Methodological Improvements
6%
Spurious Coupling
6%
Methodological Advances
6%
Participant Studies
6%
Cyborg
6%
Epilepsy Syndrome
6%
Closed-loop Stimulation
6%
Methodological Challenges
6%
Healthy Participants
6%
Therapeutic Intervention
6%
Memory Task
6%
Neuronal Processing
6%
Neurological Disorders
6%
BIonic System
6%
Investigative Tool
6%
Correct Use
6%
Neuroscience
6%
Sleep Disorders
6%
Motor Control
6%
Interregional Interaction
6%
Nonlinear Interaction
6%
Disease Symptoms
6%
Alzheimer's Disease
6%
Disease Pathophysiology
6%
Parkinson's Disease
6%
Neuroscience
Atrial Fibrillation
100%
Neuromodulation
50%
Nerve Conduction
50%
Sympathetic Nerve
50%
P-Wave
50%
Alzheimer's Disease
25%
Sleep Disorder
25%
Motor Control
25%
Neurological Disorder
25%
Niacin
25%
Parkinson's Disease
25%
Neurophysiology
25%
Electrical Brain Stimulation
25%
Neurobiology
25%
Neural Network
14%
Pulmonary Vein
8%
Signal Processing
7%
Computer Science
Deep Neural Network
50%
Signal Processing
25%
Temporal Feature
25%
Extracted Feature
25%
Principal Components
25%
Electrical Activity
25%
Neural Network Model
25%
Component Analysis
25%
Reproducibility
25%
Large Data Set
25%
Machine Learning
25%
Learning System
25%