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A novel machine learning strategy for model selections - Stepwise Support Vector Machine (StepSVM)

PloS one, 2020-08, Vol.15 (8), p.e0238384-e0238384

2020

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Prognostic Nutritional Index and the Risk of Mortality in Patients With Acute Heart Failure

Journal of the American Heart Association, 2017-06, Vol.6 (6)

2017

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Random logistic machine (RLM): Transforming statistical models into machine learning approach

Communications in statistics. Theory and methods, 2024-11, Vol.53 (21), p.7517-7525

2024

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A Novel Algorithm to Estimate the Significance Level of a Feature Interaction Using the Extreme Gradient Boosting Machine

International journal of environmental research and public health, 2022-02, Vol.19 (4), p.2338

2022

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Evaluation of factors contributing to the decline in exclusive breastfeeding at 6 months postpartum: The 2011‐2016 National Surveys in Taiwan

Birth (Berkeley, Calif.), 2018-06, Vol.45 (2), p.184-192

2018

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A novel cross-validation strategy for artificial neural networks using distributed-lag environmental factors

PloS one, 2021-01, Vol.16 (1), p.e0244094

2021

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Random Interaction Forest (RIF)-A Novel Machine Learning Strategy Accounting for Feature Interaction

IEEE access, 2023, Vol.11, p.1806-1813

2023

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Family-based gene-environment interaction using sequence kernel association test (FGE-SKAT) for complex quantitative traits

Scientific reports, 2021-04, Vol.11 (1), p.7431-8, Article 7431

2021

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Comparison between American Institute of Medicine Guidelines and Local Recommendation for Gestational Weight Gain in Taiwanese Primiparous Women

Maternal and child health journal, 2021-12, Vol.25 (12), p.1981-1991

2021

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The role of pulmonary function in patients with heart failure and preserved ejection fraction: Looking beyond chronic obstructive pulmonary disease

PloS one, 2020-07, Vol.15 (7), p.e0235152-e0235152

2020

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The Comprehensive Machine Learning Analytics for Heart Failure

International journal of environmental research and public health, 2021-05, Vol.18 (9), p.4943

2021

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A common genetic variant in the NOS1 regulator NOS1AP modulates cardiac repolarization

Nature genetics, 2006-06, Vol.38 (6), p.644-651

2006

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Patient-reported vision-related quality of life differences between superior and inferior hemifield visual field defects in primary open-angle glaucoma

JAMA ophthalmology, 2015-03, Vol.133 (3), p.269

2015

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Effects of bihemispheric transcranial direct current stimulation on motor recovery in subacute stroke patients: a double-blind, randomized sham-controlled trial

Journal of neuroengineering and rehabilitation, 2023-02, Vol.20 (1), p.27-27, Article 27

2023

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Dose-Response Relationships between Breastfeeding and Postpartum Weight Retention Differ by Pre-Pregnancy Body-Mass Index in Taiwanese Women

Nutrients, 2020-04, Vol.12 (4), p.1065

2020

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Analyze multivariate phenotypes in genetic association studies by combining univariate association tests

Genetic epidemiology, 2010-07, Vol.34 (5), p.444-454

2010

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Association between spirometry pattern, left ventricular diastolic function, and mortality

European journal of clinical investigation, 2023-10, Vol.53 (10), p.e14043-e14043

2023

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Inadequate gestational weight gain contributes to increasing rates of low birth weight in Taiwan: 2011–2016 nationwide surveys

Taiwanese journal of obstetrics & gynecology, 2021-09, Vol.60 (5), p.857-862

2021

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Cardiovascular Risk in Patients With Treated Isolated Diastolic Hypertension and Isolated Low Diastolic Blood Pressure

Journal of the American Heart Association, 2024-04, Vol.13 (8), p.e032771

2024

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The Optimal Machine Learning-Based Missing Data Imputation for the Cox Proportional Hazard Model

Frontiers in public health, 2021-07, Vol.9, p.680054-680054

2021

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Prognostic Role of Pulmonary Function in Patients With Heart Failure With Reduced Ejection Fraction

Journal of the American Heart Association, 2022-04, Vol.11 (7), p.e023422-e023422

2022

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Generalized Estimating Equations Boosting (GEEB) machine for correlated data

Journal of big data, 2024-01, Vol.11 (1), p.20-19, Article 20

2024

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Perturbations of pulsatile hemodynamics and clinical outcomes in patients with acute heart failure and reduced, mid-range or preserved ejection fraction

PloS one, 2019-08, Vol.14 (8), p.e0220183-e0220183

2019

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Inflammation, kidney function and albuminuria in the Framingham Offspring cohort

Nephrology, dialysis, transplantation, 2011-03, Vol.26 (3), p.920-926

2011

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Impaired renal function and mortalities in acute heart failure with different phenotypes

ESC Heart Failure, 2022-10, Vol.9 (5), p.2928-2936

2022

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A novel machine learning strategy for model selections - Stepwise Support Vector Machine (StepSVM)

Prognostic Nutritional Index and the Risk of Mortality in Patients With Acute Heart Failure

Random logistic machine (RLM): Transforming statistical models into machine learning approach

A Novel Algorithm to Estimate the Significance Level of a Feature Interaction Using the Extreme Gradient Boosting Machine

Evaluation of factors contributing to the decline in exclusive breastfeeding at 6 months postpartum: The 2011‐2016 National Surveys in Taiwan

A novel cross-validation strategy for artificial neural networks using distributed-lag environmental factors

Random Interaction Forest (RIF)-A Novel Machine Learning Strategy Accounting for Feature Interaction

Family-based gene-environment interaction using sequence kernel association test (FGE-SKAT) for complex quantitative traits

Comparison between American Institute of Medicine Guidelines and Local Recommendation for Gestational Weight Gain in Taiwanese Primiparous Women

The role of pulmonary function in patients with heart failure and preserved ejection fraction: Looking beyond chronic obstructive pulmonary disease

The Comprehensive Machine Learning Analytics for Heart Failure

A common genetic variant in the NOS1 regulator NOS1AP modulates cardiac repolarization

Patient-reported vision-related quality of life differences between superior and inferior hemifield visual field defects in primary open-angle glaucoma

Effects of bihemispheric transcranial direct current stimulation on motor recovery in subacute stroke patients: a double-blind, randomized sham-controlled trial

Dose-Response Relationships between Breastfeeding and Postpartum Weight Retention Differ by Pre-Pregnancy Body-Mass Index in Taiwanese Women

Analyze multivariate phenotypes in genetic association studies by combining univariate association tests

Association between spirometry pattern, left ventricular diastolic function, and mortality

Inadequate gestational weight gain contributes to increasing rates of low birth weight in Taiwan: 2011–2016 nationwide surveys

Cardiovascular Risk in Patients With Treated Isolated Diastolic Hypertension and Isolated Low Diastolic Blood Pressure

The Optimal Machine Learning-Based Missing Data Imputation for the Cox Proportional Hazard Model

Prognostic Role of Pulmonary Function in Patients With Heart Failure With Reduced Ejection Fraction

Generalized Estimating Equations Boosting (GEEB) machine for correlated data

Perturbations of pulsatile hemodynamics and clinical outcomes in patients with acute heart failure and reduced, mid-range or preserved ejection fraction

Inflammation, kidney function and albuminuria in the Framingham Offspring cohort

Impaired renal function and mortalities in acute heart failure with different phenotypes

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