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A Comparison of Intensive Care Unit Mortality Prediction Models through the Use of Data Mining Techniques

Healthcare Informatics Research, 2011, 17(4), , pp.232-243

2011

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Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis

Scientific reports, 2020-07, Vol.10 (1), p.11115-11115, Article 11115

2020

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Perioperative adverse cardiac events and mortality after non-cardiac surgery: a multicenter study

Korean Journal of Anesthesiology, 2024, 77(1), , pp.66-76

2024

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COVID-19 International Collaborative Research by the Health Insurance Review and Assessment Service Using Its Nationwide Real-world Data: Database, Outcomes, and Implications

Journal of preventive medicine and public health, 2021-01, Vol.54 (1), p.8-16

2021

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Different location of triaxial accelerometer and different energy expenditures

Yonsei Medical Journal, 2014, 55(4), , pp.1145-1151

2014

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Characterizing treatment pathways at scale using the OHDSI network

Proceedings of the National Academy of Sciences - PNAS, 2016-07, Vol.113 (27), p.7329-7336

2016

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Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

PloS one, 2018-11, Vol.13 (11), p.e0207749-e0207749

2018

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Comprehensive Comparative Effectiveness and Safety of First-Line β-Blocker Monotherapy in Hypertensive Patients: A Large-Scale Multicenter Observational Study

Hypertension (Dallas, Tex. 1979), 2021-05, Vol.77 (5), p.1528-1538

2021

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Comparison of in vitro maturation media of immature oocytes: the effectiveness of blastocyst culture media

Fertility and sterility, 2011-02, Vol.95 (2), p.554-557

2011

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Sharing Clinical Big Data While Protecting Confidentiality and Security: Observational Health Data Sciences and Informatics

Healthcare Informatics Research, 2017, 23(1), , pp.1-3

Park, Rae Woong

2017

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Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children

Scientific reports, 2023-09, Vol.13 (1), p.14469-14469, Article 14469

2023

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Development and Validation of the Radiology Common Data Model (R-CDM) for the International Standardization of Medical Imaging Data

Yonsei Medical Journal, 2022, 63(0), , pp.74-83

2022

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Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder

Translational psychiatry, 2024-07, Vol.14 (1), p.276-9, Article 276

2024

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Correction: Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

PloS one, 2019-04, Vol.14 (4), p.e0215344-e0215344

2019

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Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation

Scientific reports, 2022-04, Vol.12 (1), p.7042-7042, Article 7042

2022

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Inter hospital external validation of interpretable machine learning based triage score for the emergency department using common data model

Scientific reports, 2024-03, Vol.14 (1), p.6666-6666, Article 6666

2024

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Impact of pitavastatin on new-onset diabetes mellitus compared to atorvastatin and rosuvastatin: a distributed network analysis of 10 real-world databases

Cardiovascular diabetology, 2022-05, Vol.21 (1), p.82-82, Article 82

2022

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Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly diagnosed with atrial fibrillation

BMC medical research methodology, 2020-05, Vol.20 (1), p.102-102, Article 102

2020

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Applicable Machine Learning Model for Predicting Contrast-induced Nephropathy Based on Pre-catheterization Variables

Internal Medicine, 2024/03/15, Vol.63(6), pp.773-780

2024

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Effect of statin use on head and neck cancer prognosis in a multicenter study using a Common Data Model

Scientific reports, 2023-11, Vol.13 (1), p.19770-19770, Article 19770

2023

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Angiotensin converting enzyme inhibitors and incidence of lung cancer in a population based cohort of common data model in Korea

Scientific reports, 2021-09, Vol.11 (1), p.18576-18576, Article 18576

2021

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Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study

Journal of medical Internet research, 2023-07, Vol.25 (1), p.e46165-e46165

2023

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Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach

European psychiatry, 2023-02, Vol.66 (1), p.e21-e21, Article e21

2023

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Comparative estimation of the effects of antihypertensive medications on schizophrenia occurrence: a multinational observational cohort study

BMC psychiatry, 2024-02, Vol.24 (1), p.128-128, Article 128

2024

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Machine learning-based prediction model for postoperative delirium in non-cardiac surgery

BMC psychiatry, 2023-05, Vol.23 (1), p.317-317, Article 317

2023

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A Comparison of Intensive Care Unit Mortality Prediction Models through the Use of Data Mining Techniques

Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis

Perioperative adverse cardiac events and mortality after non-cardiac surgery: a multicenter study

COVID-19 International Collaborative Research by the Health Insurance Review and Assessment Service Using Its Nationwide Real-world Data: Database, Outcomes, and Implications

Different location of triaxial accelerometer and different energy expenditures

Characterizing treatment pathways at scale using the OHDSI network

Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

Comprehensive Comparative Effectiveness and Safety of First-Line β-Blocker Monotherapy in Hypertensive Patients: A Large-Scale Multicenter Observational Study

Comparison of in vitro maturation media of immature oocytes: the effectiveness of blastocyst culture media

Sharing Clinical Big Data While Protecting Confidentiality and Security: Observational Health Data Sciences and Informatics

Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children

Development and Validation of the Radiology Common Data Model (R-CDM) for the International Standardization of Medical Imaging Data

Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder

Correction: Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation

Inter hospital external validation of interpretable machine learning based triage score for the emergency department using common data model

Impact of pitavastatin on new-onset diabetes mellitus compared to atorvastatin and rosuvastatin: a distributed network analysis of 10 real-world databases

Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly diagnosed with atrial fibrillation

Applicable Machine Learning Model for Predicting Contrast-induced Nephropathy Based on Pre-catheterization Variables

Effect of statin use on head and neck cancer prognosis in a multicenter study using a Common Data Model

Angiotensin converting enzyme inhibitors and incidence of lung cancer in a population based cohort of common data model in Korea

Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study

Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning approach

Comparative estimation of the effects of antihypertensive medications on schizophrenia occurrence: a multinational observational cohort study

Machine learning-based prediction model for postoperative delirium in non-cardiac surgery

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