Hyunyoung Baek

Songnam, Republic of Korea

Last Updated: 09/26/2026

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Found 21 publications

Development and validation of a prediction model for evaluating extubation readiness in preterm infants.

Development and validation of a prediction model for evaluating extubation readiness in preterm infants.

Journal: International journal of medical informatics

Published: March 26, 2023

De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERT.

De-identification of clinical notes with pseudo-labeling using regular expression rules and pre-trained BERT.

Journal: BMC medical informatics and decision making

Published: March 09, 2023

Development and Validation of a Prognostic Classification Model Predicting Postoperative Adverse Outcomes in Older Surgical Patients Using a Machine Learning Algorithm: Retrospective Observational Network Study.

Development and Validation of a Prognostic Classification Model Predicting Postoperative Adverse Outcomes in Older Surgical Patients Using a Machine Learning Algorithm: Retrospective Observational Network Study.

Journal: Journal of medical Internet research

Published: August 30, 2022

Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Study Using the Observational Health Data Sciences and Informatics' Common Data Model.

Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Study Using the Observational Health Data Sciences and Informatics' Common Data Model.

Journal: JMIR medical informatics

Published: July 28, 2022

Exploring the potential of OMOP common data model for process mining in healthcare.

Exploring the potential of OMOP common data model for process mining in healthcare.

Journal: PloS one

Published: May 19, 2022

Effectiveness of the Use of Standardized Vocabularies on Epilepsy Patient Cohort Generation.

Effectiveness of the Use of Standardized Vocabularies on Epilepsy Patient Cohort Generation.

Journal: Healthcare informatics research

Published: September 28, 2021

Assessment of the feasibility of developing a clinical pathway using a clinical order log.

Assessment of the feasibility of developing a clinical pathway using a clinical order log.

Journal: Journal of biomedical informatics

Published: August 30, 2021

Management of cardiovascular disease using an mHealth tool: a randomized clinical trial.

Management of cardiovascular disease using an mHealth tool: a randomized clinical trial.

Journal: NPJ digital medicine

Published: June 17, 2021

Impact of mobile health application on data collection and self-management of epilepsy.

Impact of mobile health application on data collection and self-management of epilepsy.

Journal: Epilepsy & behavior : E&B

Published: December 17, 2020

Transformation of Pathology Reports Into the Common Data Model With Oncology Module: Use Case for Colon Cancer.

Transformation of Pathology Reports Into the Common Data Model With Oncology Module: Use Case for Colon Cancer.

Journal: Journal of medical Internet research

Published: March 04, 2020

A Predictive Model Based on Machine Learning for the Early Detection of Late-Onset Neonatal Sepsis: Development and Observational Study.

A Predictive Model Based on Machine Learning for the Early Detection of Late-Onset Neonatal Sepsis: Development and Observational Study.

Journal: JMIR medical informatics

Published: August 22, 2019

Developing a mobile epilepsy management application integrated with an electronic health record for effective seizure management.

Developing a mobile epilepsy management application integrated with an electronic health record for effective seizure management.

Journal: International journal of medical informatics

Published: July 09, 2019

Showing 1-12 of 21

Last Updated: 09/26/2026