Healthcare Informatics Research

Review Article

July 31, 2021

Global Trends of Regional Health Information Systems and Suggested Strategic Utilization of their Medical Information

Hyejin Park, Sung-Hong Kang, Young Sung Lee, et al.

Healthc Inform Res. 2021;27(3):175-181.

Objectives: Along with the exponentially-growing data produced and accumulated every day through mobile platforms, social networking services, the Internet, and other media, information is becoming increasingly important as a strategic...

Original Article

July 31, 2021

Development of a Risk Score for QT Prolongation in the Intensive Care Unit Using Time-Series Electrocardiogram Data and Electronic Medical Records

Tae Young Kim, Byung Jin Choi, Yeryung Koo, et al.

Healthc Inform Res. 2021;27(3):182-188.

Objectives: Drug-induced QT prolongation can lead to life-threatening arrhythmia. In the intensive care unit (ICU), various drugs are administered concurrently, which can increase the risk of QT prolongation. However, no...

Original Article

July 31, 2021

Impact of the Choice of Cross-Validation Techniques on the Results of Machine Learning-Based Diagnostic Applications

Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi

Healthc Inform Res. 2021;27(3):189-199.

Objectives: With advances in data availability and computing capabilities, artificial intelligence and machine learning technologies have evolved rapidly in recent years. Researchers have taken advantage of these developments in healthcare...

Original Article

July 31, 2021

Concerns of Thalassemia Patients, Carriers, and their Caregivers in Malaysia: Text Mining Information Shared on Social Media

Yuen Chi Phang, Azleena Mohd Kassim, Ernest Mangantig

Healthc Inform Res. 2021;27(3):200-213.

Objectives: The main aim of this study was to use text mining on social media to analyze information and gain insight into the health-related concerns of thalassemia patients, thalassemia carriers,...

Original Article

July 31, 2021

Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy

Georgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis, et al.

Healthc Inform Res. 2021;27(3):214-221.

Objectives: In the era of increasing antimicrobial resistance, the need for early identification and prompt treatment of multi-drug-resistant infections is crucial for achieving favorable outcomes in critically ill patients. As...

Original Article

July 31, 2021

Automatic Pectoral Muscle Removal and Microcalcification Localization in Digital Mammograms

Kevin Alejandro Hernández Gómez, Julian D. Echeverry-Correa, Álvaro Ángel Orozco Gutiérrez

Healthc Inform Res. 2021;27(3):222-230.

Objectives: Breast cancer is the most common cancer diagnosed in women, and microcalcification (MCC) clusters act as an early indicator. Thus, the detection of MCCs plays an important role in...

Original Article

July 31, 2021

Simple Wearable Device to Reduce Stress When Delivering a Speech without Pre-training

Takahiro Yamane, Yuma Nakadoi, Mina Takagi, et al.

Healthc Inform Res. 2021;27(3):231-240.

Objectives: There are many occasions in modern life when people must deliver presentations in front of audiences. Most people feel nervous before and while giving a speech. If there were...

Original Article

July 31, 2021

Validation of an Automatic Tagging System for Identifying Respiratory and Hemodynamic Deterioration Events in the Intensive Care Unit

Danielle Jeddah, Ofer Chen, Ari M. Lipsky, et al.

Healthc Inform Res. 2021;27(3):241-248.

Objectives: Predictive models for critical events in the intensive care unit (ICU) might help providers anticipate patient deterioration. At the heart of predictive model development lies the ability to accurately...

Strategy to Adopt and Deploy HL7 FHIR Standard for Healthcare Interoperability in Korea Sungchul Bae, Il Kon Kim, Byoung-Kee Yi Healthc Inform Res. 2021;27(3):173-174. Editorial July 31, 2021 Full text PubReader ePub PDF	Global Trends of Regional Health Information Systems and Suggested Strategic Utilization of their Medical Information Hyejin Park, Sung-Hong Kang, Young Sung Lee, et al. Healthc Inform Res. 2021;27(3):175-181. Review Article July 31, 2021 Full text PubReader ePub PDF
Development of a Risk Score for QT Prolongation in the Intensive Care Unit Using Time-Series Electrocardiogram Data and Electronic Medical Records Tae Young Kim, Byung Jin Choi, Yeryung Koo, et al. Healthc Inform Res. 2021;27(3):182-188. Original Article July 31, 2021 Full text PubReader ePub PDF	Impact of the Choice of Cross-Validation Techniques on the Results of Machine Learning-Based Diagnostic Applications Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi Healthc Inform Res. 2021;27(3):189-199. Original Article July 31, 2021 Full text PubReader ePub PDF Supplementary Material
Concerns of Thalassemia Patients, Carriers, and their Caregivers in Malaysia: Text Mining Information Shared on Social Media Yuen Chi Phang, Azleena Mohd Kassim, Ernest Mangantig Healthc Inform Res. 2021;27(3):200-213. Original Article July 31, 2021 Full text PubReader ePub PDF	Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy Georgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis, et al. Healthc Inform Res. 2021;27(3):214-221. Original Article July 31, 2021 Full text PubReader ePub PDF
Automatic Pectoral Muscle Removal and Microcalcification Localization in Digital Mammograms Kevin Alejandro Hernández Gómez, Julian D. Echeverry-Correa, Álvaro Ángel Orozco Gutiérrez Healthc Inform Res. 2021;27(3):222-230. Original Article July 31, 2021 Full text PubReader ePub PDF	Simple Wearable Device to Reduce Stress When Delivering a Speech without Pre-training Takahiro Yamane, Yuma Nakadoi, Mina Takagi, et al. Healthc Inform Res. 2021;27(3):231-240. Original Article July 31, 2021 Full text PubReader ePub PDF
Validation of an Automatic Tagging System for Identifying Respiratory and Hemodynamic Deterioration Events in the Intensive Care Unit Danielle Jeddah, Ofer Chen, Ari M. Lipsky, et al. Healthc Inform Res. 2021;27(3):241-248. Original Article July 31, 2021 Full text PubReader ePub PDF Supplementary Material	Heart Rate Variability as an Early Objective Indicator of Subjective Feeling of Depression in Daily Life Han-Gue Jo, Nara Shin Healthc Inform Res. 2021;27(3):249-254. Case Report July 31, 2021 Cited By 1 Full text PubReader ePub PDF
Evaluation of Official Healthcare Informatics Applications in Saudi Arabia and their Role in Addressing COVID-19 Pandemic Nouf Alassaf, Sulaiman Bah, Fatima Almulhim, et al. Healthc Inform Res. 2021;27(3):255-263. Case Report July 31, 2021 Full text PubReader ePub PDF