Healthcare Informatics Research

Review Article

October 31, 2021

Mobile Health Technology and Healthcare Providers: Systemic Barriers to Adoption

Somayyeh Zakerabasali, Seyed Mohammad Ayyoubzadeh, Tayebeh Baniasadi, et al.

Healthc Inform Res. 2021;27(4):267-278.

Objectives: Despite the growing use of mobile health (mHealth), certain barriers seem to be hindering the use of mHealth applications in healthcare. This article presents a systematic review of the...

Original Article

October 31, 2021

Estimating the Optimal Dexketoprofen Pharmaceutical Formulation with Machine Learning Methods and Statistical Approaches

Atakan Başkor, Yağmur Pirinçci Tok, Burcu Mesut, et al.

Healthc Inform Res. 2021;27(4):279-286.

Objectives: Orally disintegrating tablets (ODTs) can be utilized without any drinking water; this feature makes ODTs easy to use and suitable for specific groups of patients. Oral administration of drugs...

Original Article

October 31, 2021

Mapping the Korean National Health Checkup Questionnaire to Standard Terminologies

Ji Eun Hwang, Hyeoun-Ae Park, Soo-Yong Shin

Healthc Inform Res. 2021;27(4):287-297.

Objectives: An increasing emphasis has been placed on the integration of clinical data and patient-generated health data (PGHD), which are generated outside of hospitals. This study explored the possibility of...

Original Article

October 31, 2021

Five-Class Classification of Cervical Pap Smear Images: A Study of CNN-Error-Correcting SVM Models

Audrey K. C. Huong, Kim Gaik Tay, Xavier T. I. Ngu

Healthc Inform Res. 2021;27(4):298-306.

Objectives: Different complex strategies of fusing handcrafted descriptors and features from convolutional neural network (CNN) models have been studied, mainly for two-class Papanicolaou (Pap) smear image classification. This paper explores...

Original Article

October 31, 2021

Predicting Hospital Readmission in Heart Failure Patients in Iran: A Comparison of Various Machine Learning Methods

Roya Najafi-Vosough, Javad Faradmal, Seyed Kianoosh Hosseini, et al.

Healthc Inform Res. 2021;27(4):307-314.

Objectives: Heart failure (HF) is a common disease with a high hospital readmission rate. This study considered class imbalance and missing data, which are two common issues in medical data....

Original Article

October 31, 2021

Stakeholders’ Perceptions of the Implementation of a Patient-Centric Digital Health Application for Primary Healthcare in India

Dharamjeet Singh Faujdar, Tarundeep Singh, Manmeet Kaur, et al.

Healthc Inform Res. 2021;27(4):315-324.

Objectives: Health systems are shifting from traditional methods of healthcare delivery to delivery using digital applications. This change was introduced at a primary care centre in Chandigarh, India that served...

Original Article

October 31, 2021

Population Mobility, Lockdowns, and COVID-19 Control: An Analysis Based on Google Location Data and Doubling Time from India

Aravind Gandhi Periyasamy, U Venkatesh

Healthc Inform Res. 2021;27(4):325-334.

Objectives: Physical distancing is a control measure against coronavirus disease 2019 (COVID-19). Lockdowns are a strategy to enforce physical distancing in urban areas, but they are drastic measures. Therefore, we...

Sharing Biomedical Data Obtained Through Government-Funded Research and Development Projects in Korea Seungwoo Hwang, Hyoun-Joong Kong Healthc Inform Res. 2021;27(4):265-266. Editorial October 31, 2021 Full text PubReader ePub PDF	Mobile Health Technology and Healthcare Providers: Systemic Barriers to Adoption Somayyeh Zakerabasali, Seyed Mohammad Ayyoubzadeh, Tayebeh Baniasadi, et al. Healthc Inform Res. 2021;27(4):267-278. Review Article October 31, 2021 Full text PubReader ePub PDF
Estimating the Optimal Dexketoprofen Pharmaceutical Formulation with Machine Learning Methods and Statistical Approaches Atakan Başkor, Yağmur Pirinçci Tok, Burcu Mesut, et al. Healthc Inform Res. 2021;27(4):279-286. Original Article October 31, 2021 Full text PubReader ePub PDF	Mapping the Korean National Health Checkup Questionnaire to Standard Terminologies Ji Eun Hwang, Hyeoun-Ae Park, Soo-Yong Shin Healthc Inform Res. 2021;27(4):287-297. Original Article October 31, 2021 Full text PubReader ePub PDF Supplementary Material
Five-Class Classification of Cervical Pap Smear Images: A Study of CNN-Error-Correcting SVM Models Audrey K. C. Huong, Kim Gaik Tay, Xavier T. I. Ngu Healthc Inform Res. 2021;27(4):298-306. Original Article October 31, 2021 Full text PubReader ePub PDF	Predicting Hospital Readmission in Heart Failure Patients in Iran: A Comparison of Various Machine Learning Methods Roya Najafi-Vosough, Javad Faradmal, Seyed Kianoosh Hosseini, et al. Healthc Inform Res. 2021;27(4):307-314. Original Article October 31, 2021 Full text PubReader ePub PDF
Stakeholders’ Perceptions of the Implementation of a Patient-Centric Digital Health Application for Primary Healthcare in India Dharamjeet Singh Faujdar, Tarundeep Singh, Manmeet Kaur, et al. Healthc Inform Res. 2021;27(4):315-324. Original Article October 31, 2021 Full text PubReader ePub PDF	Population Mobility, Lockdowns, and COVID-19 Control: An Analysis Based on Google Location Data and Doubling Time from India Aravind Gandhi Periyasamy, U Venkatesh Healthc Inform Res. 2021;27(4):325-334. Original Article October 31, 2021 Full text PubReader ePub PDF
Developing an Interactive Computer Program for Integrated Dental Education Ava K. Chow, Nazlee Sharmin Healthc Inform Res. 2021;27(4):335-340. Case Report October 31, 2021 Full text PubReader ePub PDF	Research Development Using REDCap Software Klauss Kleydmann Sabino Garcia, Amanda Amaral Abrahão Healthc Inform Res. 2021;27(4):341-349. Tutorial October 31, 2021 Full text PubReader ePub PDF
Anesthesiologist’s Perspective on the Standardization of Clinical Terminology in Electronic Health Records Kyoung Ok Kim Healthc Inform Res. 2021;27(4):350-351. Communication October 31, 2021 Full text PubReader ePub PDF