Healthcare Informatics Research

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, Dimitris Kalles, Nikoletta Skarmoutsou, Maria Martsoukou, Constantinos Christopoulos, Malvina Lada, Stavroula Petropoulou, Aikaterini Velentza, Sophia Michelidou, Rea Chatzikyriakou, Evangelos Dimitrellos; Healthc Inform Res. 2021;27(3):214-221. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.214
Cited By 13; Full text PubReader ePub Crossref - TDM 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. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.189
Cited By 14; Full text PubReader ePub Crossref - TDM PDF Supplementary Material

Social Network Analysis of an Online Smoking Cessation Community to Identify Users’ Smoking Status: Adnan Muhammad Shah, Xiangbin Yan, Abdul Qayyum; Healthc Inform Res. 2021;27(2):116-126. Published online April 30, 2021; DOI: https://doi.org/10.4258/hir.2021.27.2.116; Full text PubReader ePub Crossref - TDM PDF

Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis: Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon; Healthc Inform Res. 2021;27(1):19-28. Published online January 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.1.19
Cited By 16; Full text PubReader ePub Crossref - TDM PDF Supplementary Material

Mortality Prediction from Hospital-Acquired Infections in Trauma Patients Using an Unbalanced Dataset: Mehrdad Karajizadeh, Mahdi Nasiri, Mahnaz Yadollahi, Amir Hussain Zolfaghari, Ali Pakdam; Healthc Inform Res. 2020;26(4):284-294. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.284
Cited By 2; Full text PubReader ePub Crossref - TDM PDF Supplementary Material

Analysis of Smartphone Recordings in Time, Frequency, and Cepstral Domains to Classify Parkinson’s Disease: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2020;26(4):274-283. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.274
Cited By 9; Full text PubReader ePub Crossref - TDM PDF Supplementary Material

Application of Predictive Modelling to Improve the Discharge Process in Hospitals: Sayed Hisham, Shahina Abdul Rasheed, Brayal Dsouza; Healthc Inform Res. 2020;26(3):166-174. Published online July 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.3.166
Cited By 2; Full text PubReader ePub Crossref - TDM PDF

Prediction of Serum Creatinine in Hemodialysis Patients Using a Kernel Approach for Longitudinal Data: Mohammad Moqaddasi Amiri, Leili Tapak, Javad Faradmal, Javad Hosseini, Ghodratollah Roshanaei; Healthc Inform Res. 2020;26(2):112-118. Published online April 30, 2020; DOI: https://doi.org/10.4258/hir.2020.26.2.112
Cited By 1; Full text PubReader ePub Crossref - TDM PDF

Analysis of Adverse Drug Reactions Identified in Nursing Notes Using Reinforcement Learning: Eunjoo Jeon, Youngsam Kim, Hojun Park, Rae Woong Park, Hyopil Shin, Hyeoun-Ae Park; Healthc Inform Res. 2020;26(2):104-111. Published online April 30, 2020; DOI: https://doi.org/10.4258/hir.2020.26.2.104
Cited By 7; Full text PubReader ePub Crossref - TDM PDF

Prediction of Chronic Disease-Related Inpatient Prolonged Length of Stay Using Machine Learning Algorithms: Hasan Symum, José L. Zayas-Castro; Healthc Inform Res. 2020;26(1):20-33. Published online January 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.1.20
Cited By 4; Full text PubReader Crossref - TDM PDF Supplementary Material

Machine Learning and Initial Nursing Assessment-Based Triage System for Emergency Department: Jae Yong Yu, Gab Yong Jeong, Ok Soon Jeong, Dong Kyung Chang, Won Chul Cha; Healthc Inform Res. 2020;26(1):13-19. Published online January 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.1.13
Cited By 16; Full text PubReader Crossref - TDM PDF Supplementary Material

Augmentation of Doppler Radar Data Using Generative Adversarial Network for Human Motion Analysis: Ibrahim Alnujaim, Youngwook Kim; Healthc Inform Res. 2019;25(4):344-349. Published online October 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.4.344
Cited By 8; Full text PubReader Crossref - TDM PDF

Machine Learning-Based Prediction of Korean Triage and Acuity Scale Level in Emergency Department Patients: Sae Won Choi, Taehoon Ko, Ki Jeong Hong, Kyung Hwan Kim; Healthc Inform Res. 2019;25(4):305-312. Published online October 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.4.305
Cited By 24; Full text PubReader Crossref - TDM PDF

Stacking Ensemble Technique for Classifying Breast Cancer: Hyunjin Kwon, Jinhyeok Park, Youngho Lee; Healthc Inform Res. 2019;25(4):283-288. Published online October 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.4.283
Cited By 19; Full text PubReader Crossref - TDM PDF

Artificial Intelligence Applications in Type 2 Diabetes Mellitus Care: Focus on Machine Learning Methods: Shahabeddin Abhari, Sharareh R. Niakan Kalhori, Mehdi Ebrahimi, Hajar Hasannejadasl, Ali Garavand; Healthc Inform Res. 2019;25(4):248-261. Published online October 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.4.248
Cited By 26; Full text PubReader Crossref - TDM PDF

Search