Challenges in deploying machine learning: a survey of case studies

A Paleyes, RG Urma, ND Lawrence - ACM computing surveys, 2022 - dl.acm.org
In recent years, machine learning has transitioned from a field of academic research interest
to a field capable of solving real-world business problems. However, the deployment of …

Exploring patient medication adherence and data mining methods in clinical big data: A contemporary review

Y Xu, X Zheng, Y Li, X Ye, H Cheng… - Journal of Evidence …, 2023 - Wiley Online Library
Background Increasingly, patient medication adherence data are being consolidated from
claims databases and electronic health records (EHRs). Such databases offer an indirect …

[PDF][PDF] Background and data configuration process of a nationwide population-based study using the korean national health insurance system

SO Song, CH Jung, YD Song, CY Park… - Diabetes & …, 2014 - synapse.koreamed.org
Background: The National Health Insurance Service (NHIS) recently signed an agreement to
provide limited open access to the databases within the Korean Diabetes Association for the …

Quality of Big Data in health care

SR Sukumar, R Natarajan, RK Ferrell - International journal of health …, 2015 - emerald.com
Purpose The current trend in Big Data analytics and in particular health information
technology is toward building sophisticated models, methods and tools for business …

Real world evidence: experience and lessons from China

X Sun, J Tan, L Tang, JJ Guo, X Li - Bmj, 2018 - bmj.com
Real world evidence: experience and lessons from China Page 1 the bmj | BMJ 2018;360:j5262
| doi: 10.1136/bmj.j5262 1 Medical ReseaRch in china Real world evidence: experience and …

[HTML][HTML] Assessing the burden of pneumonia using administrative data from Malaysia, Indonesia, and the Philippines

S Azmi, SM Aljunid, N Maimaiti, AA Ali, AM Nur… - International Journal of …, 2016 - Elsevier
Objectives To describe the incidence, mortality, cost, and length of stay (LOS) of hospitalized
community-acquired pneumonia (CAP) and hospital-acquired pneumonia (HAP) in three …

COVID-19 pneumonia and the subsequent risk of getting active pulmonary tuberculosis: a population-based dynamic cohort study using national insurance claims …

P Kumwichar, V Chongsuvivatwong - EClinicalMedicine, 2023 - thelancet.com
Background A three-fold increase in the incidence of detecting pulmonary tuberculosis
(PTB) in patients hospitalised with COVID-19 pneumonia compared with that in the general …

Toward mandatory health insurance in low‐income countries? An analysis of claims data in Tanzania

K Durizzo, K Harttgen, F Tediosi, M Sahu… - Health …, 2022 - Wiley Online Library
Many low‐income countries are in the process of scaling up health insurance with the goal
of achieving universal coverage. However, little is known about the usage and financial …

Big data in the public sector: A systematic literature review

C Fredriksson, F Mubarak, M Tuohimaa… - Scandinavian Journal of …, 2017 - publicera.kb.se
This systematic literature review describes how the concept of Big Data in the public sector
is understood theoretically and practically in the academic field. The article's aim is to …

Addressing gaps for health systems strengthening: a public perspective on health systems' response towards COVID-19

NZ Balqis-Ali, WH Fun, M Ismail, RJ Ng… - International journal of …, 2021 - mdpi.com
Strengthening the health systems through gaps identification is necessary to ensure
sustainable improvements especially in facing a debilitating outbreak such as COVID-19 …