Predictors of outpatients’ no-show: big data analytics using apache spark

Autor: Tahani Daghistani, Huda AlGhamdi, Riyad Alshammari, Raed H. AlHazme

Publikováno v: Journal of Big Data, Vol 7, Iss 1, Pp 1-15 (2020)

Abstract Outpatients who fail to attend their appointments have a negative impact on the healthcare outcome. Thus, healthcare organizations facing new opportunities, one of them is to improve the quality of healthcare. The main challenges is predicti

Externí odkaz: https://doaj.org/article/3a09f8b039684694947a52e88dc8cccd

Middle East and North African Health Informatics Association (MENAHIA)

Autor: Zaid Al-Hamdan, Eiman Al-Jafar, Dari Alhuwail, Mowafa Househ, Osama El Hassan, Khalid AlKhalifa, Salim Al Salmi, Riyad Alshammari, Adel Taweel, Dena Al Thani, Abdulwahhab Alshammari, Luis Fernandez Luque, Najeeb Al-Shorbaji

Publikováno v: Yearbook of Medical Informatics. 29:290-294

SummaryOver the years, Health Informatics initiatives in the Middle East and North African region have been thriving with a number of different educational, scientific, professional, and technological developments taking place. Within the past year,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::08584b7402a61303f152be7c0f420568
https://doi.org/10.1055/s-0040-1701968

Utilizing Machine Learning to Recognize Human Activities for Elderly and Homecare

Autor: Riyad Alshammari, Razan Alaraj

Publikováno v: Acta Informatica Medica

Introduction: Dementia is a progressive disorder associated with age, which is characterized by deterioration of individuals’ cognitive functions such as the ability to perform routine tasks. With the increase of human life expectancy, the prevalen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::129e22595bad7ebf999f447ca1cf00d9
http://europepmc.org/articles/PMC7780789

Middle East and North African Health Informatics Association (MENAHIA): A New Opportunity for the Region

Autor: Dari Alhuwail, Najeeb Al-Shorbaji, Salim Al Salmi, Osama El Hassan, Hassan Ghazal, Abdulwahhab Alshammari, Eiman Al-Jafar, Riyad Alshammari, Zaid Al-Hamadan, Zakiuddin Ahmed

Publikováno v: Yearbook of Medical Informatics. 28:292-296

During the 2018 IMIA General Assembly (GA) held on Oct 2018 in Sri Lanka, a new organization, the Middle East and North African Health Informatics Association (MENAHIA) was established as a regional non-governmental organization to promote Health Inf

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a4c907884a118fb8745ab7fbd87c49dd
https://doi.org/10.1055/s-0039-1677896

Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms with Electronic Health Records (Preprint)

Autor: Zakhriya Alhassan, Matthew Watson, David Budgen, Riyad Alshammari, Ali Alessa, Noura Al Moubayed

Publikováno v: JMIR Medical Informatics, Vol 9, Iss 5, p e25237 (2021)
JMIR Medical Informatics
JMIR medical informatics, 2021, Vol.9(5), pp.e25237 [Peer Reviewed Journal]

BACKGROUND Predicting the risk of glycated hemoglobin (HbA1c) elevation can help identify patients with the potential for developing serious chronic health problems, such as diabetes. Early preventive interventions based upon advanced predictive mode

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f74cb2911a310abdd1e336a42c05ef0
https://doi.org/10.2196/25237