Application of Big Data Analytics in Precision Medicine: Lesson for Ethiopia

被引:1
作者
Woldemariam, Misganaw Tadesse [1 ,2 ]
Alemneh, Daniel Gelaw [3 ]
机构
[1] Jimma Univ, Inst Technol, Dept Informat Sci, Jimma, Ethiopia
[2] Bonga Coll Educ, Dept Informat & Commun Technol, Bonga, Ethiopia
[3] Univ North Texas, Denton, TX 76201 USA
关键词
Precision medicine; big data; big data analytics; Ethiopia; HEALTH; FRAMEWORK; CANCER;
D O I
10.1142/S0219649223500533
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
In Ethiopia, healthcare service delivery faces various challenges, specifically in relation to prescribing the right medicine to the right patient at the right time. Thus, patients are exposed to challenges ranging from staying on treatment plans longer than necessary, leaving treatment too early and dying of complications. This paper aims to explore the trends, challenges and opportunities of applying big data analytics (BDA) in precision medicine in other locations around the globe and taking lessons for Ethiopia through a systematic review of 14 peer-reviewed articles from three popular databases. The findings indicate that cancer, epilepsy and systemic diseases altogether are areas currently getting big attention. The challenges are attributed to the nature of health data, failure in collaboration of data sharing, ethical and legal issues, interoperability of systems, poor knowledge skills and culture, and poor infrastructure. In addition to the adoption of modern technologies (new and experimental methods, cloud computing, Internet of Things, social networks, etc.), Ethiopia's government initiative to promote private technological firms could be an opportunity to use BDA in precision medicine in Ethiopia.
引用
收藏
页数:18
相关论文
共 40 条
[1]  
Akal TD, 2019, IFIP ADV INFORM COMM, P234, DOI [10.1007/978-3-030-20671-0_17, DOI 10.1007/978-3-030-20671-0_17]
[2]   Big Data for Health [J].
Andreu-Perez, Javier ;
Poon, Carmen C. Y. ;
Merrifield, Robert D. ;
Wong, Stephen T. C. ;
Yang, Guang-Zhong .
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2015, 19 (04) :1193-1208
[3]  
Auffray C, 2016, GENOME MED, V8, DOI [10.1186/s13073-016-0265-4, 10.1186/s13073-016-0323-y]
[4]  
Chai W, 2021, WHAT IS BIG DATA ANA
[5]   Big data analytics for personalized medicine [J].
Cirillo, Davide ;
Valencia, Alfonso .
CURRENT OPINION IN BIOTECHNOLOGY, 2019, 58 :161-167
[6]   Glycyrrhetinic acid and its derivatives as potential alternative medicine to relieve symptoms in nonhospitalized COVID-19 patients [J].
Ding, Hong ;
Deng, Wenjun ;
Ding, Lingling ;
Ye, Xiaoqun ;
Yin, Shanye ;
Huang, Weishan .
JOURNAL OF MEDICAL VIROLOGY, 2020, 92 (10) :2200-2204
[7]  
Endalamaw A, 2020, PREPRINT, DOI [10.21203/rs.3, DOI 10.21203/RS.3]
[8]  
Federal Ministry of Health (FMoH), 2015, ETH HLTH SECT TRANSF
[9]  
FMOH, 2014, ETH NAT EHEALTH STRA
[10]   Big data analytics in health sector: Theoretical framework, techniques and prospects [J].
Galetsi, Panagiota ;
Katsaliaki, Korina ;
Kumar, Sameer .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2020, 50 (50) :206-216