Big Data Analytics in Healthcare

المؤلفون المشاركون

Najarian, Kayvan
Belle, Ashwin
Thiagarajan, Raghuram
Soroushmehr, S. M. Reza
Navidi, Fatemeh
Beard, Daniel A.

المصدر

BioMed Research International

العدد

المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-16، 16ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2015-07-02

دولة النشر

مصر

عدد الصفحات

16

التخصصات الرئيسية

الطب البشري

الملخص EN

The rapidly expanding field of big data analytics has started to play a pivotal role in the evolution of healthcare practices and research.

It has provided tools to accumulate, manage, analyze, and assimilate large volumes of disparate, structured, and unstructured data produced by current healthcare systems.

Big data analytics has been recently applied towards aiding the process of care delivery and disease exploration.

However, the adoption rate and research development in this space is still hindered by some fundamental problems inherent within the big data paradigm.

In this paper, we discuss some of these major challenges with a focus on three upcoming and promising areas of medical research: image, signal, and genomics based analytics.

Recent research which targets utilization of large volumes of medical data while combining multimodal data from disparate sources is discussed.

Potential areas of research within this field which have the ability to provide meaningful impact on healthcare delivery are also examined.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Belle, Ashwin& Thiagarajan, Raghuram& Soroushmehr, S. M. Reza& Navidi, Fatemeh& Beard, Daniel A.& Najarian, Kayvan. 2015. Big Data Analytics in Healthcare. BioMed Research International،Vol. 2015, no. 2015, pp.1-16.
https://search.emarefa.net/detail/BIM-1055222

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Belle, Ashwin…[et al.]. Big Data Analytics in Healthcare. BioMed Research International No. 2015 (2015), pp.1-16.
https://search.emarefa.net/detail/BIM-1055222

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Belle, Ashwin& Thiagarajan, Raghuram& Soroushmehr, S. M. Reza& Navidi, Fatemeh& Beard, Daniel A.& Najarian, Kayvan. Big Data Analytics in Healthcare. BioMed Research International. 2015. Vol. 2015, no. 2015, pp.1-16.
https://search.emarefa.net/detail/BIM-1055222

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1055222