The use of Big Data Analytics in healthcare

K Batko, A Ślęzak - Journal of big Data, 2022 - Springer
Abstract The introduction of Big Data Analytics (BDA) in healthcare will allow to use new
technologies both in treatment of patients and health management. The paper aims at …

A case study for a big data and machine learning platform to improve medical decision support in population health management

F López-Martínez, ER Núñez-Valdez, V García-Díaz… - Algorithms, 2020 - mdpi.com
Big data and artificial intelligence are currently two of the most important and trending pieces
for innovation and predictive analytics in healthcare, leading the digital healthcare …

RETRACTED ARTICLE: MapReduce-based big data framework using modified artificial neural network classifier for diabetic chronic disease prediction

R Ramani, K Vimala Devi, K Ruba Soundar - Soft Computing, 2020 - Springer
Recently, healthcare data consist of an enormous amount of information, which is
challenging to maintain by manual methods. Due to the development of big data in the …

Performance enhancement of predictive analytics for health informatics using dimensionality reduction techniques and fusion frameworks

S Ayesha, MK Hanif, R Talib - IEEE Access, 2021 - ieeexplore.ieee.org
Predictive analytics has become an essential area of research in health informatics. The
availability of multi-source and multi-modal data in healthcare has made the disease …

Big data analytics in the healthcare industry: A systematic review and roadmap for practical implementation in Nigeria

OTE Odoemene - … of Educational Research in Developing Areas, 2023 - jeredajournal.com
Introduction: The introduction of digitization of healthcare data has posed both challenges
and opportunities within the industry. Big Data Analytics (BDA) has emerged as a powerful …

The role of big data, data science and data analytics in financial engineering

V Chakravaram, J Srinivas, S Ratnakaram - Proceedings of the 2019 …, 2019 - dl.acm.org
Financial engineering is the process of creating innovative solutions for the existing financial
problems of a company by using applications of mathematical methods. Financial …

Predictive Analytics in Healthcare: The Use of Machine Learning for Diagnoses

ZE Rasjid - … Conference on Electrical, Computer and Energy …, 2021 - ieeexplore.ieee.org
Currently with COVID19 pandemic, health becomes an important factor in our daily life.
There are many diseases, some are treatable, some are lethal. Predictive analytics is a …

Analysis: Forecasting Patient's Outcomes and Medical Trends

A Singhal, D Gopinathan - Prediction in Medicine: The Impact of …, 2024 - books.google.com
Predictive analysis is rapidly transforming the healthcare industry by leveraging advanced
data analytics techniques to predict patient outcomes and identify medical record trends …

A Big Data and Machine Learning Model to Improve Medical Decision Support in Population Health Management

FE López Martínez - 2020 - digibuo.uniovi.es
Big data y Machine Learning son las piezas de tendencia más importantes para la
innovación y el análisis predictivo en la atención médica, liderando la transformación digital …