Intelligent decision support system in healthcare using machine learning models

A Patnaik - Recent Patents on Engineering, 2024 - ingentaconnect.com
Background: The use of intelligent decision support systems (IDSS) is widespread in the
healthcare industry, particularly for real-time data, client and family history datasets, and …

A study of machine learning initiatives in the global healthcare sector using different case studies

S Singh - Computational Intelligence in Healthcare, 2023 - taylorfrancis.com
Over the years, there have been substantial developments in how machine learning (ML)
can be used in several industries, research and development. Machine learning is used to …

Employing Machine Learning for Predictive Data Analytics in Healthcare

R Akhare, M Mangla, S Deokar… - … of Research on …, 2022 - api.taylorfrancis.com
Technological advancements have transformed and revolutionized several fields, including
transportation, agriculture, finance, weather monitoring, etc. Apart from these, healthcare has …

[HTML][HTML] Smart healthcare disease diagnosis and patient management: Innovation, improvement and skill development

A Ray, AK Chaudhuri - Machine Learning with Applications, 2021 - Elsevier
Data mining (DM) is an instrument of pattern detection and retrieval of knowledge from a
large quantity of data. Many robust early detection services and other health-related …

Review of Machine Learning Approaches in the Field of Healthcare

U Gogate, H Bhagwat - Intelligent Approaches to Cyber Security, 2024 - taylorfrancis.com
Machine learning (ML) is the most conspicuous area of computational science which
focuses on analysis and interpretation of patterns and structures in data. It enables learning …

Applying data science approach to predicting diseases and recommending drugs in healthcare using machine learning models–a cardio disease case study

MA Lambay, SP Mohideen - Multimedia Tools and Applications, 2024 - Springer
Cardiovascular diseases are causing more deaths across the globe. With innovations in
Artificial Intelligence (AI) predicting such diseases early is very important research area. With …

[PDF][PDF] ASurvey ON EFFICIENT USE OF DATA MINING AND MACHINE LEARNING IN HEALTHCARE APPLICATIONS

A Hastak, P Kashyap, N Surana, B Inje - challenge, 2021 - academia.edu
With the continuous advancement in technology, data mining and machine learning have
found applications in various industries, including but not limited to agriculture, automobile …

Machine Learning in Healthcare

S Kushwaha, R Srivastava, H Vats… - Machine Learning for …, 2022 - igi-global.com
Abstract Machine learning approaches are utilized in healthcare for computational decision-
making in cases where critical medical data analysis is required to identify hidden linkages …

Smart healthcare support using data mining and machine learning

T Chatzinikolaou, E Vogiatzi, A Kousis… - IoT and WSN based Smart …, 2022 - Springer
Ever since the first cities were created, they have been dependent on technology to sustain
life. The smart city paradigm integrates advanced monitoring, sensing, communication, and …

A Comprehensive Review of the Application of Machine Learning in Medicine and Health Care

T Tassew, X Nie - Authorea Preprints, 2023 - techrxiv.org
The world is currently undergoing a rapid transformation in technology that will drastically
change our lives, and potentially redefine what it means to be human. Machine learning has …