Review on enhancing clinical decision support system using machine learning

A Masood, U Naseem, J Rashid, J Kim… - CAAI Transactions on …, 2024 - Wiley Online Library
Clinical decision‐making is a complex patient‐centred process. For an informed clinical
decision, the input data is very thorough ranging from detailed family history, environmental …

Integration of Machine Learning in Clinical Decision Support Systems

M Siddiq - Eduvest-Journal of Universal Studies, 2021 - eduvest.greenvest.co.id
Clinical decision support (CDS) systems offer healthcare professionals real-time, evidence-
based assistance for the diagnosis, treatment, and monitoring of medical disorders, which …

Computer-aided diagnosis using machine learning techniques

SS Prakash, K Harshitha, AO Charitha… - … on Smart Data …, 2023 - ieeexplore.ieee.org
Computer-aided diagnosis (CAD), a field of medical analysis, is rapidly advancing in a large
range and is becoming more complex. Computer-aided recently, there has been a lot of …

An overview of clinical decision support system (CDSS) as a computational tool and its applications in public health

PK Gupta, AT Ramachandran, AM Keerthi… - … in ubiquitous computing, 2021 - Springer
In this day and age with technology advancing rapidly, it has become possible to store and
access tremendous amount of data at the touch of one's fingertips. Diligent utilization of …

Medical diagnosis using machine learning: a statistical review

KA Bhavsar, J Singla, YD Al-Otaibi… - Computers …, 2021 - e-space.mmu.ac.uk
Decision making in case of medical diagnosis is a complicated process. A large number of
overlapping structures and cases, and distractions, tiredness, and limitations with the human …

[PDF][PDF] An analysis of artificial intelligence based clinical decision support systems

S Matheus, VB Den - Journal of Biomedical and Sustainable …, 2021 - anapub.co.ke
The growing availability of medical data has sparked fresh interests in Computerized
Clinical Decision Support Systems (CDSS), thanks to recent breakthroughs in machine and …

Machine learning based decision support systems (DSS) for heart disease diagnosis: a review

S Safdar, S Zafar, N Zafar, NF Khan - Artificial Intelligence Review, 2018 - Springer
The current review contributes with an extensive overview of decision support systems in
diagnosing heart diseases in clinical settings. The investigators independently screened …

[PDF][PDF] Machine learning for medical decision support: evaluating diagnostic performance of machine learning classification algorithms

P Herron - INLS, 2004 - researchgate.net
The present study explored dichotomic classification methods for medical diagnosis data
through three experiments. A first experiment run in Weka used four different classification …

Is it appropriate, or ethical, to use health data collected for the purpose of direct patient care to develop computerized predictive decision support tools

W Bonney - Stud Health Technol Inform, 2009 - books.google.com
The increasing use of clinical decision support systems (CDSS) to assist clinicians in
decision-making is pushing the limits of information technology. The emergence of …

[PDF][PDF] Application of machine and deep learning algorithms in intelligent clinical decision support systems in healthcare

JT Kim - J Health Med Inform, 2018 - academia.edu
Objective: The purpose of this paper is to review the PubMed/MEDLINE literature for articles
that discuss the use of machine learning (ML) and deep learning (DL) for clinical decision …