An intelligent decision support system for production planning based on machine learning

G González Rodríguez, JM Gonzalez-Cava… - Journal of Intelligent …, 2020 - Springer
… the experience of the decision manager. Despite using artificial intelligent techniques, the
self-explanatory structure of the decision trees together with fuzzy logic algorithms turns our …

Clinical decision support systems for triage in the emergency department using intelligent systems: a review

M Fernandes, SM Vieira, F Leite, C Palos… - Artificial Intelligence in …, 2020 - Elsevier
… (CDSS) thereby providing the health professionals with … within i-DSS research is machine
learning, which allows DSS to … trees have the advantage that they are not black-box models, …

Intelligent decision support with machine learning for efficient management of mechanical ventilation in the intensive care unit–A critical overview

CI Ossai, N Wickramasinghe - International Journal of Medical Informatics, 2021 - Elsevier
Machine Learning (ML) algorithms in decision support. The studies relied on (n = 14) ML
algorithms … as reducing the cost of healthcare. This review found that implementing IDS with ML …

[HTML][HTML] Machine learning based clinical decision support system for early COVID-19 mortality prediction

A Karthikeyan, A Garg, PK Vinod… - … in public health, 2021 - frontiersin.org
… the performances of various machine learning algorithms, we tried six different models as
listed … This study reports machine learning model that is expected to aid in the decision-making …

[PDF][PDF] The concept of developing a decision support system for the epidemic morbidity control

S Yakovlev, K Bazilevych, D Chumachenko… - 2020 - academia.edu
machine learning models for analyzing the epidemic process; creation of a bank of simulation
models; improvement of methods of intelligent … of state power, the Public Health Centers of …

A decision support system for heart disease prediction based upon machine learning

P Rani, R Kumar, NMOS Ahmed, A Jain - Journal of Reliable Intelligent …, 2021 - Springer
… It helps improve patient monitoring without visiting the health center [9, 10]. … disease making
use of various machine learning algorithms. Different decision support systems proposed by …

[PDF][PDF] Machine learning-based decision support system for early detection of breast cancer

M Li, G Nanda, SS Chhajedss… - … Education and …, 2020 - archives.ijper.org
… state-of-theart machine learning models and a decision support system based on these …
machine learning, text mining, and intelligent decision support systems in the areas of healthcare

[HTML][HTML] Explainable artificial intelligence for human decision support system in the medical domain

S Knapič, A Malhi, R Saluja, K Främling - Machine Learning and …, 2021 - mdpi.com
machine learning models’ decisions are whether we should trust these decisions and how
machine learning or deep learning models … behavior of intelligent autonomous systems to be …

[HTML][HTML] Current challenges and future opportunities for XAI in machine learning-based clinical decision support systems: a systematic review

AM Antoniadi, Y Du, Y Guendouz, L Wei, C Mazo… - Applied Sciences, 2021 - mdpi.com
… designed to assist in the delivery of healthcare, and ML is … person-specific information,
intelligently filtered, or presented … concordance rate between machine learning models and what …

Association of clinician diagnostic performance with machine learning–based decision support systems: a systematic review

B Vasey, S Ursprung, B Beddoe, EH Taylor… - JAMA network …, 2021 - jamanetwork.com
… an association between the use of machine learning–based clinical algorithms to … machine
learning (ML)–based clinical decision support systems (CDSSs) are described in the medical