AIMC Topic: Decision Making

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Systematic literature review of machine learning methods used in the analysis of real-world data for patient-provider decision making.

BMC medical informatics and decision making Feb 15, 2021
BACKGROUND: Machine learning is a broad term encompassing a number of methods that allow the investigator to learn from the data. These methods may permit large real-world databases to be more rapidly translated to applications to inform patient-prov...
Algorithms Research Design Databases, Factual Humans Machine Learning Decision Making
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Hybrid BW-EDAS MCDM methodology for optimal industrial robot selection.

PloS one Feb 9, 2021
Industrial robots have different capabilities and specifications according to the required applications. It is becoming difficult to select a suitable robot for specific applications and requirements due to the availability of several types with diff...
Decision Making Robotics Industry
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Machine learning algorithms to predict seizure due to acute tramadol poisoning.

Human & experimental toxicology Feb 4, 2021
INTRODUCTION: This study was designed to develop and evaluate machine learning algorithms for predicting seizure due to acute tramadol poisoning, identifying high-risk patients and facilitating appropriate clinical decision-making.
Seizures Analgesics, Opioid Models, Biological Emergency Service, Hospital Bayes Theorem Tramadol Young Adult Bicarbonates Adult Pulse Hydrogen-Ion Concentration Adolescent Sex Characteristics Decision Making Male Humans Machine Learning Neural Networks, Computer Female
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Pain Treatment Evaluation in COVID-19 Patients with Hesitant Fuzzy Linguistic Multicriteria Decision-Making.

Journal of healthcare engineering Feb 1, 2021
The coronavirus disease 2019 (COVID-19) has emerged as a worldwide pandemic since March 2020. Although most patients complain of moderate or severe pain, these symptoms are generally underestimated and appropriate treatment is not applied. This study...
Humans Pandemics Fuzzy Logic Decision Making Pain Management COVID-19 Pain Measurement SARS-CoV-2 Linguistics
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Involvement of Machine Learning Tools in Healthcare Decision Making.

Journal of healthcare engineering Jan 27, 2021
In the present day, there are many diseases which need to be identified at their early stages to start relevant treatments. If not, they could be uncurable and deadly. Due to this reason, there is a need of analysing complex medical data, medical rep...
Algorithms Humans Artificial Intelligence Delivery of Health Care Decision Making Reproducibility of Results Machine Learning
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Factors that influence parents' intentions of using autonomous vehicles to transport children to and from school.

Accident; analysis and prevention Jan 25, 2021
High-level autonomous vehicles (AVs) are likely to improve the quality of children's travel to and from school (such as improve travel safety and increase travel mobility). These expected benefits will not be presented if parents are not willing to u...
Attitude Schools Accidents, Traffic Intention Decision Making Robotics Adult Male Humans Child Female Parents Young Adult Middle Aged
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A dynamic generalized fuzzy multi-criteria croup decision making approach for green supplier segmentation.

PloS one Jan 25, 2021
Supplier selection and segmentation are crucial tasks of companies in order to reduce costs and increase the competitiveness of their goods. To handle uncertainty and dynamicity in the supplier segmentation problem, this research thus proposes a new ...
Models, Theoretical Decision Making Uncertainty Fuzzy Logic
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An Elite Gene Guided Reproduction Operator for Many-Objective Optimization.

IEEE transactions on cybernetics Jan 15, 2021
Traditional reproduction operators in many-objective evolutionary algorithms (MaOEAs) seem to not be so effective to tackle many-objective optimization problems (MaOPs). This is mainly because the population size cannot be set to an arbitrarily large...
Models, Genetic Decision Making Evolution, Molecular Artificial Intelligence Algorithms
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Artificial intelligence in drug discovery: what is realistic, what are illusions? Part 1: Ways to make an impact, and why we are not there yet.

Drug discovery today Dec 17, 2020
Although artificial intelligence (AI) has had a profound impact on areas such as image recognition, comparable advances in drug discovery are rare. This article quantifies the stages of drug discovery in which improvements in the time taken, success ...
Clinical Trials as Topic Drug Development Decision Making Humans Animals Artificial Intelligence Drug Discovery
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Commentary on Jecker.

Journal of medical ethics Nov 24, 2020
Medical Futility Humans Persons with Disabilities Decision Making Aged Robotics
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