AIMC Topic: Decision Making

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Impact of machine learning-based coronary computed tomography angiography fractional flow reserve on treatment decisions and clinical outcomes in patients with suspected coronary artery disease.

European radiology May 28, 2020
OBJECTIVES: This study investigated the impact of machine learning (ML)-based fractional flow reserve derived from computed tomography (FFR) compared to invasive coronary angiography (ICA) for therapeutic decision-making and patient outcome in patien...
Coronary Artery Disease Disease Management Computed Tomography Angiography Fractional Flow Reserve, Myocardial Severity of Illness Index Decision Making Predictive Value of Tests Coronary Angiography Female Male Middle Aged Humans Artificial Intelligence Machine Learning Retrospective Studies
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The interplay between multisensory integration and perceptual decision making.

NeuroImage May 23, 2020
Facing perceptual uncertainty, the brain combines information from different senses to make optimal perceptual decisions and to guide behavior. However, decision making has been investigated mostly in unimodal contexts. Thus, how the brain integrates...
Male Functional Neuroimaging Models, Theoretical Decision Making Concept Formation Electroencephalography Humans Pattern Recognition, Visual Supervised Machine Learning Female Auditory Perception Psychomotor Performance Young Adult Signal Detection, Psychological Cerebral Cortex Adult
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Machine Learning Systems Applied to Health Data and System.

European journal of health law May 19, 2020
The use of machine learning (ML) in medicine is becoming increasingly fundamental to analyse complex problems by discovering associations among different types of information and to generate knowledge for medical decision support. Many regulatory and...
Decision Making Risk Management Bias Confidentiality Malpractice Safety Medical Informatics Precision Medicine Medical Device Legislation Humans Trust Machine Learning Drug Discovery Software Drug Development
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Predicting polysomnographic severity thresholds in children using machine learning.

Pediatric research May 9, 2020
BACKGROUND: Approximately 500,000 children undergo tonsillectomy and adenoidectomy (T&A) annually for treatment of obstructive sleep disordered breathing (oSDB). Although polysomnography is beneficial for preoperative risk stratification in these chi...
Monitoring, Physiologic Decision Making Tonsillectomy Signal Processing, Computer-Assisted Asthma Male Surveys and Questionnaires Child Actigraphy Hypersensitivity Polysomnography Oximetry Sleep Apnea Syndromes Sleep Apnea, Obstructive Anthropometry Risk Humans Machine Learning Algorithms Female Adenoidectomy
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Developing successful environmental decision support systems: Challenges and best practices.

Journal of environmental management Apr 29, 2020
Environmental decision support systems (EDSSs), or DSS applied in the environmental field, have been developed for over 40 years now. However, most of these tools fail to find use or fall out of use extremely quickly. In the aim of aiding in the conc...
Software Decision Making Expert Systems
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A "Third Wheel" Effect in Health Decision Making Involving Artificial Entities: A Psychological Perspective.

Frontiers in public health Apr 28, 2020
In the near future, Artificial Intelligence (AI) is expected to participate more and more in decision making processes, in contexts ranging from healthcare to politics. For example, in the healthcare context, doctors will increasingly use AI and mach...
Delivery of Health Care Humans Decision Making Artificial Intelligence Decision Making, Shared Machine Learning
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Development and Validation of Machine Learning Algorithms for Predicting Adverse Events After Surgery for Lumbar Degenerative Spondylolisthesis.

World neurosurgery Apr 25, 2020
BACKGROUND: Preoperative prognostication of adverse events (AEs) for patients undergoing surgery for lumbar degenerative spondylolisthesis (LDS) can improve risk stratification and help guide the surgical decision-making process. The aim of this stud...
Postoperative Complications Adolescent Logistic Models Age Factors Decision Making Humans Functional Status Clinical Decision Rules Machine Learning Neurosurgical Procedures Algorithms Young Adult Spinal Fusion Prognosis Bone Transplantation Adult Lumbar Vertebrae Female Ilium Male Alkaline Phosphatase Risk Factors Serum Albumin Middle Aged Sex Factors Aged Spondylolisthesis Transplantation, Autologous Aged, 80 and over
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Multiple Group Decision Making for Selecting Emergency Alternatives: A Novel Method Based on the LDWPA Operator and LD-MABAC.

International journal of environmental research and public health Apr 24, 2020
When an emergency event occurs, it is critical to respond in the shortest possible time. Therefore, the rationality and effectiveness of emergency decisions are the key links in emergency management. In this paper, with aims to investigate the proble...
Humans Algorithms Decision Making Emergencies Linguistics Fuzzy Logic Group Processes Social Perception
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Implementation of an Artificial Intelligence Algorithm for sepsis detection.

Revista brasileira de enfermagem Apr 9, 2020
OBJECTIVES: to present the nurses' experience with technological tools to support the early identification of sepsis.
Artificial Intelligence Decision Making Humans Algorithms Program Development Sepsis Guideline Adherence
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A Stochastic Multi-Attribute Method for Measuring Sustainability Performance of a Supplier Based on a Triple Bottom Line Approach in a Dual Hesitant Fuzzy Linguistic Environment.

International journal of environmental research and public health Mar 23, 2020
China is a developing country and with the speeding up of its industrialization, the environmental problems are becoming more serious, environmental pollution is a major environmental health problem in China. In order to have a more effective managem...
Decision Making China Sustainable Development Fuzzy Logic Commerce Linguistics
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