AIMC Topic: Consensus

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A deep learning model incorporating spatial and temporal information successfully detects visual field worsening using a consensus based approach.

Scientific reports Jan 19, 2023
Glaucoma is a leading cause of irreversible blindness, and its worsening is most often monitored with visual field (VF) testing. Deep learning models (DLM) may help identify VF worsening consistently and reproducibly. In this study, we developed and ...
Disease Progression Deep Learning Intraocular Pressure Middle Aged Visual Fields Visual Field Tests Consensus Vision Disorders Humans Glaucoma Retrospective Studies Female
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Utilizing a Digital Swarm Intelligence Platform to Improve Consensus Among Radiologists and Exploring Its Applications.

Journal of digital imaging Nov 22, 2022
Radiologists today play a central role in making diagnostic decisions and labeling images for training and benchmarking artificial intelligence (AI) algorithms. A key concern is low inter-reader reliability (IRR) seen between experts when interpretin...
Radiologists Intelligence Animals Consensus Artificial Intelligence Reproducibility of Results Humans
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A New Consensus Model Based on Trust Interactive Weights for Intuitionistic Group Decision Making in Social Networks.

IEEE transactions on cybernetics Nov 18, 2022
A promising feature for group decision making (GDM) lies in the study of the interaction between individuals. In conventional GDM research, experts are independent. This is reflected in the setting of preferences and weights. Nevertheless, each exper...
Male Trust Humans Female Decision Making Consensus Social Networking Fuzzy Logic
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MILCDock: Machine Learning Enhanced Consensus Docking for Virtual Screening in Drug Discovery.

Journal of chemical information and modeling Nov 7, 2022
Molecular docking tools are regularly used to computationally identify new molecules in virtual screening for drug discovery. However, docking tools suffer from inaccurate scoring functions with widely varying performance on different proteins. To en...
Protein Binding Ligands Drug Discovery Consensus Machine Learning Molecular Docking Simulation
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An Additive Consistency and Consensus Approach for Group Decision Making With Probabilistic Hesitant Fuzzy Linguistic Preference Relations and Its Application in Failure Criticality Analysis.

IEEE transactions on cybernetics Oct 17, 2022
In this article, probabilistic hesitant fuzzy linguistic preference relations (PHFLPRs) are proposed to present the qualitative pairwise preference information of decision makers (DMs) with hesitation and probability uncertainty assessments. The meas...
Fuzzy Logic Algorithms Decision Making Consensus Linguistics
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International Expert Consensus on Metric-based Characterization of Robot-assisted Partial Nephrectomy.

European urology focus Oct 10, 2022
BACKGROUND: Robot-assisted partial nephrectomy (RAPN) training usually takes place in vivo, and methods vary across countries/institutions. No common system exists to objectively assess trainee ability to perform RAPN at predetermined performance lev...
Humans Consensus Robotics Laparoscopy Robotic Surgical Procedures Nephrectomy
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Neurodynamic approaches for sparse recovery problem with linear inequality constraints.

Neural networks : the official journal of the International Neural Network Society Sep 17, 2022
This paper develops two neurodynamic approaches for solving the L-minimization problem with the linear inequality constraints. First, a centralized neurodynamic approach is proposed based on projection operator and nonnegative quadrant. The stability...
Consensus Computer Security Neural Networks, Computer
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Artificial intelligence in medical education curriculum: An e-Delphi study for competencies.

PloS one Jul 21, 2022
BACKGROUND: Artificial intelligence (AI) has affected our day-to-day in a great extent. Healthcare industry is one of the mainstream fields among those and produced a noticeable change in treatment and education. Medical students must comprehend well...
Humans Delphi Technique Curriculum Artificial Intelligence Consensus Education, Medical
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Proceedings from the Society of Interventional Radiology Foundation Research Consensus Panel on Artificial Intelligence in Interventional Radiology: From Code to Bedside.

Journal of vascular and interventional radiology : JVIR Jul 19, 2022
Artificial intelligence (AI)-based technologies are the most rapidly growing field of innovation in healthcare with the promise to achieve substantial improvements in delivery of patient care across all disciplines of medicine. Recent advances in ima...
Humans Consensus Artificial Intelligence Radiology, Interventional Research Societies, Medical
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Adaptive-observer-based consensus tracking with fault-tolerant network connectivity of uncertain time-delay nonlinear multiagent systems with actuator and communication faults.

ISA transactions Jul 18, 2022
In this study, a distributed output-feedback design approach for ensuring fault-tolerant initial network connectivity and preselected-time consensus tracking performance is proposed for a class of uncertain time-delay nonlinear multiagent systems (TD...
Uncertainty Communication Consensus Neural Networks, Computer Computer Simulation
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