AIMC Topic: Consensus

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Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning.

Gut Jul 20, 2020
OBJECTIVE: Complex phenotypes captured on histological slides represent the biological processes at play in individual cancers, but the link to underlying molecular classification has not been clarified or systematised. In colorectal cancer (CRC), hi...
Deep Learning Consensus Gene Expression Regulation, Neoplastic Disease Progression Gene Expression Profiling Biopsy RNA Datasets as Topic Predictive Value of Tests Neoplasm Grading Humans Phenotype Colorectal Neoplasms Biomarkers, Tumor Prognosis
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Future of Robotic Surgical Education: The (R)evolution from Training the Barber-surgeon to Subspecialist Robot-surgeon.

European urology Apr 30, 2020
Humans Surgeons Robotic Surgical Procedures Education, Medical, Graduate Consensus Robotics
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Sustainable feedstocks selection and renewable products allocation: A new hybrid adaptive utility-based consensus model.

Journal of environmental management Mar 20, 2020
Nowadays, preferred compromise response of renewable energies' demands regarding the candidate sustainable feedstocks is a crucial issue for market change management. Thus, selecting the most suitable sustainable feedstock is a key factor for optimum...
Consensus Entropy Uncertainty Fuzzy Logic Decision Making
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PSO-LocBact: A Consensus Method for Optimizing Multiple Classifier Results for Predicting the Subcellular Localization of Bacterial Proteins.

BioMed research international Nov 19, 2019
Several computational approaches for predicting subcellular localization have been developed and proposed. These approaches provide diverse performance because of their different combinations of protein features, training datasets, training strategie...
Bacterial Proteins Consensus Sequence Analysis, Protein Computational Biology Machine Learning Intracellular Space Algorithms
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A consensus algorithm based on collective neurodynamic system for distributed optimization with linear and bound constraints.

Neural networks : the official journal of the International Neural Network Society Oct 22, 2019
In this paper, an algorithm based on collective neurodynamic system is investigated for distributed constrained convex optimization, whose objective function is a sum of smooth convex functions and non-smooth L-norm functions. Inspired by recent adva...
Neural Networks, Computer Consensus
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Adaptive fault-tolerant consensus for a class of leader-following systems using neural network learning strategy.

Neural networks : the official journal of the International Neural Network Society Oct 4, 2019
In this paper, the leader-following consensus problem of a class of nonlinearly multi-dimensional multi-agent systems with actuator faults is addressed by developing a novel neural network learning strategy. In order to achieve the desirable consensu...
Neural Networks, Computer Machine Learning Consensus Nonlinear Dynamics
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Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes Oct 1, 2019
This is a condensed summary of an international multisociety statement on ethics of artificial intelligence (AI) in radiology produced by the ACR, European Society of Radiology, RSNA, Society for Imaging Informatics in Medicine, European Society of M...
Radiologists Societies, Medical Consensus Canada Europe Radiology United States Humans Artificial Intelligence
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Ethics of Artificial Intelligence in Radiology: Summary of the Joint European and North American Multisociety Statement.

Radiology Oct 1, 2019
This is a condensed summary of an international multisociety statement on ethics of artificial intelligence (AI) in radiology produced by the ACR, European Society of Radiology, RSNA, Society for Imaging Informatics in Medicine, European Society of M...
Radiologists Societies, Medical Consensus Canada Europe Radiology United States Humans Artificial Intelligence
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Consensus Development of a Modern Ontology of Emergency Department Presenting Problems-The Hierarchical Presenting Problem Ontology (HaPPy).

Applied clinical informatics Jun 12, 2019
OBJECTIVE: Numerous attempts have been made to create a standardized "presenting problem" or "chief complaint" list to characterize the nature of an emergency department visit. Previous attempts have failed to gain widespread adoption as they were no...
Consensus Emergency Service, Hospital Male Reference Standards Middle Aged Ambulatory Care Biological Ontologies Humans Female
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Robotic surgery: how to safely and beneficially approach the age of maturity.

Minerva anestesiologica May 3, 2019
Gynecologic Surgical Procedures Robotic Surgical Procedures Anesthesia Consensus Robotics Humans Female
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