AIMC Topic: Consensus

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Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods.

Journal of chemical information and modeling Feb 3, 2021
Computational methods to predict molecular properties regarding safety and toxicology represent alternative approaches to expedite drug development, screen environmental chemicals, and thus significantly reduce associated time and costs. There is a s...
Databases, Factual Deep Learning Consensus Neural Networks, Computer
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Pair consensus decoding improves accuracy of neural network basecallers for nanopore sequencing.

Genome biology Jan 19, 2021
We develop a general computational approach for improving the accuracy of basecalling with Oxford Nanopore's 1D and related sequencing protocols. Our software PoreOver ( https://github.com/jordisr/poreover ) finds the consensus of two neural networks...
Neural Networks, Computer Software Nanopores Nanopore Sequencing Consensus Humans
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Reporting guidelines for clinical trials of artificial intelligence interventions: the SPIRIT-AI and CONSORT-AI guidelines.

Trials Jan 6, 2021
BACKGROUND: The application of artificial intelligence (AI) in healthcare is an area of immense interest. The high profile of 'AI in health' means that there are unusually strong drivers to accelerate the introduction and implementation of innovative...
Research Design Consensus Humans Artificial Intelligence Research Report
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The 2020 SVM/SVU Consensus Statement for the Interpretation of Peripheral Arterial and Venous Doppler Waveforms: An interview with SVM members of the Writing Committee.

Vascular medicine (London, England) Dec 29, 2020
Humans Writing Consensus Arteries Support Vector Machine Veins
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Supportive consensus.

PloS one Dec 17, 2020
The paper is concerned with the consensus problem in a multi-agent system such that each agent has boundary constraints. Classical Olfati-Saber's consensus algorithm converges to the same value of the consensus variable, and all the agents reach the ...
Consensus Artificial Intelligence Models, Statistical Algorithms
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Expert Consensus Recommendations for Robotic Surgery Credentialing.

Annals of surgery Nov 17, 2020
OBJECTIVE: To define criteria for robotic credentialing using expert consensus.
Consensus Robotics Clinical Competence Delphi Technique Robotic Surgical Procedures Credentialing Humans Surgeons
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Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension.

The Lancet. Digital health Sep 9, 2020
The SPIRIT 2013 statement aims to improve the completeness of clinical trial protocol reporting by providing evidence-based recommendations for the minimum set of items to be addressed. This guidance has been instrumental in promoting transparent eva...
Publishing Humans Research Report Artificial Intelligence Delphi Technique Consensus Disclosure Research Design Guidelines as Topic Checklist Clinical Trials as Topic
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Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension.

The Lancet. Digital health Sep 9, 2020
The CONSORT 2010 statement provides minimum guidelines for reporting randomised trials. Its widespread use has been instrumental in ensuring transparency in the evaluation of new interventions. More recently, there has been a growing recognition that...
Humans Publishing Artificial Intelligence Research Report Checklist Guidelines as Topic Disclosure Delphi Technique Clinical Trials as Topic Research Design Consensus
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Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI Extension.

BMJ (Clinical research ed.) Sep 9, 2020
The CONSORT 2010 (Consolidated Standards of Reporting Trials) statement provides minimum guidelines for reporting randomised trials. Its widespread use has been instrumental in ensuring transparency when evaluating new interventions. More recently, t...
Consensus Checklist Clinical Protocols Research Design Clinical Trials as Topic Humans Delphi Technique Artificial Intelligence
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Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI Extension.

BMJ (Clinical research ed.) Sep 9, 2020
The SPIRIT 2013 (The Standard Protocol Items: Recommendations for Interventional Trials) statement aims to improve the completeness of clinical trial protocol reporting, by providing evidence-based recommendations for the minimum set of items to be a...
Clinical Trials as Topic Clinical Protocols Consensus Checklist Artificial Intelligence Research Design Humans
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