AIMC Topic: Consensus

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AI assistance in aesthetic medicine-A consensus on objective medical standards.

Journal of cosmetic dermatology Aug 1, 2024
BACKGROUND: Aesthetic medicine has traditionally relied on clinical scales for the objective assessment of baseline appearance and treatment outcomes. However, the scales focus on limited aesthetic areas mostly and subjective interpretation inherent ...
Humans Artificial Intelligence Female Cosmetic Techniques Esthetics Skin Aging Consensus Face Male
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2-Dimensional Echocardiographic Global Longitudinal Strain With Artificial Intelligence Using Open Data From a UK-Wide Collaborative.

JACC. Cardiovascular imaging Jul 10, 2024
BACKGROUND: Global longitudinal strain (GLS) is reported to be more reproducible and prognostic than ejection fraction. Automated, transparent methods may increase trust and uptake.
Neural Networks, Computer Machine Learning Reproducibility of Results Humans Myocardial Contraction Global Longitudinal Strain Biomechanical Phenomena Echocardiography Consensus Ventricular Function, Left Ventricular Dysfunction, Left Predictive Value of Tests Observer Variation Datasets as Topic Image Interpretation, Computer-Assisted United Kingdom
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Consolidated Health Economic Evaluation Reporting Standards for Interventions That Use Artificial Intelligence (CHEERS-AI).

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research May 23, 2024
OBJECTIVES: Economic evaluations (EEs) are commonly used by decision makers to understand the value of health interventions. The Consolidated Health Economic Evaluation Reporting Standards (CHEERS 2022) provide reporting guidelines for EEs. Healthcar...
Checklist Surveys and Questionnaires Delphi Technique Cost-Benefit Analysis Humans Economics, Medical Artificial Intelligence Consensus
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REFORMS: Consensus-based Recommendations for Machine-learning-based Science.

Science advances May 1, 2024
Machine learning (ML) methods are proliferating in scientific research. However, the adoption of these methods has been accompanied by failures of validity, reproducibility, and generalizability. These failures can hinder scientific progress, lead to...
Machine Learning Reproducibility of Results Consensus Humans Science
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Artificial intelligence and smile design: An e-Delphi consensus statement of ethical challenges.

Journal of prosthodontics : official journal of the American College of Prosthodontists Apr 24, 2024
PURPOSE: Smile design software increasingly relies on artificial intelligence (AI). However, using AI for smile design raises numerous technical and ethical concerns. This study aimed to evaluate these ethical issues.
Artificial Intelligence Delphi Technique Humans Esthetics, Dental Consensus Ethics, Dental Smiling
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Consensus statements on the current landscape of artificial intelligence applications in endoscopy, addressing roadblocks, and advancing artificial intelligence in gastroenterology.

Gastrointestinal endoscopy Apr 17, 2024
BACKGROUND AND AIMS: The American Society for Gastrointestinal Endoscopy (ASGE) AI Task Force along with experts in endoscopy, technology space, regulatory authorities, and other medical subspecialties initiated a consensus process that analyzed the ...
Endoscopy, Gastrointestinal Artificial Intelligence Consensus Machine Learning Natural Language Processing Gastroenterology Algorithms Delphi Technique Humans
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Pediatric endoscopy: how can we improve patient outcomes and ensure best practices?

Expert review of gastroenterology & hepatology Mar 12, 2024
INTRODUCTION: Strategies to promote high-quality endoscopy in children require consensus around pediatric-specific quality standards and indicators. Using a rigorous guideline development process, the international Pediatric Endoscopy Quality Improve...
Quality Improvement Humans Quality Indicators, Health Care Child Consensus Artificial Intelligence Endoscopy, Gastrointestinal
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Minimum labelling requirements for dermatology artificial intelligence-based Software as Medical Device (SaMD): A consensus statement.

The Australasian journal of dermatology Feb 28, 2024
BACKGROUND/OBJECTIVES: Artificial intelligence (AI) holds remarkable potential to improve care delivery in dermatology. End users (health professionals and general public) of AI-based Software as Medical Devices (SaMD) require relevant labelling info...
Australia Dermatology Product Labeling Artificial Intelligence Humans Delphi Technique Software Consensus
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A New Graph Autoencoder-Based Consensus-Guided Model for scRNA-seq Cell Type Detection.

IEEE transactions on neural networks and learning systems Feb 5, 2024
Single-cell RNA sequencing (scRNA-seq) technology is famous for providing a microscopic view to help capture cellular heterogeneity. This characteristic has advanced the field of genomics by enabling the delicate differentiation of cell types. Howeve...
Genomics Cluster Analysis Learning Single-Cell Gene Expression Analysis Consensus Neural Networks, Computer Algorithms
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The openOCHEM consensus model is the best-performing open-source predictive model in the First EUOS/SLAS joint compound solubility challenge.

SLAS discovery : advancing life sciences R & D Feb 3, 2024
The EUOS/SLAS challenge aimed to facilitate the development of reliable algorithms to predict the aqueous solubility of small molecules using experimental data from 100 K compounds. In total, hundred teams took part in the challenge to predict low, m...
Consensus Solubility Databases, Chemical Neural Networks, Computer Algorithms
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