AIMC Topic: Consensus

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SAGES consensus recommendations on an annotation framework for surgical video.

Surgical endoscopy Jul 6, 2021
BACKGROUND: The growing interest in analysis of surgical video through machine learning has led to increased research efforts; however, common methods of annotating video data are lacking. There is a need to establish recommendations on the annotatio...
Humans Machine Learning Consensus Surveys and Questionnaires Delphi Technique
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A deep look into radiomics.

La Radiologia medica Jul 2, 2021
Radiomics is a process that allows the extraction and analysis of quantitative data from medical images. It is an evolving field of research with many potential applications in medical imaging. The purpose of this review is to offer a deep look into ...
Genomics Diagnostic Imaging Workflow Deep Learning Consensus Data Mining Machine Learning Neuroimaging Image Interpretation, Computer-Assisted Precision Medicine Humans Data Analysis Prognosis Radiology Information Systems Medical Oncology Algorithms Neural Networks, Computer Neoplasms Database Management Systems
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Robot-assisted arm therapy in neurological health conditions: rationale and methodology for the evidence synthesis in the CICERONE Italian Consensus Conference.

European journal of physical and rehabilitation medicine Jun 15, 2021
BACKGROUND: Robot-assisted Arm Therapy (RAT) has been increasingly applied in the last years for promoting functional recovery in patients with disabilities related to neurological health conditions. Evidence of a knowledge-to-action gap for applying...
Arm Robotics Italy Humans Consensus Persons with Disabilities
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Development and validation of consensus machine learning-based models for the prediction of novel small molecules as potential anti-tubercular agents.

Molecular diversity Jun 10, 2021
Tuberculosis (TB) is an infectious disease and the leading cause of death globally. The rapidly emerging cases of drug resistance among pathogenic mycobacteria have been a global threat urging the need of new drug discovery and development. However, ...
Machine Learning Algorithms Antitubercular Agents Consensus Support Vector Machine Bayes Theorem
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An integrated fuzzy sustainable supplier evaluation and selection framework for green supply chains in reverse logistics.

Environmental science and pollution research international May 27, 2021
Green supply chain management considers the environmental effects of all activities related to the supply chain, from obtaining raw materials to the final delivery of finished goods. Selecting the right supplier is a critical decision in green supply...
Consensus Fuzzy Logic Entropy Manufacturing Industry
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Classification Criteria for Behçet Disease Uveitis.

American journal of ophthalmology May 11, 2021
PURPOSE: To determine classification criteria for Behçet disease uveitis.
Consensus Uveitis Behcet Syndrome Young Adult Adult Humans Male Machine Learning Retrospective Studies Female
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Classification Criteria for Birdshot Chorioretinitis.

American journal of ophthalmology Apr 15, 2021
PURPOSE: To determine classification criteria for birdshot chorioretinitis.
Choroid Fundus Oculi Retina Male Humans Fluorescein Angiography Middle Aged Birdshot Chorioretinopathy Consensus Machine Learning Female
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Classification Criteria for Cytomegalovirus Anterior Uveitis.

American journal of ophthalmology Apr 9, 2021
PURPOSE: To determine classification criteria for cytomegalovirus (CMV) anterior uveitis.
Adolescent Male Aqueous Humor Humans Middle Aged Consensus Uveitis, Anterior Aged Cytomegalovirus Machine Learning Young Adult DNA, Viral Cytomegalovirus Infections Female Adult Eye Infections, Viral
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Establishing a consensus for the hallmarks of cancer based on gene ontology and pathway annotations.

BMC bioinformatics Apr 6, 2021
BACKGROUND: The hallmarks of cancer provide a highly cited and well-used conceptual framework for describing the processes involved in cancer cell development and tumourigenesis. However, methods for translating these high-level concepts into data-le...
Humans Neoplasms Semantics Consensus Molecular Sequence Annotation Gene Ontology
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Deep Consensus Network: Aggregating predictions to improve object detection in microscopy images.

Medical image analysis Feb 24, 2021
Detection of cells and particles in microscopy images is a common and challenging task. In recent years, detection approaches in computer vision achieved remarkable improvements by leveraging deep learning. Microscopy images pose challenges like smal...
Consensus Neural Networks, Computer Algorithms Bayes Theorem Microscopy
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