AIMC Topic: Consensus

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Machine learning reveals chronic graft--host disease phenotypes and stratifies survival after stem cell transplant for hematologic malignancies.

Haematologica Sep 20, 2018
The application of machine learning in medicine has been productive in multiple fields, but has not previously been applied to analyze the complexity of organ involvement by chronic graft--host disease. Chronic graft--host disease is classified by an...
Humans Transplantation, Homologous National Institutes of Health (U.S.) Graft vs Host Disease Hematopoietic Stem Cell Transplantation Hematologic Neoplasms Male Middle Aged Consensus United States Chronic Disease Machine Learning Prospective Studies Biomarkers Female Adult
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Fuzzy Group Consensus Decision Making and Its Use in Selecting Energy-Saving and Low-carbon Technology Schemes in Star Hotels.

International journal of environmental research and public health Sep 19, 2018
Energy-saving and low-carbon technologies play important roles in reducing environmental risk and developing green tourism. An energy-saving and low-carbon technology scheme selection may often involve multiple criteria and sub-criteria as well as mu...
Technology Decision Making Industry Conservation of Energy Resources Leisure Activities Consensus Fuzzy Logic
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Exponential consensus of discrete-time non-linear multi-agent systems via relative state-dependent impulsive protocols.

Neural networks : the official journal of the International Neural Network Society Aug 27, 2018
In this paper, we discuss the exponential consensus problem of discrete-time multi-agent systems with non-linear dynamics via relative state-dependent impulsive protocols. Impulsive protocols of which the impulsive instants are dependent on the weigh...
Consensus Nonlinear Dynamics Neural Networks, Computer Algorithms Time Factors
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A computer-based approach for data analyzing in hospital's health-care waste management sector by developing an index using consensus-based fuzzy multi-criteria group decision-making models.

International journal of medical informatics Jul 11, 2018
BACKGROUND: Proper Health-Care Waste Management (HCWM) and integrated documentation in this sector of hospitals require analyzing massive data collected by hospital's health experts. This study presented a quantitative software-based index to assess ...
Medical Waste Disposal Waste Management Hospital Administration Fuzzy Logic Decision Making Humans Software Decision Support Techniques Consensus
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Drug Target Commons: A Community Effort to Build a Consensus Knowledge Base for Drug-Target Interactions.

Cell chemical biology Dec 21, 2017
Knowledge of the full target space of bioactive substances, approved and investigational drugs as well as chemical probes, provides important insights into therapeutic potential and possible adverse effects. The existing compound-target bioactivity d...
Knowledge Bases Humans Drug Discovery Consensus Drug Repositioning Pharmaceutical Preparations Drug Interactions
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Matching disease and phenotype ontologies in the ontology alignment evaluation initiative.

Journal of biomedical semantics Dec 2, 2017
BACKGROUND: The disease and phenotype track was designed to evaluate the relative performance of ontology matching systems that generate mappings between source ontologies. Disease and phenotype ontologies are important for applications such as data ...
Disease Phenotype Consensus Biological Ontologies Humans
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A machine learning approach to triaging patients with chronic obstructive pulmonary disease.

PloS one Nov 22, 2017
COPD patients are burdened with a daily risk of acute exacerbation and loss of control, which could be mitigated by effective, on-demand decision support tools. In this study, we present a machine learning-based strategy for early detection of exacer...
Clinical Decision-Making Humans Statistics as Topic Disease Progression Reproducibility of Results Machine Learning Consensus Algorithms Triage Pulmonary Disease, Chronic Obstructive Physicians
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An open, multi-vendor, multi-field-strength brain MR dataset and analysis of publicly available skull stripping methods agreement.

NeuroImage Aug 12, 2017
This paper presents an open, multi-vendor, multi-field strength magnetic resonance (MR) T1-weighted volumetric brain imaging dataset, named Calgary-Campinas-359 (CC-359). The dataset is composed of images of older healthy adults (29-80 years) acquire...
Adult Male Middle Aged Consensus Image Processing, Computer-Assisted Female Aged Aged, 80 and over Software Brain Humans Machine Learning Neuroimaging Magnetic Resonance Imaging Magnetic Fields Datasets as Topic Skull
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Link-Prediction Enhanced Consensus Clustering for Complex Networks.

PloS one May 20, 2016
Many real networks that are collected or inferred from data are incomplete due to missing edges. Missing edges can be inherent to the dataset (Facebook friend links will never be complete) or the result of sampling (one may only have access to a port...
Consensus Neural Networks, Computer Cluster Analysis Algorithms
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conSSert: Consensus SVM Model for Accurate Prediction of Ordered Secondary Structure.

Journal of chemical information and modeling Mar 15, 2016
Accurate prediction of protein secondary structure remains a crucial step in most approaches to the protein-folding problem, yet the prediction of ordered secondary structure, specifically beta-strands, remains a challenge. We developed a consensus s...
Consensus Support Vector Machine Protein Structure, Secondary Proteins
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