AIMC Topic: Reproducibility of Results

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Fast and Accurate Diagnosis of Autism (FADA): a novel hierarchical fuzzy system based autism detection tool.

Australasian physical & engineering sciences in medicine Jul 27, 2018
The main aim of this research work was to develop and validate a novel graphical user interface based hierarchical fuzzy autism detection tool named as "Fast and Accurate Diagnosis of Autism" for the diagnosis of autism disorder quickly and accuratel...
Humans Female Male User-Computer Interface Reproducibility of Results Sensitivity and Specificity Fuzzy Logic Child, Preschool Area Under Curve Child Autistic Disorder Discriminant Analysis ROC Curve
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Optimization of multiplex quantitative polymerase chain reaction based on response surface methodology and an artificial neural network-genetic algorithm approach.

PloS one Jul 25, 2018
Multiplex quantitative polymerase chain reaction (qPCR) has found an increasing range of applications. The construction of a reliable and dynamic mathematical model for multiplex qPCR that analyzes the effects of interactions between variables is the...
Escherichia coli Neural Networks, Computer Reproducibility of Results Multiplex Polymerase Chain Reaction
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Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images.

International journal of computer assisted radiology and surgery Jul 19, 2018
PURPOSE: We present a cross-modality and fully automatic pipeline for labeling of intervertebral discs and vertebrae in volumetric data of the lumbar and thoracolumbar spine. The main goal is to provide an algorithm that is applicable to a wide range...
Pattern Recognition, Automated Intervertebral Disc Models, Statistical Humans Lumbar Vertebrae Probability Neural Networks, Computer Imaging, Three-Dimensional Tomography, X-Ray Computed Image Processing, Computer-Assisted Software Reproducibility of Results Magnetic Resonance Imaging Algorithms
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Classification of ADHD with bi-objective optimization.

Journal of biomedical informatics Jul 17, 2018
Attention Deficit Hyperactive Disorder (ADHD) is one of the most common diseases in school aged children. In this paper, we consider using fMRI data with classification techniques to aid the diagnosis of ADHD and propose a bi-objective ADHD classific...
Humans Algorithms Image Processing, Computer-Assisted Support Vector Machine Magnetic Resonance Imaging Decision Making Databases, Factual Reproducibility of Results Child Attention Deficit Disorder with Hyperactivity Models, Statistical Brain Mapping Medical Informatics
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RFAmyloid: A Web Server for Predicting Amyloid Proteins.

International journal of molecular sciences Jul 16, 2018
Amyloid is an insoluble fibrous protein and its mis-aggregation can lead to some diseases, such as Alzheimer's disease and Creutzfeldt⁻Jakob's disease. Therefore, the identification of amyloid is essential for the discovery and understanding of disea...
Amyloidogenic Proteins Databases, Protein Internet Sequence Analysis, Protein Algorithms Reproducibility of Results Computational Biology Support Vector Machine
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miRAW: A deep learning-based approach to predict microRNA targets by analyzing whole microRNA transcripts.

PLoS computational biology Jul 13, 2018
MicroRNAs (miRNAs) are small non-coding RNAs that regulate gene expression by binding to partially complementary regions within the 3'UTR of their target genes. Computational methods play an important role in target prediction and assume that the miR...
3' Untranslated Regions Binding Sites Thermodynamics Gene Targeting Computer Simulation Humans Reproducibility of Results Neural Networks, Computer Deep Learning RNA, Messenger Datasets as Topic MicroRNAs Gene Expression Regulation
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Global temporal lobe asymmetry as a semi-quantitative imaging biomarker for temporal lobe epilepsy lateralization: A machine learning classification study.

Hellenic journal of nuclear medicine Jul 12, 2018
OBJECTIVE: The purpose of this study was to evaluate the utility of global semi-quantitative analysis via fluorine-18-flurodeoxyglucose positron emission tomography (F-FDG PET) at lateralizing seizure foci and diagnosing patients with unilateral temp...
Reproducibility of Results Humans Fluorodeoxyglucose F18 Image Processing, Computer-Assisted Machine Learning Epilepsy, Temporal Lobe Positron-Emission Tomography Temporal Lobe
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Modeling the covariates effects on the hazard function by piecewise exponential artificial neural networks: an application to a controlled clinical trial on renal carcinoma.

BMC bioinformatics Jul 9, 2018
BACKGROUND: In exploring the time course of a disease to support or generate biological hypotheses, the shape of the hazard function provides relevant information. For long follow-ups the shape of hazard function may be complex, with the presence of ...
Lymph Nodes Regression Analysis Neoplasm Staging Humans Neural Networks, Computer Reproducibility of Results Models, Biological Kidney Neoplasms Controlled Clinical Trials as Topic
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Deep learning models for bacteria taxonomic classification of metagenomic data.

BMC bioinformatics Jul 9, 2018
BACKGROUND: An open challenge in translational bioinformatics is the analysis of sequenced metagenomes from various environmental samples. Of course, several studies demonstrated the 16S ribosomal RNA could be considered as a barcode for bacteria cla...
Metagenome Neural Networks, Computer RNA, Ribosomal, 16S Algorithms Databases, Genetic Time Factors Reproducibility of Results Metagenomics Deep Learning Bacteria Models, Genetic
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Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models.

Journal of medical Internet research Jul 9, 2018
BACKGROUND: Timely understanding of public perceptions allows public health agencies to provide up-to-date responses to health crises such as infectious diseases outbreaks. Social media such as Twitter provide an unprecedented way for the prompt asse...
Humans Neural Networks, Computer History, 21st Century Perception Public Opinion Measles Reproducibility of Results Disease Outbreaks Social Media
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