AIMC Topic: Reproducibility of Results

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Accuracy of Component Placement in Robotic-Assisted Total Hip Arthroplasty.

Orthopedics Apr 12, 2016
Robotic-assisted total hip arthroplasty (THA) is a recent platform introduced to decrease the risk of malpositioned components. The goals of this study were to determine whether intraoperative data on robotic-assisted THA acetabular component positio...
Postoperative Period Arthroplasty, Replacement, Hip Hip Prosthesis Osteoarthritis, Hip Aged Aged, 80 and over Adult Male Middle Aged Imaging, Three-Dimensional Follow-Up Studies Acetabulum Robotics Humans Prospective Studies Tomography, X-Ray Computed Female Reproducibility of Results
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Monitoring of total positive end-expiratory pressure during mechanical ventilation by artificial neural networks.

Journal of clinical monitoring and computing Apr 11, 2016
Ventilation treatment of acute lung injury (ALI) requires the application of positive airway pressure at the end of expiration (PEEP) to avoid lung collapse. However, the total pressure exerted on the alveolar walls (PEEP) is the sum of PEEP and intr...
Neural Networks, Computer Swine Diagnosis, Computer-Assisted Treatment Outcome Monitoring, Physiologic Positive-Pressure Respiration Reproducibility of Results Sensitivity and Specificity Animals Respiration, Artificial Pattern Recognition, Automated Therapy, Computer-Assisted Manometry Acute Lung Injury
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Artificial neural network-based model for the prediction of optimal growth and culture conditions for maximum biomass accumulation in multiple shoot cultures of Centella asiatica.

Protoplasma Apr 11, 2016
An artificial neural network (ANN)-based modelling approach is used to determine the synergistic effect of five major components of growth medium (Mg, Cu, Zn, nitrate and sucrose) on improved in vitro biomass yield in multiple shoot cultures of Cente...
Models, Biological Plant Shoots Tissue Culture Techniques Centella Neural Networks, Computer Reproducibility of Results Biomass Regression Analysis
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Improve Glioblastoma Multiforme Prognosis Prediction by Using Feature Selection and Multiple Kernel Learning.

IEEE/ACM transactions on computational biology and bioinformatics Apr 7, 2016
Glioblastoma multiforme (GBM) is a highly aggressive type of brain cancer with very low median survival. In order to predict the patient's prognosis, researchers have proposed rules to classify different glioma cancer cell subtypes. However, survival...
Male Middle Aged Risk Assessment Prevalence Prognosis Diagnosis, Computer-Assisted Humans Decision Support Systems, Clinical Female Machine Learning Glioblastoma Reproducibility of Results Algorithms Survival Analysis Sensitivity and Specificity Pattern Recognition, Automated Brain Neoplasms
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The Virtual Screening of the Drug Protein with a Few Crystal Structures Based on the Adaboost-SVM.

Computational and mathematical methods in medicine Apr 3, 2016
Using the theory of machine learning to assist the virtual screening (VS) has been an effective plan. However, the quality of the training set may reduce because of mixing with the wrong docking poses and it will affect the screening efficiencies. To...
Hydrogen Support Vector Machine Drug Design Cathepsin K Area Under Curve Models, Statistical Humans Binding Sites ROC Curve Ligands Proteins Software Combinatorial Chemistry Techniques Imaging, Three-Dimensional Crystallization Databases, Protein Algorithms Protein Binding Protein Conformation Reproducibility of Results Computational Biology Chemistry, Pharmaceutical
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Identifying children with autism spectrum disorder based on their face processing abnormality: A machine learning framework.

Autism research : official journal of the International Society for Autism Research Apr 1, 2016
The atypical face scanning patterns in individuals with Autism Spectrum Disorder (ASD) has been repeatedly discovered by previous research. The present study examined whether their face scanning patterns could be potentially useful to identify childr...
Humans Machine Learning Algorithms Autism Spectrum Disorder Female Child, Preschool Reproducibility of Results Child Sensitivity and Specificity Face Male Visual Perception China Recognition, Psychology Eye Movements
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Using a Hybrid Model to Forecast the Prevalence of Schistosomiasis in Humans.

International journal of environmental research and public health Mar 23, 2016
BACKGROUND: We previously proposed a hybrid model combining both the autoregressive integrated moving average (ARIMA) and the nonlinear autoregressive neural network (NARNN) models in forecasting schistosomiasis. Our purpose in the current study was ...
Humans Neural Networks, Computer Forecasting Reproducibility of Results Prevalence Models, Theoretical Models, Statistical Feasibility Studies Nonlinear Dynamics Schistosomiasis
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Linking rare and common disease: mapping clinical disease-phenotypes to ontologies in therapeutic target validation.

Journal of biomedical semantics Mar 23, 2016
BACKGROUND: The Centre for Therapeutic Target Validation (CTTV - https://www.targetvalidation.org/) was established to generate therapeutic target evidence from genome-scale experiments and analyses. CTTV aims to support the validity of therapeutic t...
Humans Phenotype Databases, Factual Inflammatory Bowel Diseases Reproducibility of Results Data Mining Biological Ontologies Molecular Targeted Therapy Rare Diseases
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Tumor diameter accurately predicts perioperative outcomes in T1 renal cancer treated with robot-assisted partial nephrectomy.

World journal of urology Mar 21, 2016
PURPOSE: To compare diameter as a continuous variable with categorical R.E.N.A.L. nephrometry score (RNS) in predicting surgical outcomes of robotic partial nephrectomy (RPN).
Nephrectomy Middle Aged Kidney Treatment Outcome Follow-Up Studies Humans Robotics Neoplasm Staging Retrospective Studies Laparoscopy Female Tumor Burden Reproducibility of Results Kidney Neoplasms Male
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Rehabilitative Soft Exoskeleton for Rodents.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 18, 2016
Robotic exoskeletons provide programmable, consistent and controllable active therapeutic assistance to patients with neurological disorders. Here we introduce a prototype and preliminary experimental evaluation of a rehabilitative gait exoskeleton t...
Gait Disorders, Neurologic Neurological Rehabilitation Elastic Modulus Artificial Limbs Feasibility Studies Rats, Inbred Lew Female Equipment Failure Analysis Reproducibility of Results Exoskeleton Device Sensitivity and Specificity Animals Rats Pilot Projects Treatment Outcome Robotics Equipment Design
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