AIMC Topic: Reproducibility of Results

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Automatic Liver Segmentation from CT Images Using Single-Block Linear Detection.

BioMed research international Aug 18, 2016
Automatic liver segmentation not only plays an important role in the analysis of liver disease, but also reduces the cost and humanity's impact in segmentation. In addition, liver segmentation is a very challenging task due to countless anatomical va...
Liver Humans Tomography, X-Ray Computed Radiographic Image Interpretation, Computer-Assisted Machine Learning Reproducibility of Results Linear Models Algorithms Sensitivity and Specificity Pattern Recognition, Automated Computer Simulation Liver Neoplasms
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A Deep Learning Scheme for Motor Imagery Classification based on Restricted Boltzmann Machines.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 17, 2016
Motor imagery classification is an important topic in brain-computer interface (BCI) research that enables the recognition of a subject's intension to, e.g., implement prosthesis control. The brain dynamics of motor imagery are usually measured by el...
Sensitivity and Specificity Brain Mapping Electroencephalography Signal Processing, Computer-Assisted Intention Neural Networks, Computer Machine Learning Algorithms Reproducibility of Results Evoked Potentials, Motor Motor Cortex Imagination Pattern Recognition, Automated Brain-Computer Interfaces Movement Fourier Analysis Humans
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Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry.

Journal of psychiatric research Aug 15, 2016
Problematic internet use is common, functionally impairing, and in need of further study. Its relationship with obsessive-compulsive and impulsive disorders is unclear. Our objective was to evaluate whether problematic internet use can be predicted f...
United States Predictive Value of Tests South Africa Internet Online Systems Obsessive-Compulsive Disorder Behavior, Addictive Compulsive Behavior Middle Aged Surveys and Questionnaires Adolescent ROC Curve Aged, 80 and over Young Adult Adult Male Humans Machine Learning Psychiatry Female Reproducibility of Results Aged
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Liver Tumor Segmentation from MR Images Using 3D Fast Marching Algorithm and Single Hidden Layer Feedforward Neural Network.

BioMed research international Aug 14, 2016
Objective. Our objective is to develop a computerized scheme for liver tumor segmentation in MR images. Materials and Methods. Our proposed scheme consists of four main stages. Firstly, the region of interest (ROI) image which contains the liver tumo...
Pattern Recognition, Automated Image Enhancement Sensitivity and Specificity Liver Neoplasms Imaging, Three-Dimensional Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Machine Learning Algorithms Reproducibility of Results
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Unsupervised delineation of stratum corneum using reflectance confocal microscopy and spectral clustering.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Aug 12, 2016
BACKGROUND: Measuring the thickness of the stratum corneum (SC) in vivo is often required in pharmacological, dermatological, and cosmetological studies. Reflectance confocal microscopy (RCM) offers a non-invasive imaging-based approach. However, RCM...
Humans Dermoscopy Microscopy, Interference Image Interpretation, Computer-Assisted Reproducibility of Results Observer Variation Sensitivity and Specificity Pattern Recognition, Automated Skin Aging Microscopy, Confocal Epidermal Cells Unsupervised Machine Learning
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Chemogenomics knowledgebase and systems pharmacology for hallucinogen target identification-Salvinorin A as a case study.

Journal of molecular graphics & modelling Aug 8, 2016
Drug abuse is a serious problem worldwide. Recently, hallucinogens have been reported as a potential preventative and auxiliary therapy for substance abuse. However, the use of hallucinogens as a drug abuse treatment has potential risks, as the funda...
Hallucinogens Databases, Chemical Diterpenes, Clerodane Reproducibility of Results Genomics Models, Molecular Knowledge Bases
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In Silico Prediction of Gamma-Aminobutyric Acid Type-A Receptors Using Novel Machine-Learning-Based SVM and GBDT Approaches.

BioMed research international Aug 8, 2016
Gamma-aminobutyric acid type-A receptors (GABAARs) belong to multisubunit membrane spanning ligand-gated ion channels (LGICs) which act as the principal mediators of rapid inhibitory synaptic transmission in the human brain. Therefore, the category p...
Amino Acids Ligands Amino Acid Motifs Receptors, GABA-A Support Vector Machine Humans Brain Decision Making Machine Learning Computer Simulation Models, Statistical Reproducibility of Results Algorithms Decision Trees Computational Biology Databases, Protein
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Towards human-controlled, real-time shape sensing based flexible needle steering for MRI-guided percutaneous therapies.

The international journal of medical robotics + computer assisted surgery : MRCAS Aug 4, 2016
BACKGROUND: Accurate needle placement into soft tissue is essential to percutaneous prostate cancer diagnosis and treatment procedures.
Man-Machine Systems Systems Integration Refractometry Transducers Micro-Electrical-Mechanical Systems Needles Humans Image-Guided Biopsy Reproducibility of Results Phantoms, Imaging Sensitivity and Specificity Feedback Equipment Failure Analysis Magnetic Resonance Imaging, Interventional Computer Systems Robotics Equipment Design Injections
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The Role of Audio-Visual Feedback in a Thought-Based Control of a Humanoid Robot: A BCI Study in Healthy and Spinal Cord Injured People.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 3, 2016
The efficient control of our body and successful interaction with the environment are possible through the integration of multisensory information. Brain-computer interface (BCI) may allow people with sensorimotor disorders to actively interact in th...
Adult Sensitivity and Specificity Male Persons with Disabilities Treatment Outcome Robotics Biomimetics Brain-Computer Interfaces Humans Task Performance and Analysis Spinal Cord Injuries Feedback, Sensory Brain Movement Female Man-Machine Systems Reproducibility of Results Imagination Young Adult
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Robot-aided assessment of lower extremity functions: a review.

Journal of neuroengineering and rehabilitation Aug 2, 2016
The assessment of sensorimotor functions is extremely important to understand the health status of a patient and its change over time. Assessments are necessary to plan and adjust the therapy in order to maximize the chances of individual recovery. N...
Robotics Walking Gait Translational Research, Biomedical Gait Disorders, Neurologic Humans Reproducibility of Results Lower Extremity
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