AIMC Topic: Reproducibility of Results

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Switching EEG Headsets Made Easy: Reducing Offline Calibration Effort Using Active Weighted Adaptation Regularization.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 18, 2016
Electroencephalography (EEG) headsets are the most commonly used sensing devices for brain-computer interface. In real-world applications, there are advantages to extrapolating data from one user session to another. However, these advantages are limi...
Humans Machine Learning Algorithms Reproducibility of Results Pattern Recognition, Automated Brain-Computer Interfaces Sensitivity and Specificity Equipment Failure Analysis Electroencephalography Online Systems Equipment Design Electrodes
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Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization.

Medical image analysis Mar 17, 2016
In this paper, we propose a supervised domain adaptation (DA) framework for adapting decision forests in the presence of distribution shift between training (source) and testing (target) domains, given few labeled examples. We introduce a novel metho...
Image Processing, Computer-Assisted Heart Supervised Machine Learning Coronary Circulation Humans Reproducibility of Results Sensitivity and Specificity Ultrasonography
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Adaptable texture-based segmentation by variance and intensity for automatic detection of semitranslucent and pink blush areas in basal cell carcinoma.

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) Mar 16, 2016
BACKGROUND: Pink blush is a common feature in basal cell carcinoma (BCC). A related feature, semitranslucency, appears as smooth pink or orange regions resembling skin color. We introduce an automatic method for detection of these features based on s...
Sensitivity and Specificity Feedback Male Middle Aged Colorimetry Color Image Interpretation, Computer-Assisted Pattern Recognition, Automated Carcinoma, Basal Cell Dermoscopy Reproducibility of Results Aged Machine Learning Humans Algorithms Female Skin Neoplasms
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Implementation of an artificial neural network as a PAT tool for the prediction of temperature distribution within a pharmaceutical fluidized bed granulator.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences Mar 15, 2016
In this study, a novel in-line measurement technique of the air temperature distribution during a granulation process using a conical fluidized bed was designed and built for the purpose of measuring the temperature under the Process Analytical Techn...
Neural Networks, Computer Temperature Reproducibility of Results Drug Industry Particle Size Technology, Pharmaceutical Chemistry, Pharmaceutical
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An artificial intelligence approach for modeling volume and fresh weight of callus - A case study of cumin (Cuminum cyminum L.).

Journal of theoretical biology Mar 14, 2016
Cumin (Cuminum cyminum Linn.) is valued for its aroma and its medicinal and therapeutic properties. A supervised feedforward artificial neural network (ANN) trained with back propagation algorithms, was applied to predict fresh weight and volume of C...
Computational Biology Models, Biological Tissue Culture Techniques Cuminum Neural Networks, Computer Algorithms Reproducibility of Results Biomass
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A new approach to the automatic identification of organism evolution using neural networks.

Bio Systems Mar 11, 2016
Automatic identification of organism evolution still remains a challenging task, which is especially exiting, when the evolution of human is considered. The main aim of this work is to present a new idea to allow organism evolution analysis using neu...
Phylogeny Computational Biology Models, Genetic Evolution, Molecular Humans Neural Networks, Computer Reproducibility of Results Animals Cytochromes b
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High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.

IEEE transactions on bio-medical engineering Mar 8, 2016
Long-term electrocardiogram (ECG) has become one of the important diagnostic assist methods in clinical cardiovascular domain. Long-term ECG is primarily used for the detection of various cardiovascular diseases that are caused by various cardiac arr...
Reproducibility of Results Pattern Recognition, Automated Humans Longitudinal Studies Heart Rate Determination Sensitivity and Specificity Neural Networks, Computer Algorithms Patient-Centered Care Male Female Electrocardiography, Ambulatory Diagnosis, Computer-Assisted Heart Rate
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Automatically quantifying the scientific quality and sensationalism of news records mentioning pandemics: validating a maximum entropy machine-learning model.

Journal of clinical epidemiology Mar 7, 2016
OBJECTIVE: To develop and validate a method for automatically quantifying the scientific quality and sensationalism of individual news records.
Humans Machine Learning Pandemics Information Dissemination Influenza A Virus, H1N1 Subtype Mass Media Severe Acute Respiratory Syndrome Databases, Factual Reproducibility of Results Sensitivity and Specificity Influenza, Human
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PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology.

Computer methods and programs in biomedicine Mar 2, 2016
BACKGROUND AND OBJECTIVE: Percutaneous coronary interventional procedures need advance planning prior to stenting or an endarterectomy. Cardiologists use intravascular ultrasound (IVUS) for screening, risk assessment and stratification of coronary ar...
Coronary Vessels Computational Biology Aged Carotid Intima-Media Thickness Algorithms Support Vector Machine Aged, 80 and over Humans Carotid Arteries Retrospective Studies Principal Component Analysis Adult Machine Learning Female Plaque, Atherosclerotic Male Coronary Artery Disease Reproducibility of Results Middle Aged Risk Assessment Computer-Aided Design Ultrasonography
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Clinical impact of prostate biopsy undergrading in an academic and community setting.

World journal of urology Mar 1, 2016
PURPOSE: To evaluate whether the rate of Gleason score (GS) upgrade on final pathology, the rate of positive surgical margins (PSM) and the rate of biochemical recurrence (BCR) after radical prostatectomy (RP) were different if prostate biopsy (PB) w...
Community Health Centers Switzerland Prostate Academic Medical Centers Image-Guided Biopsy Middle Aged Follow-Up Studies Magnetic Resonance Imaging Reproducibility of Results Robotics Transurethral Resection of Prostate Humans Aged Prostatic Neoplasms Prognosis Biomarkers, Tumor Prostate-Specific Antigen Retrospective Studies Male Neoplasm Grading
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