ELI: an IoT-aware big data pipeline with data curation and data quality [PDF]
PeerJ Computer Science, 2023 The complexity of analysing data from IoT sensors requires the use of Big Data technologies, posing challenges such as data curation and data quality assessment.
Francisco José de Haro-Olmo +4 more
doaj +3 more sources
Optimising Sleep Stage Detection Using a Minimal Non-EEG Physiological Signal Set and Deep Learning. [PDF]
J Sleep ResABSTRACT Automatic sleep stage classification is essential for enabling non‐invasive, at‐home monitoring. However, current methods often rely on electroencephalogram (EEG) signals and ad‐hoc development approaches that limit reproducibility. We present a reproducible engineering framework for a deep learning model based on the U‐Net architecture that ...
Alarcón ÁS +4 more
europepmc +2 more sources
A computer architecture based on disruptive information technologies for drug management in hospitals [PDF]
PeerJ Computer Science, 2023 The drug management currently carried out in hospitals is inadequate due to several factors, such as processes carried out manually, the lack of visibility of the hospital supply chain, the lack of standardized identification of medicines, inefficient ...
Ricardo Chalmeta +2 more
doaj +3 more sources
Transformer and Adaptive Threshold Sliding Window for Improving Violence Detection in Videos [PDF]
SensorsThis paper presents a comprehensive approach to detect violent events in videos by combining CrimeNet, a Vision Transformer (ViT) model with structured neural learning and adversarial regularization, with an adaptive threshold sliding window model based ...
Fernando J. Rendón-Segador +2 more
doaj +2 more sources
An end-to-end system for explainable clinical coding across languages and diverse medical data sources [PDF]
BMC Medical Informatics and Decision MakingBackground and objective The International Classification of Diseases (ICD) coding system standardizes clinical texts to improve the information extraction process in healthcare and research.
Alicia Ramirez-Arrabe +2 more
doaj +2 more sources
SynCoPa: Visualizing Connectivity Paths and Synapses Over Detailed Morphologies [PDF]
Frontiers in Neuroinformatics, 2021 Brain complexity has traditionally fomented the division of neuroscience into somehow separated compartments; the coexistence of the anatomical, physiological, and connectomics points of view is just a paradigmatic example of this situation.
Sergio E. Galindo +6 more
doaj +2 more sources
Abdominal distension after eating lettuce: The role of intestinal gas evaluated in vitro and by abdominal CT imaging. [PDF]
Neurogastroenterol Motil, 2019 In some patients lettuce produces abdominal distension, which is not related to gas, but rather to an uncontrolled reaction of the abdominal muscles and the diaphragm. Hence, learning to control the abdominal muscles may prevent distension with no need of dietary restrictions.
Barba E +8 more
europepmc +2 more sources
An integrated approach for rare disease detection and classification in Spanish pediatric medical reports [PDF]
Scientific ReportsRare disease detection and classification is one of the most significant challenges in the application of Natural Language Processing techniques to the analysis and extraction of information from biomedical texts.
Andres Duque +5 more
doaj +2 more sources
2D Triangulation of Signals Source by Pole-Polar Geometric Models [PDF]
Sensors, 2019 The 2D point location problem has applications in several areas, such as geographic information systems, navigation systems, motion planning, mapping, military strategy, location and tracking moves.
Aleksandro Montanha +3 more
doaj +2 more sources
Pairwise gene GO-based measures for biclustering of high-dimensional expression data [PDF]
BioData Mining, 2018 Background Biclustering algorithms search for groups of genes that share the same behavior under a subset of samples in gene expression data. Nowadays, the biological knowledge available in public repositories can be used to drive these algorithms to ...
Juan A. Nepomuceno +3 more
doaj +2 more sources