Impact of the atmospheric boundary layer profile on the ventilation of a cubic building with two large opposite openings [PDF]
arXiv, 2014 The aim of this paper is to show the influence of the atmospheric boundary layer profile on the distribution of velocity in a building having two large openings. The knowledge of the flow form inside a building is useful to define a thermal environment favourable with thermal comfort and good air quality.
arxiv
Climate control in termite mounds: A review and new insights from X-ray tomography and flow field simulations [PDF]
arXivInvestigating the thermoregulation and ventilation processes in termite mound holds great interest, in particular for its potential implications in advancing eco-friendly building designs. In this article we discuss major results on these processes in termite mounds of varying sizes and ventilation types.
arxiv
Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode [PDF]
arXiv, 2019 Clinical decision support systems (CDSS) will play an in-creasing role in improving the quality of medical care for critically ill patients. However, due to limitations in current informatics infrastructure, CDSS do not always have com-plete information on state of supporting physiologic monitor-ing devices, which can limit the input data available to ...
arxiv
Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework [PDF]
arXivMechanical Ventilation (MV) is a critical life-support intervention in intensive care units (ICUs). However, optimal ventilator settings are challenging to determine because of the complexity of balancing patient-specific physiological needs with the risks of adverse outcomes that impact morbidity, mortality, and healthcare costs.
arxiv
The Lock Generative Adversarial Network for Medical Waveform Anomaly Detection [PDF]
arXivWaveform signal analysis is a complex and important task in medical care. For example, mechanical ventilators are critical life-support machines, but they can cause serious injury to patients if they are out of synchronization with the patients' own breathing reflex.
arxiv
Development of a Deep Learning Model for the Prediction of Ventilator Weaning [PDF]
arXivThe issue of failed weaning is a critical concern in the intensive care unit (ICU) setting. This scenario occurs when a patient experiences difficulty maintaining spontaneous breathing and ensuring a patent airway within the first 48 hours after the withdrawal of mechanical ventilation. Approximately 20 of ICU patients experience this phenomenon, which
arxiv
Window to Wall Ratio Detection using SegFormer [PDF]
arXivWindow to Wall Ratios (WWR) are key to assessing the energy, daylight and ventilation performance of buildings. Studies have shown that window area has a large impact on building performance and simulation. However, data to set up these environmental models and simulations is typically not available. Instead, a standard 40% WWR is typically assumed for
arxiv
Prognosis of COVID-19 using Artificial Intelligence: A Systematic Review and Meta-analysis [PDF]
arXivPurpose: Artificial intelligence (AI) techniques have been extensively utilized for diagnosing and prognosis of several diseases in recent years. This study identifies, appraises and synthesizes published studies on the use of AI for the prognosis of COVID-19.
arxiv
Community Movement in Applying Mosquito Net on House Ventilations: An Initial Support for Green Architecture to Decrease Dengue Disease in Bandung Indonesia [PDF]
, 2017 Fedri Ruluwedrata Rinawan +5 more
openalex +1 more source
Sustainable Development Patterns in the Architecture of Semnan Wind-Catchers
تحقيقات جغرافيايی, 2020 Aims & Backgrounds: This study aims to identify the typology of wind-catchers in Semnan province as an example of traditional architecture based on sustainable development patterns.
Tayebeh Valian +2 more
doaj