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Remaining useful life (RUL) estimation is one of the main objectives of prognostics and health management (PHM) frameworks. For the past decade, researchers have explored the application of deep learning (DL) regression algorithms to predict the system’s
Sergio Cofre-Martel+2 more
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Quantifying language changes surrounding mental health on Twitter [PDF]
Mental health challenges are thought to afflict around 10% of the global population each year, with many going untreated due to stigma and limited access to services. Here, we explore trends in words and phrases related to mental health through a collection of 1- , 2-, and 3-grams parsed from a data stream of roughly 10% of all English tweets since ...
arxiv
Do current concepts of One Health suffer from the physics envy
The current models of One Health appear to be suffering from a elevated emphasis on a small area of interface involving humans, environment and animals.
Sunil K. Raina, Raman Kumar
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Similarity based hierarchical clustering of physiological parameters for the identification of health states - a feasibility study [PDF]
This paper introduces a new unsupervised method for the clustering of physiological data into health states based on their similarity. We propose an iterative hierarchical clustering approach that combines health states according to a similarity constraint to new arbitrary health states.
arxiv +1 more source
Societal stereotypes and biases pertaining to who belongs in physics and who can excel in it can impact motivational beliefs of women in physics courses.
Sonja Cwik, Chandralekha Singh
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Summary: This study aimed to compare the efficacy of online exercise therapy with conventional exercise therapy for young adults with chronic neck pain.
Yiting Lin+6 more
doaj
A fundamental step for safety assessment is the study and modeling of the radionuclide transfer through the environment up to reach and expose population to risk.
Francesco Teodori
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Experiences with Teaching Nuclear Security Professional Development Courses for Health Physicists
Health physicists are professionals that are experts in the recognition, evaluation, and control of health hazards to permit the safe use and application of radiation. They typically have broad knowledge in radiation (ionizing and non-ionizing), biology,
Edward Waller+2 more
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Editorial on New Challenges in Solar Radiation, Modeling and Remote Sensing
Accurate estimations or measurements of solar radiation are frequently required in many activities and studies in areas such as climatology, atmospheric physics and chemistry, energy and environment, ecosystems, and human health [...]
Jesús Polo, Dimitris Kaskaoutis
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For rotor–bearing systems, their dynamic vibration models must be built to simulate the vibration responses that affect the safe and reliable operation of rotating machinery under different operating conditions.
Mengting Zhu+3 more
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