• The risk assessment for a building portfolio or a spatially distributed infrastructure requires multi-site probabilistic seismic hazard analysis (MSPSHA). (researchgate.net)
  • Seismic fragility analysis is an effective method for evaluating the seismic performance of a structure from a probabilistic perspective [ 5 - 10 ]. (techscience.com)
  • Find the content you need faster regardless of the format with the ability to extract concepts and insights from written or spoken language using probabilistic modeling and NLP algorithms. (opentext.com)
  • We will need some basic concepts like linear operators, eigenvectors, derivatives, and integrals to enable statistical inference and derive new prediction algorithms. (berkeley.edu)
  • 2) Measure the accuracy of data algorithms and construct an interactive geoportal for neighborhood data visualization and data sharing, 3) Utilize Neighborhood Looking Glass and a large collection of medical records from Intermountain Healthcare to investigate neighborhood influences on the risk of obesity and substance abuse. (utah.edu)
  • We applied a comparative risk assessment framework to estimate effects of excess risks on deaths and life expectancy at age 40 y. (who.int)
  • Journal of Environmental Risk Assessment and Remediation provides a resource for professionals researching and assessing environmental threats to both Homo sapiens and ecological systems. (alliedacademies.org)
  • Environmental risk assessment, consistency analysis and decision making. (alliedacademies.org)
  • The Aim of the journal 'Environmental Risk Assessment and Remediation' is to accommodate an accurate advice average to altercate the absolute advancements in the area of environmental risk. (alliedacademies.org)
  • Environmental Risk Assessment and Remediation is participating in the Fast Editorial Execution and Review Process (FEE-Review Process) with an additional prepayment of $99 apart from the regular article processing fee. (alliedacademies.org)
  • Finally, the improved dual-parameter ground motion IM is applied in the risk assessment of the 8-story frame structure. (techscience.com)
  • There is a support from funding and regulatory agencies paucity of data available on the current production because innovative approaches are needed for the and use of nanomaterials and extreme scientific ``extreme'' uncertainty problems that nanomaterials uncertainty on most aspects of the risk assessment pose. (cdc.gov)
  • Introduction information in the context of environmental releases, and mitigation of occupational risks--to argue for the The growth of nanotechnologies in industry sectors use of decision-analytic tools in lieu of formal risk ranging from pharmaceuticals and chemicals to assessment to help regulatory bodies. (cdc.gov)
  • Bayesian neural networks (BNNs) promise improved generalization under covariate shift by providing principled probabilistic representations of epistemic uncertainty. (icml.cc)
  • and natural language processing, knowledge representation, and reasoning have enabled a machine to beat the Jeopardy and Go champions, and are bringing new power to Web searches [1]. (plos.org)
  • The tool chain takes into account novel powerful methods for object detection, classification and track- ing on the basis of robust regression with preconditioning. (witpress.com)
  • We prove a \emph{hardness reduction} between detection and classification of adversarial examples: given a robust detector for attacks at distance $\epsilon$ (in some metric), we show how to build a similarly robust (but inefficient) \emph{classifier} for attacks at distance $\epsilon/2$.Our reduction is \emph{computationally} inefficient, but preserves the \emph{data complexity} of the original detector. (icml.cc)
  • This further facilitates developments in medical imaging, enabling this robust technology to attain extensive scopes in biomedical engineering platform. (hindawi.com)
  • This framework enables us to formally analyze the utility of accounting for the misalignment in agents' world-views when only one of the agents has a correct model of the world. (mpi-sws.org)
  • Various diagnostic techniques are used to analyze retinal microvasculature image to enable geometric features measurements such as vessel tortuosity, branching angles, branching coefficient, vessel diameter, and fractal dimension. (hindawi.com)
  • Moreover, the tool chain considers methods for traffic situation detection and classification on the basis of probabilistic approaches and eventually, traffic event recording. (witpress.com)
  • Methods and Findings: We obtained data on risk factor exposures from the National Health and Nutrition Survey and epidemiological studies, data on the number of cause-specific deaths from vital records adjusted for ill-defined codes, and data on relative risks from epidemiological studies and meta-analyses. (who.int)
  • probabilistic forecasts let us ask "what is the probability that demand will exceed our supply on Tuesday? (cloudera.com)
  • Supervised classification techniques use training samples to learn a classification rule with small expected 0 -1 loss (error probability). (bcamath.org)
  • Probability and Random Processes EECS126 , or Concepts of Probability STAT134 , or Probability for Data Science STAT140 , or Probability and Risk Analysis for Engineers IEOR172 . (berkeley.edu)
  • Poisson models to assess risk factors. (cdc.gov)
  • For this reason, an approach was tested to develop synthetic data that uses models from survival analysis to replace vital status and actual dates-of-death with synthetic values and uses classification tree analysis to replace actual causes of death with synthesized causes of death. (cdc.gov)
  • 2007). In each case, in the United States, regulators currently have limited there are multiple and competing models and hypoth- access to information required for characterizing risks eses. (cdc.gov)
  • In California, the pathogen is most common in the San Joaquin Valley, and compared with other Californians, residents of this region are at increased risk for infection ( 6 , 7 ). (cdc.gov)
  • Hospitalization records were matched by patients' social security numbers, dates of birth, sex, race/ethnicity, and county of residence by using probabilistic record linkage methods as described ( 21 , 22 ). (cdc.gov)
  • Probabilistic methods in ecology and population biology. (alliedacademies.org)
  • Methods Encrypted dates of birth, gender, study center and antiretroviral therapy (ART) of the Swiss HIV Cohort Study (SHCS) from 2012 and 2013 were linked by privacy preserving probabilistic record linkage with claim data from the largest health insurer covering 15% of the Swiss residential population. (uzh.ch)
  • METHODS: Results from PPRL were compared to results from an established linkage method, which uses unencrypted (plain text) identifiers and both deterministic and probabilistic techniques. (cdc.gov)
  • Although several past studies have quantified the impact of individual risk factors in Japan, to our knowledge no study has assessed and compared the effects of multiple modifiable risk factors for non-communicable diseases and injuries using a standard framework. (who.int)
  • Probabilistic label learning is a challenging task that arises from recent real-world problems within the weakly supervised classification framework. (bcamath.org)
  • The editors believe papers published to be original, of sound science, purposeful for risk analysis (valuation, communication, management) and related areas, well written (in English), and a contribution to the scientific works. (alliedacademies.org)
  • We modeled predictors for mean annual costs adjusting for censoring and grouped patients by cluster analysis into 3 risk groups for resource use. (uzh.ch)
  • Automate the processing and analysis of text, documents, and rich media with advanced AI features like OCR, object detection, image classification, object recognition. (opentext.com)
  • Furthermore, image analysis provides a simple and noninvasive visualization of the retinal blood vessels in those high risk ophthalmologic medical conditions [ 1 - 3 ]. (hindawi.com)
  • A long disease duration, a high Eckardt score, and coexistence of achalasia were identified as risk factors for symptomatic recurrence by multivariable Cox analysis. (bvsalud.org)
  • An ever- ``horses for courses'' approach whereby existing increasing number of unique nanomaterials are cre- analytical tools (such as risk ranking, multi-criteria ated every year, each engineered to take advantage of decision analysis, and ``control banding'' approaches) the properties that emerge when materials are manip- might be adapted to regulators' goals in particular ulated at the nanoscale (Maynard 2007 ). (cdc.gov)
  • Expert judgment Á Nanotechnology risks Á titative risk assessments. (cdc.gov)
  • The first set of barriers are institu- uncertainties in estimating risks due to nanoparticle tional, particularly in the United States where envi- exposures are extreme and not yet easily amenable to ronmental and non-occupational human health risks the sorts of risk assessments that form the basis for are primarily the responsibility the U.S. Environmen- current regulatory activities (Tsuji et al. (cdc.gov)
  • Controlling risk factors for non-communicable diseases and association from large-scale prospective studies and meta-analyses external causes is essential for the improvement of adult health. (who.int)
  • While record linkage can expand analyses performable from survey microdata, it also incurs greater risk of privacy-encroaching disclosure. (cdc.gov)
  • The added information from NDI linkage enables survival analyses related to hospitalization, but as the death information includes dates of death and detailed causes of death, having it joined with the patient records increases the risk of patient re-identification (albeit only for deceased persons). (cdc.gov)
  • By enhancing programming languages with probabilistic capabilities, we are able to create systems that can help make decisions in the face of uncertainty. (cra.com)
  • We evaluate the method on out-of-distribution image classification benchmarks, and show improved uncertainty estimation of node-based BNNs under covariate shift due to input perturbations. (icml.cc)
  • To further improve population health, consistent and comparative evidence on mortality attributable to preventable risk factors is necessary for setting priorities for health policies and programs. (who.int)
  • Conclusions: Tobacco smoking and high blood pressure are the two major risk factors for adult mortality from non- communicable diseases and injuries in Japan. (who.int)
  • the results could mortality, accounting for 63% and 9%, respectively, of 57 million inform policymakers of which risk factors need to be prioritized in deaths in 2008 [1]. (who.int)
  • Introduction Older people were at particular risk of morbidity and mortality during COVID-19. (bmj.com)
  • Moreover, the dramatic rise in overdoses, accidental poisonings, and mental health issues contributing to premature mortality warrants further investigation into risk-inducing environmental factors for substance abuse. (utah.edu)
  • Privacy preserving probabilistic record linkage of claim and cohort study data may overcome these limitations. (uzh.ch)
  • This course d evelops the probabilistic foundations of decision-making in data science and builds a comprehensive view of the modeling and decision-making life cycle in data science including its human, social, and ethical implications. (berkeley.edu)
  • Record linkage enables survey data to be integrated with other data sources, expanding the analytic potential of both sources. (cdc.gov)
  • One way to mitigate this risk is to replace some of the information added through linkage with synthetic data elements. (cdc.gov)
  • Risk modelling will assess risk of experiencing a fall, fracture or frail fall and fracture, if they have reported a positive case of COVID-19. (bmj.com)
  • The approach enables new ways of analysing traffic areas with regard to traffic safety and performance. (witpress.com)
  • women, 95% CI: 1.2-1.7) if exposures to multiple cardiovascular risk factors had been reduced to their optimal levels as determined by a theoretical-minimum-risk exposure distribution. (who.int)
  • Recent studies suggest that the current cohort of young adults may face historically high cardiovascular disease risk and chronic disease burden. (utah.edu)
  • In turn, this enables us to classify new classes based on only a handful of examples during model inference that makes meta-learning particularly attractive. (cloudera.com)
  • Sticking to the idea that the macroscopic characteristics of traffic flow, including the distribution of the driving risk along a road, are ultimately generated by one-to-one interactions among drivers, the model links the personal (i.e., individual) risk to the changes of speeds of single vehicles and implements a probabilistic description of such microscopic interactions in a Boltzmann-type collisional operator. (intlpress.com)
  • In order to explore this feature, it is important to model building's thermal behavior in order to enable the use of demand-side management control strategies. (lu.se)
  • Single cell sequencing combined with deep learning enables him to analyse and model differences between cells. (lu.se)
  • As explained during the meeting, these present-day modeling activities are being conducted to enable ATSDR to historically reconstruct the water systems serving the base from 1968-1985. (cdc.gov)
  • While efforts to build new and of nanomaterials, regulators currently have a limited modify existing tools are underway, they need greater ability to characterize and manage risks. (cdc.gov)
  • There is a large potential population health gain if multiple risk factors are jointly controlled. (who.int)
  • The authors of [ 15 ] examined the association of hypertensive retinopathy with the risk of stroke in their population base study. (hindawi.com)
  • Disability and frailty are not routinely collated at population level but are associated with increased risk of falls and fractures, which result in hospital admissions. (bmj.com)
  • These courses cover the probabilistic tools that will form the underpinning for the concepts covered in DS102. (berkeley.edu)
  • In this paper, a tool chain is introduced that enables fully automated traffic situation detection in wide-area traffic on the basis of a single camera. (witpress.com)
  • Our work on semantic image search and zero-shot text classification will be coming to your screens in November and December, respectively! (cloudera.com)
  • The five major risk factors for deaths in the formulating and revising health policies and programs. (who.int)
  • Our current work includes developing probabilistic programming languages (PPLs) and applying PPLs to specific challenges, such as missile defense, space object classification, and the health of engineered systems. (cra.com)
  • From the Public Health point of view, the purpose of knowledge of occlusal problems is to enable identification of individuals according to the priority of their needs. (bvsalud.org)
  • A final consideration in the regulation of nanoma- are under the purview of the Occupational Safety and terial risks is the regulatory impact on innovation in Health Administration (OSHA). (cdc.gov)
  • 6 7 Conditioning the musculoskeletal system to tolerate external forces, through enhancing strength and movement control, has been advocated as means of reducing musculoskeletal injury risk, as indicated by a growing evidence base that supports using multifaceted preventive exercise programmes to reduce musculoskeletal injury risk across male sports such as basketball 8 and soccer. (bmj.com)
  • It was found in many types of research that there is a clear relationship between the ocular funduscopic abnormalities and acute stroke even though the blood pressure and other vascular risk factors are in control [ 11 ]. (hindawi.com)
  • We estimated the effects of 16 risk factors on cause- specific deaths and life expectancy in Japan. (who.int)
  • Administrative hospital records will be extracted based on specific fracture-centric International Classification of Diseases-10 codes in years preceding COVID-19 (2011-2020). (bmj.com)
  • The use of cell lines does, however, introduce a risk the immunoglobulin (Ig)-secreting plasma cell in the spleen, of obtaining cell line-specific features as a result of the trans- gut, or BM [1, 2]. (lu.se)
  • To reduce the risk of analyzing cell line- pathway can be divided into distinct stages based on the specific features, we used several representative cell lines for recombination status of the Ig genes and on the expression each of four major stages in B cell development: pro-B, pre-B, pattern of surface markers and the presence of intracellular proteins [1- 6]. (lu.se)
  • Scientists and engineers at Charles River have been leaders in the field of probabilistic programming since its earliest days. (cra.com)
  • Solid organ transplant recipients, who are medically immunosuppressed to prevent graft rejection, have increased melanoma risk, but risk factors and outcomes are incompletely documented. (cdc.gov)
  • Reinforced concrete (RC) frame structures, as a structural system that enables flexible space separation, are widely used in Chinese cities. (techscience.com)
  • Risk of localized tumors was stable over time after transplantation, but higher with azathioprine maintenance therapy (IRR=1.35, 95%CI 1.03-1.77). (cdc.gov)