• Receiver-operating characteristic and logistic regression analysis were used to determine the predictability of outcomes with serial APACHE II and SOFA scores. (accjournal.org)
  • Binary logistic regression analysis controlling for propensity score revealed that increasing ADDHM-Days 1-28 was associated with lower odds of sepsis (odds ratio 0.981, 95% confidence interval 0.967-0.995, P =0.008). (nature.com)
  • Logistic regression analysis was performed to evaluate the linkage between OCD and associated factors. (biomedcentral.com)
  • The Logistic regression analysis of the data showed significant associations between OCD and male gender (p:0.036), living on government dormitory (p: 0.003), living on students' house/parental house (p:0.006), having private room in the parental house (p:0.055) and verbal abuse in the family (p:0.006). (biomedcentral.com)
  • m/sec/year), and ii) all-cause mortality or aortic valve replacement (AVR) incidence, using multivariable generalized linear and Cox regression models, respectively, adjusted for age, sex, race/ethnicity, and baseline echocardiographic measurements. (bvsalud.org)
  • Comparison of Multivariable Logistic Regression and Machine Learning Models for Predicting Bronchopulmonary Dysplasia or Death in Very Preterm Infants. (cdc.gov)
  • Bowel resection remained significant in a multivariable model. (mainehealth.org)
  • Knowledge of the demographic and physiologic characteristics of cancer survivors most likely to report experiencing cancer or cancer treatment-related pain can help educate clinicians, cancer survivors, and caregivers and inform regular screening for and proper characterization of pain, pain treatment methods, and ongoing monitoring of treatment efficacy. (cdc.gov)
  • Associations between AKI and workload were modeled using logistic regression, controlling for demographic, physiologic, and occupational variables. (cdc.gov)
  • We investigated the demographic and physiologic characteristics of cancer survivors who experience pain. (cdc.gov)
  • Identification of demographic, physiologic, and behavioral correlates of pain among cancer survivors could help identify subgroups most in need of pain management. (cdc.gov)
  • We analyzed data from the 2012, 2014, and 2016 Behavioral Risk Factor Surveillance System Cancer Survivorship Optional Module, which was completed by 18 states and territories, to describe demographic and physiologic characteristics of cancer survivors reporting physical pain caused by cancer or cancer treatment. (cdc.gov)
  • Instead of relying on traditional ways of detecting the risk of sepsis through a handful of physiologic variables, we cast our net wide and started out with approximately 120 variables as potential predictors, such as socio-demographic, vital signs, co-morbidities, hospital utilization, medical conditions, clinical history, and lab results. (pccinnovation.org)
  • Objective: The objective of this study was to determine the association between variability in premature infants' physiologic state prior to reintubation and BPD classification at 36-weeks. (childrensmercy.org)
  • With a stepwise logistic regression model we demonstrated that the odds of premature catheter dislodgement was reduced by 43% for each centimetre of additional catheter advancement in Period Two. (uni-luebeck.de)
  • The recurrent neural network model can process hundreds of input variables contained in a patient's electronic medical record and integrate them dynamically as measurements become available. (lww.com)
  • integrating patient's physiologic state and physician's experience. (childrensmercy.org)
  • Age and sex have both been demonstrated to be associated with urinary schistosomiasis prevalence likely due to physiologic differences in susceptibility. (cdc.gov)
  • This model was developed using data collected from molecular epidemiology studies of allergic asthma that examined variants in 16 susceptibility genes. (cdc.gov)
  • Bayesian logistic regression was used to estimate the magnitude and directionality of association between NIV measurements and BPD outcomes. (childrensmercy.org)
  • The aim of this study was to assess the relationship between acute physiologic and chronic health examination (APACHE) II and sequential organ failure assessment (SOFA) scores and outcomes of post-cardiac arrest patients treated with therapeutic hypothermia (TH). (accjournal.org)
  • Imaging-based Machine-learning Models to Predict Clinical Outcomes and Identify Biomarkers in Pancreatic Cancer: A Scoping Review. (cdc.gov)
  • Two causal modeling studies and several analyses of variance strongly supported the hypothesis that vitamin D deficiency is a causal, rather than a bystander, factor in COVID-19 outcomes. (frontiersin.org)
  • To compare the pregnancy outcomes between physiologic saline and G-Rinse medium solution for cervical mucus washing, in fresh elective single-embryo transfers (ET) in women under the age of 37. (springer.com)
  • A log-binomial regression model was used and the model was adjusted for BMI to evaluate the effect of the cervical mucus washing method on the pregnancy outcomes. (springer.com)
  • In our study, the replacement of using G-Rinse medium solution to physiologic saline solution for cervical cleaning did not change CPR and LBR outcomes. (springer.com)
  • In the model on 60-day mortality in ARDS and COVID-19 significant interactions with cohort were found for acute disease severity, age and chronic renal failure. (nature.com)
  • Scientists and regulators have sought to understand whether and how physiologic dysregulation due to chronic stress exposure may enhance vulnerability to the adverse health effects of toxicant exposures. (umd.edu)
  • We conducted a cross-sectional study to determine whether allostatic load (AL), a composite measure of physiologic response to chronic exposure to stress, amplifies the effect of lead exposure on blood pressure among middle-aged adults. (umd.edu)
  • Surgeons should be mindful of these risk factors but could attempt acute repair in the setting of appropriate physiologic parameters. (mainehealth.org)
  • The final model included sex, age, admission type, admission diagnosis, a Laboratory-based Acute Physiology Score (LAPS), and a COmorbidity Point Score (COPS). (kaiserpermanente.org)
  • Develop, as a proof of concept, a recurrent neural network model using electronic medical records data capable of continuously assessing an individual child's risk of mortality throughout their ICU stay as a proxy measure of severity of illness. (lww.com)
  • Interestingly, a positive CRC response was associated with a better survival even after adjustment for physiologic severity, indicating a potential to identify patients prompt to better respond to other therapeutics and/or rehabilitation. (springeropen.com)
  • The relative importance of risk factors for 60-day mortality was evaluated using the interaction with disease group (Sepsis, ARDS or COVID-19) in logistic regression models. (nature.com)
  • In the model on 60-day mortality in sepsis and COVID-19 there were significant interactions with disease group for age, sex and asthma. (nature.com)
  • Traditional risk models such as SIRS criteria to detect sepsis generate a lot of false positives leading to inefficient or ineffective care and nursing fatigue. (pccinnovation.org)
  • PCCI's Sepsis model is incorporated into clinical workflows through industry-standard APIs. (pccinnovation.org)
  • Il s'agit d'une étude transversale, monocentrique et descriptive, durant 12 mois, incluant les patients âgés d'au moins 18 ans admis en réanimation polyvalente pour un sepsis ou choc septique. (bvsalud.org)
  • MRI-Based Back Propagation Neural Network Model as a Powerful Tool for Predicting the Response to Induction Chemotherapy in Locoregionally Advanced Nasopharyngeal Carcinoma. (cdc.gov)
  • Fewer VENT days was independently associated with survival in a logistic regression model (p = 0.029). (nih.gov)
  • Only circulating IGF2R, age, and BMI were independently associated with the degree of insulin resistance, as assessed by the HOMA model. (hindawi.com)
  • Models stratified by whether the playgrounds were located in the number of items assessed to maintain a simple-to-use format, and although it is designed to capture data on playground features and physical activity. (countrywoodsmoke.com)
  • Models stratified by whether the playgrounds had a value for that feature for the promotion and maintenance of health (1). (chesterlecturesociety.org)
  • We used a logistic regression model to help estimate the joint contribution that multiple genetic variants would have on disease risk. (cdc.gov)
  • The present model provided an opportunity to estimate the relative change in risk associated with multiple genetic variants. (cdc.gov)
  • The linearity of the model allows solution of the inverse problem of diastole, using the digitized clinical Doppler E-wave contour as input, and obtaining unique values of the PDF parameters, that characterize load, viscosity/relaxation and chamber stiffness for each E-wave analyzed as output. (wikipedia.org)
  • and (c) biologically realistic constraints on model parameters. (biomedcentral.com)
  • For each infant, timestamped data was extracted, including measures of respiratory support (FiO2) and physiologic measurements (blood gases, respiratory rate, SpO2). (childrensmercy.org)
  • The model accesses EHR data in real-time every five minutes and alerts the clinician if the risk is above a certain threshold. (pccinnovation.org)
  • Prediction of extubation failure in the paediatric cardiac ICU using machine learning and high-frequency physiologic data. (cdc.gov)
  • In WinBUGS, interpolation of a variable to nonsampled locations can be done using the spatial.unipred command, where the spatial correlation structure of that variable has been modeled by using an exponentially decaying correlation function fitted to the observed data. (cdc.gov)
  • Based on these data, an individual's 10-year CVD risk was calculated according to Framingham CVD risk models and translated into a Heart Age. (jmir.org)
  • Physiologic data accounted for a substantial proportion of the model's predictive ability. (kaiserpermanente.org)
  • We present MDSINE, a suite of algorithms for inferring dynamical systems models from microbiome time-series data and predicting temporal behaviors. (biomedcentral.com)
  • Consistency of support vector machines using additive kernels for additive models in Computational Statistics & Data Analysis vol. 56 (2012) issue 4. (uni-bayreuth.de)
  • Pen-level mixed models were used to analyze data. (avma.org)
  • They then seek to validate the model predictions using human, in vivo physiologic measurements of pressures (high fidelity transducers) and flows (echocardiography) of masses and volumes of heart chambers (cardiac MRI). (wikipedia.org)
  • With standard numerical integration techniques [ 12 ], however, these models are computationally intractable on large datasets. (biomedcentral.com)
  • Performs interactive numerical experiments on systems modeled by ordinary differential equations, including: four versions of driven Duffing oscillators, pendulum, Lorenz, driven Van der Pol osc. (colorado.edu)
  • Unadjusted analyses, with corresponding Cohen's d effect sizes, and multiple logistic regression were used to assess the relationships between HL and illness and medication beliefs. (plos.org)
  • We chose the Lasso Logistic Regression model as the final model because of its high performance and interpretability by clinical users. (pccinnovation.org)
  • This model also allows for incorporation of exposure information as an independent variable, which will be important for risk variants associated with specific exposures. (cdc.gov)
  • BACKGROUND: Exposure to environmental chemicals has been suggested to alter the physiologic state of the inner and middle ear. (ku.dk)
  • Our model predicts that multiple disease variants broaden the risk distribution, facilitating the identification of susceptible populations. (cdc.gov)
  • This will facilitate identification of susceptible populations and help provide a framework to model the genetic contribution in probabilistic risk assessment. (cdc.gov)
  • the Dexcom ONE and Freestyle Libre 3, both popular models used by people with diabetes worldwide. (medscape.com)
  • NDVI was excluded and all remaining variables were selected for inclusion in the spatial model. (cdc.gov)
  • [ 4 ] This is particularly useful in postmenopausal women, in whom confounding variables from benign and physiologic conditions are absent or infrequent. (medscape.com)
  • Logistic regression models were used to identify risk factors for needed ECMO support following transplantation and in-hospital mortality. (thechipnetwork.org)
  • In fully adjusted models for all parks, a 1-point general amenities and play structure scores were no longer how much does bystolic cost per pill significant after adjustment for individual, environmental, and neighborhood indices (index of neighborhood deprivation, ICE) and population density (Model 3). (countrywoodsmoke.com)
  • Play space features could influence physical activity might be observed in fully adjusted models for all features in each of the week, time of day, time of. (chesterlecturesociety.org)
  • Methods: We illustrate our argument using a synthetic Bayesian Network model of symptoms, signs and diseases, composed of pairwise and higher-order interactions. (bvsalud.org)
  • Multiple logistic regression and mediation analysis were performed. (bvsalud.org)
  • In light of this, a multiplicative gene-gene interaction model was developed to allow for estimating the combinatorial contribution of multiple genetic variants to disease risk. (cdc.gov)
  • Glycosylation significantly affects protein structure and function and thus participates in multiple physiologic and pathologic processes. (biomedcentral.com)
  • We tested logistic regression models in a randomly chosen derivation dataset consisting of 50% of the records and applied their coefficients to the validation dataset. (kaiserpermanente.org)
  • Stemming from this lack of standardization, patient conditions vary widely before reintubation, and it remains unclear if the degree of deterioration in infant's physiologic state during periods of non-invasive ventilatory support (NIV) may also be associated with downstream lung injury. (childrensmercy.org)
  • Using logistic regression we evaluated the factors associated with buprenorphine prescribing. (escholarship.org)
  • Many common human diseases such as asthma, cancer, and cardiovascular disease are complex in nature, as they are influenced variably by environmental, physiologic, and genetic factors. (cdc.gov)
  • Using the framework of the Self-Regulation Model, illness and medication beliefs were measured with the Brief Illness Perception Questionnaire (B-IPQ) and Beliefs about Medications Questionnaire (BMQ). (plos.org)
  • 4 hours, and have other physiologic impairments (e.g., higher bilirubin level, lower creatinine clearance, and inhaled nitric oxide utilization). (thechipnetwork.org)
  • The menstrual cycle is a normal physiologic process. (glowm.com)
  • Darren, the lead guide and owner of the company, went over logistics, daily schedules, and safety, and then finally got to how we were going to fuel ourselves. (medscape.com)
  • Numerous studies have explored the relationship between playground buy cheap stendra online features and MVPA among girls but not all playgrounds and the neighborhood crime index (Model 4). (chesterlecturesociety.org)
  • Genetics, temperament, stressful life events, and modeling parental behavior are all implicated in the etiology of the disorder. (biomedcentral.com)
  • Black race, greater BMI and physical inactivity remained associated with physical function impairment in the multivariate model. (natap.org)
  • Logistic regression models showed a linear dose-response relationship for quintiles of blood lead and elevated systolic blood pressure in the high AL group (p = 0.03) but not the low AL group (p = 0.24). (umd.edu)
  • Study population consisted of 75 women in the G-Rinse medium solution group and 97 women in the physiologic saline group. (springer.com)
  • A model is useful only if it is actionable and available at point of care. (pccinnovation.org)
  • Patient-centered care seems to be the legitimate alternative to the disease-centered model. (springeropen.com)
  • The Kovács research group is primarily a theory group which has pioneered conceptual frameworks for analyzing diastole by incorporating and kinematically modeling the suction pump role of the heart, and the dynamics of the four-chambered heart in the space of coordinates spanned by P (pressure), V (volume), and their time rates of change dP/dt and dV/dt. (wikipedia.org)
  • This real-time model is designed to predict an individual's risk of becoming septic within the next 12 hours. (pccinnovation.org)
  • In our models, the interpolated variable was the spatial random effect. (cdc.gov)
  • Using physiologic saline solution can be a good alternative approach for ectocervical washing during embryo transfer in selected population because of its lower costs, easy accessibility, and common use. (springer.com)
  • CARL pioneered computational mapping of 'chaotic' heart rhythm disturbances (arrhythmias), targeting mechanistic drivers for atrial and ventricular fibrillation (AF, VF) using machine learning and computational models. (stanford.edu)
  • The lead by AL interaction term was not statistically significant for either systolic or diastolic blood pressure models. (umd.edu)