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Search Results to Gabriel J Escobar MD

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One or more keywords matched the following properties of Escobar, Gabriel

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keywords Predictive analytics
keywords Predictive modeling
overview Gabriel J. Escobar, MD, is a research scientist at the Kaiser Permanente Northern California Division of Research; director of the Division of Research Systems Research Initiative (a research program focusing on adult hospital processes and outcomes); and Regional Director for Hospital Operations Research for Kaiser Permanente Northern California, in which capacity he works to improve Kaiser Permanente's internal reporting and quality measurement. Dr. Escobar received his medical degree from Yale University School of Medicine; completed his pediatrics residency at University of California, San Francisco; and was a Robert Wood Johnson Clinical Scholar at Stanford University School of Medicine. Dr. Escobar's research now focuses on the processes and outcomes in the care of hospitalized adults. His interests include risk adjustment, predictive modeling, severity-of-illness scoring, the use of comprehensive inpatient and outpatient electronic medical records for health services research, and the use of real-time decision support tools that are embedded in the electronic record. Between 1991 and 2001, Dr. Escobar developed a research program in neonatology for Kaiser Permanente Northern California. In 2001, he began development of his current research program, and in 2009 he turned over the neonatology research program to Dr. Michael Kuzniewicz at the Division of Research so that he could focus his work on adult hospital research. Dr. Escobar also practices at the Kaiser Permanente Medical centers in Walnut Creek and Antioch, where he works in the neonatal intensive care nursery and as a hospital-based pediatrician.

One or more keywords matched the following items that are connected to Escobar, Gabriel

Item TypeName
Concept Models, Theoretical
Concept Models, Statistical
Concept Linear Models
Concept Proportional Hazards Models
Concept Predictive Value of Tests
Concept Logistic Models
Concept Models, Organizational
Academic Article Risk adjusting community-acquired pneumonia hospital outcomes using automated databases.
Academic Article Neonatal risk scoring systems. Can they predict mortality and morbidity?
Academic Article Clinical outcomes and maternal perceptions of an updated model of perinatal care.
Academic Article Rapid retrieval of neonatal outcomes data: the Kaiser Permanente Neonatal Minimum Data Set.
Academic Article Rehospitalization in the first two weeks after discharge from the neonatal intensive care unit.
Academic Article SNAP-II and SNAPPE-II: Simplified newborn illness severity and mortality risk scores.
Academic Article Score for neonatal acute physiology: validation in three Kaiser Permanente neonatal intensive care units.
Academic Article Rehospitalization for respiratory syncytial virus among premature infants.
Academic Article Neonatal assisted ventilation: predictors, frequency, and duration in a mature managed care organization.
Academic Article Phototherapy use in jaundiced newborns in a large managed care organization: do clinicians adhere to the guideline?
Academic Article Richardson score predicts short-term adverse respiratory outcomes in newborns >/=34 weeks gestation.
Academic Article Five-year neurodevelopmental outcome of neonatal dehydration.
Academic Article Rehospitalization in the first year of life among infants with bronchopulmonary dysplasia.
Academic Article Combining clinical risk factors with serum bilirubin levels to predict hyperbilirubinemia in newborns.
Academic Article Incorporation of physiological trend and interaction effects in neonatal severity of illness scores: an experiment using a variant of the Richardson score.
Academic Article Racial differences in the use of respiratory medications in premature infants after discharge from the neonatal intensive care unit.
Academic Article Risk-adjusting hospital inpatient mortality using automated inpatient, outpatient, and laboratory databases.
Academic Article Derivation and validation of a model to predict daily risk of death in hospital.
Academic Article Underimmunization at discharge from the neonatal intensive care unit.
Academic Article Addition of time-dependent covariates to a survival model significantly improved predictions for daily risk of hospital death.
Academic Article Early detection of impending physiologic deterioration among patients who are not in intensive care: development of predictive models using data from an automated electronic medical record.
Academic Article Length of stay predictions: improvements through the use of automated laboratory and comorbidity variables.
Academic Article Length of stay and imminent discharge probability distributions from multistage models: variation by diagnosis, severity of illness, and hospital.
Academic Article Intra-hospital transfers to a higher level of care: contribution to total hospital and intensive care unit (ICU) mortality and length of stay (LOS).
Academic Article Risk factors for unplanned transfer to intensive care within 24 hours of admission from the emergency department in an integrated healthcare system.
Academic Article Early-onset sepsis: a predictive model based on maternal risk factors.
Academic Article Persistent recurring wheezing in the fifth year of life after laboratory-confirmed, medically attended respiratory syncytial virus infection in infancy.
Academic Article Accuracy of hospital standardized mortality rates: effects of model calibration.
Academic Article Development and Implementation of an Early-Onset Sepsis Calculator to Guide Antibiotic Management in Late Preterm and Term Neonates.
Academic Article Risk-adjusting hospital mortality using a comprehensive electronic record in an integrated health care delivery system.
Academic Article Risk factors for developing apnea after immunization in the neonatal intensive care unit.
Academic Article Pre-pregnancy and pregnancy-related factors and the risk of excessive or inadequate gestational weight gain.
Academic Article Outcomes among newborns with total serum bilirubin levels of 25 mg per deciliter or more.
Academic Article Revalidation of the Score for Neonatal Acute Physiology in the Vermont Oxford Network.
Academic Article Numbers needed to treat with phototherapy according to American Academy of Pediatrics guidelines.
Academic Article Impact of universal bilirubin screening on severe hyperbilirubinemia and phototherapy use.
Academic Article Premature infants born to adolescent mothers: health care utilization after initial discharge.
Academic Article Recurrent wheezing in the third year of life among children born at 32 weeks' gestation or later: relationship to laboratory-confirmed, medically attended infection with respiratory syncytial virus during the first year of life.
Academic Article Interpreting complete blood counts soon after birth in newborns at risk for sepsis.
Academic Article Is there yet any place for reagent strips in diagnosing spontaneous bacterial peritonitis in cirrhotic patients? An accuracy and cost-effectiveness study in Brazil.
Academic Article Total serum bilirubin exceeding exchange transfusion thresholds in the setting of universal screening.
Academic Article Risk of preterm delivery in non-diabetic women with polycystic ovarian syndrome.
Academic Article Interpersonal processes of care and cesarean delivery in two health care settings.
Academic Article Frequency, duration and predictors of bronchiolitis episodes of care among infants =32?weeks gestation in a large integrated healthcare system: a retrospective cohort study.
Academic Article Trends in red blood cell transfusion and 30-day mortality among hospitalized patients.
Academic Article Lack of improved outcomes with increased use of targeted temperature management following out-of-hospital cardiac arrest: a multicenter retrospective cohort study.
Academic Article Nonelective Rehospitalizations and Postdischarge Mortality: Predictive Models Suitable for Use in Real Time.
Academic Article Fluid volume, lactate values, and mortality in sepsis patients with intermediate lactate values.
Academic Article Stratification of risk of early-onset sepsis in newborns = 34 weeks' gestation.
Academic Article Predicting red blood cell transfusion in hospitalized patients: role of hemoglobin level, comorbidities, and illness severity.
Academic Article Maternal acculturation and the prenatal care experience.
Academic Article Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges.
Academic Article A Quantitative, Risk-Based Approach to the Management of Neonatal Early-Onset Sepsis.
Grant Rapid Clinical Snapshots from the EMR among Pneumonia Patients
Grant Sepsis and Critical Illness in Babies >34 Weeks Gestation
Academic Article Adaptation of the Acute Organ Failure Score for Use in a Medicare Population.
Academic Article Individual and health system variation in rehospitalizations the year after pneumonia.
Academic Article Prediction of Recurrent Clostridium Difficile Infection Using Comprehensive Electronic Medical Records in an Integrated Healthcare Delivery System.
Academic Article Hospital-Acquired Pressure Injury: Risk-Adjusted Comparisons in an Integrated Healthcare Delivery System.
Academic Article Accuracy of international classification of diseases, ninth revision, codes for postpartum hemorrhage among women undergoing cesarean delivery.
Academic Article Statistical Modeling and Aggregate-Weighted Scoring Systems in Prediction of Mortality and ICU Transfer: A Systematic Review.

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  • Predictive
  • modeling

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KP Researcher Profiles is funded by Kaiser Permanente Research.