Publications

All publications by David Scheinker here

All publications by Andrew Shin here

SURF Papers Since 2020

A Machine Learning Model for Week-Ahead Hypoglycemia Prediction From Continuous Glucose Monitoring Data

SCAN for Abuse: Electronic Health Record-Based Universal Child Abuse Screening

Smart Start — Designing Powerful Clinical Trials Using Pilot Study Data

Role and Perspective of Certified Diabetes Care and Education Specialists in the Development of the 4T Program

Drivers of telemedicine in primary care clinics at a large academic medical centre

Surgical scheduling via optimization and machine learning with long-tailed data

County-Level Factors Explaining the Reversal of the Hispanic Mortality Paradox

Impact of Clinician Telemedicine Use on Diagnostic Testing for Heart Failure Patients

Sociodemographic disparities in the use of cardiovascular ambulatory care and telemedicine during the COVID-19 pandemic

A quantitative model to ensure capacity sufficient for timely access to care in a remote patient monitoring program

Identification of Factors Associated With 30-day Readmissions After Posterior Lumbar Fusion Using Machine Learning and Traditional Models: A National Longitudinal Database Study

Examining the feasibility of data-driven decision support for the virtual crossmatch for solid organ transplantation: A single center study

Increased Glucose Time in Range following Active vs. Sedentary Days in Newly Diagnosed Youth with T1D—4T Exercise Results

4T Study—Early CGM Initiation and Tighter Glucose Targets Improves A1C in Youth with T1D

Traditional Risk Factors for Elevated A1C Persist among Youth with T1D Using CGM—Results from the 4T Study 1

The Association Between Central Line-Associated Bloodstream Infection and Central Line Access

Disparities in Hemoglobin A1c Levels in the First Year After Diagnosis Among Youths With Type 1 Diabetes Offered Continuous Glucose Monitoring

WAVES – The Lucile Packard Children’s Hospital Pediatric Physiological Waveforms Dataset

PERSISTENT SOCIODEMOGRAPHIC DISPARITIES IN CARDIOVASCULAR TELEMEDICINE USE DURING THE COVID-19 PANDEMIC

CGM Metrics Identify Dysglycemic States in Participants From the TrialNet Pathway to Prevention Study

Drivers of Visit Modality in Primary Care Clinics at an Academic Medical Center

Adding glycemic and physical activity metrics to a multimodal algorithm-enabled decision-support tool for type 1 diabetes care: Keys to implementation and opportunities

Suboptimal antimicrobial discharge prescriptions at a tertiary referral children’s hospital

The evolving role of data & safety monitoring boards for real-world clinical trials

A computer modeling method to analyze rideshare data for the surveillance of novel strains of SARS-CoV-2

A model to design financially sustainable algorithm-enabled remote patient monitoring for pediatric type 1 diabetes care

WAVES - The Lucile Packard Children's Hospital Open-Access Pediatric Physiological Waveforms Dataset

Impact of Telemedicine New Patient Visits on Total Visit Utilization at an Academic Cardiovascular Center: An Instrumental Variable Analysis

A Platform for the Personalized Management of Diabetes and Cardiovascular Disease at Population Scale With Data From Multiple Sensors

Criteria for Early Pacemaker Implantation in Patients With Postoperative Heart Block After Congenital Heart Surgery

Assessment of physician training and prediction of workforce needs in paediatric cardiac intensive care in the United States

Drivers of variation in telemedicine use during the COVID-19 pandemic: The experience of a large academic cardiovascular practice

Predictive Ability of the Braden QD Scale for Hospital-Acquired Venous Thromboembolism in Hospitalized Children

Trends in national and county-level Hispanic mortality in the United States, 2011–2020

Algorithm-Enabled, Personalized Glucose Management for Type 1 Diabetes at the Population Scale: Prospective Evaluation in Clinical Practice

4T Study: Tighter Glucose Target Settings with Early CGM Initiation Further Improves A1C in Youth with T1D

A Model to Assess the Financial Feasibility of Telemedicine-Based Pediatric T1D Care in Value-Based Care and Fee-for-Service Settings 

An Interactive Capacity Planning Dashboard for Algorithm-Enabled Telemedicine-Based Diabetes Care

The Association between Patient Characteristics and the Efficacy of Remote Patient Monitoring and Messaging

Practical Advice for Clinician–Engineer Partnerships for the Use of AI, Optimization, and Analytics for Healthcare Delivery

Analytics-Driven Capacity Management

Artificial Intelligence for Healthcare: Interdisciplinary Partnerships for Analytics-driven Improvements in a Post-COVID World

REDUCING DISPARITIES IN HEMOGLOBIN A1C DURING THE FIRST YEAR OF DIABETES DIAGNOSIS: ACCOMPLISHMENTS AND AREAS FOR IMPROVEMENT IN THE 4T STUDY

A New Technology-Enabled Care Model for Pediatric Type 1 Diabetes

Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Type 1 Diabetes: the Pilot 4T Study

The Design and Implementation of a Broadly Applicable Algorithm for Optimizing Intra-Day Surgical Scheduling

DRIVERS OF VARIATION IN TELEMEDICINE USE AT AN ACADEMIC CARDIOVASCULAR CENTER DURING THE COVID-19 PANDEMIC

Monitoring Approaches for a Pediatric Chronic Kidney Disease Machine Learning Model

Visualizing Opioid-Use Variation in a Pediatric Perioperative Dashboard

Performance of a Commonly Used Pressure Injury Risk Model Under Changing Incidence

Hilbert function spaces and the Nevanlinna-Pick problem on the polydisc (vol 261, pg 2238, 2011)

Corrigendum to “Hilbert function spaces and the Nevanlinna–Pick problem on the polydisc” [J. Funct. Anal. 261 (8) (2011) 2238–2249]

Surgical Scheduling via Optimization and Machine Learning with Long-Tailed Data

Changes in telemedicine use and ambulatory visit volumes at a multispecialty cardiovascular center during the COVID-19 pandemic

The Dysfunctional Health Benefits Market and Implications for US Employers and Employees

Personalizing cholesterol treatment recommendations for primary cardiovascular disease prevention

FACTORS ASSOCIATED WITH PROLONGED DISCHARGE DELAYS IN A PEDIATRIC ICU

Individualized risk trajectories for iron-related adverse outcomes in repeat blood donors

A personalized decision aid for prostate cancer shared decision making

Application of the Quadruple Aim to evaluate the operational impact of a telemedicine program

Understanding Hospital-Acquired Venous Thromboembolisms in Pediatric Cardiology Patients

Prediction of Pacemaker Implantation in Patients With Postoperative Heart Block: A Data Analytics Approach

Clinically Serious Hypoglycemia Is Rare and Not Associated With Time-in-range in Youth With New-onset Type 1 Diabetes

Population-level management of type 1 diabetes via continuous glucose monitoring and algorithm-enabled patient prioritization: Precision health meets population health

Prediction of Iron-Related Adverse Donation Outcomes for Repeat Blood Donors Based on Donation Interval

Machine learning approaches improve risk stratification for secondary cardiovascular disease prevention in multiethnic patients

Quantifying paediatric intensive care unit staffing levels at a paediatric academic medical centre: A mixed-methods approach

Effect of Time of Daily Data Collection on the Calculation of Catheter-associated Urinary Tract Infection Rates

Improved individual and population-level HbA1c estimation using CGM data and patient characteristics

Prediction of Prolonged Opioid Use After Surgery in Adolescents: Insights From Machine Learning

Reducing administrative costs in US health care: Assessing single payer and its alternatives

A method to analyze rideshare data for the surveillance of novel strains of SARS-CoV-2

Development and Implementation of a Real-time Bundle-adherence Dashboard for Central Line-associated Bloodstream Infections

Extremum seeking for optimal control problems with unknown time-varying systems and unknown objective functions

Early CGM Initiation Improves A1C in Youth with T1D: Teamwork, Technology, Targets, and Tight Control (4T) Study

INCREASING CAPACITY WITH FIXED RESOURCES THROUGH AUTOMATION AND TASK DELEGATION AT A TERTIARY PEDIATRIC TYPE 1 DIABETES CLINIC

The design and evaluation of a novel algorithm for automated preference card optimization

The development and deployment of a model for hospital-level COVID-19 associated patient demand intervals from consistent estimators (DICE)

Beyond Convenience: Video Visits Can Increase The Efficiency Of Preventive Care Delivery

A model to analyze rideshare data to surveil novel strains of SARS-CoV-2

Modeling Intraoperative Opioid Administration Variation: A Single-Center Retrospective Cohort Study of Children

Racial and Ethnic Disparities in Household Contact with Individuals at Higher Risk of Exposure to COVID-19

Baseline creatinine determination method impacts association between acute kidney injury and clinical outcomes

County‐Level Factors Associated With Cardiovascular Mortality by Race/Ethnicity

Correlation between an Independent Electronic Health Record & External Ranking of Children’s Hospitals

Quantifying Electronic Health Record Data: A Potential Risk for Cognitive Overload

The Hispanic paradox in the prevalence of obesity at the county-level

Health and healthcare disparities associated with the digital divide

A model to analyze rideshare data to surveil novel strains of SARS-CoV-2

Understanding CGM Metrics in Children with T1D Before and After the COVID-19 Shelter-in-Place Order

Racial and Ethnic Minority Groups Are Under-Represented and Under-Reported in Guideline-Informing Heart Failure Clinical Trials

Target-Based Care: An Intervention to Reduce Variation in Postoperative Length of Stay

Personalizing Cholesterol Management Therapy Using Electronic Medical Records and Machine Learning

Prediction of Recurrent Atherosclerotic Cardiovascular Disease Risk Using Machine Learning and Electronic Health Record Data

Multimethod, multidataset analysis reveals paradoxical relationships between sociodemographic factors, Hispanic ethnicity and diabetes

Uninterrupted continuous glucose monitoring access is associated with a decrease in HbA1c in youth with type 1 diabetes and public insurance

Hospitalization Patterns for Inpatient Pediatric Surgery and Procedures in California: 2000–2016

Machine learning and atherosclerotic cardiovascular disease risk prediction in a multi-ethnic population

Machine learning better predicts colonoscopy duration

Improving Clinical Outcomes in Newly Diagnosed Pediatric Type 1 Diabetes: Teamwork, Targets, Technology, and Tight Control—The 4T Study

Extremum Seeking for Creating Optimal Feedback Controls of Unknown Systems by Tuning Basis Functions

A Model of Bed Demand to Facilitate the Implementation of Data-driven Recommendations for COVID-19 Capacity Management

Clinically Significant Hypoglycemia Is Rare in Youth with T1D during Partial Clinical Remission

The Association between Time-in-Range, Mean Glucose, and Incidence of Hypoglycemia in Youth with Newly Diagnosed T1D

Early CGM Initiation Improves HbA1c in T1D Youth over the First 15 Months

Improved HbA1c Estimation Using CGM Data

Pilot Study on the Feasibility of Weekly CGM Data Review in Youth with New-Onset Type 1 Diabetes

A Telemedicine-CGM Recommendation System for Personalized Population Health Management

Newly Diagnosed Pediatric Patients with Type 1 Diabetes Show Steady Decline in Glucose Time-in-Range (TIR) over 1 Year: Pilot Study

MACHINE LEARNING CAN IMPROVE ESTIMATION OF COLONOSCOPY PROCEDURE DURATION: A PILOT STUDY

Implementing Analytics Projects in a Hospital: Successes, Failures, and Opportunities

A model to forecast regional demand for COVID-19 related hospital beds

COUNTY-LEVEL FACTORS ASSOCIATED WITH CARDIOVASCULAR MORTALITY DISAGGREGATED BY RACE/ETHNICITY

Differences in Central Line–Associated Bloodstream Infection Rates Based on the Criteria Used to Count Central Line Days

A model to estimate regional demand for COVID-19 related hospitalizations

Hospitalization Patterns for Inpatient Pediatric Surgery and Procedures in California

CGM Initiation Soon After Type 1 Diabetes Diagnosis Results in Sustained CGM Use and Wear Time