---+ Faculty by Specialty --- ---++ Methodologic Areas | Adaptive Designs | Koyama, Blume, Choi, Yu | | Bayesian Statistics | Harrell, Chang, Chen, Choi, Fonnesbeck, Slaughter, Shotwell, Yu | | Bioequivalence Methodology | Chandrasekhar | | Bootstrap | Harrell, Wang, A Jiang, Shotwell, Greevy, W Dupont, H Chen, Spieker | | CART/Recursive Partitioning | Yu, Byrne, Wang, G Chen, HChen | | Case-Control Studies | W Dupont, Wu, Schildcrout, A Jiang, Zhu,Gebretsadik, H Chen, Ran Tao | | Causal Inference | Shepherd, Schildcrout, Greevy, W Dupont, Spieker | | Clinical Trials Methodology | Byrne, Donahue, W Dupont, Harrell, Koyama, Shyr, Yu, Choi, Blume | | Advanced Clinical Trial Design | See ClinRCT, Yu | | Correlated Binary Data | Yu, Schildcrout, Slaughter, W Wu, H Chen | | Continous Quality Improvement | Byrne | | Data Management | Byrne, Zhu, Phillips | | Data Reduction Methods | Harrell, A Jiang, Yu, W Wu, H Chen | | Decision Analysis | Fonnesbeck | | Diagnostic Tests (Evaluation and Design) | Blume, Chen, Koyama, Liu, Spieker | | Diagnostic Accuracy | Zhou, Harrell, Moons, Yu, Chen, Koyama, Liu, Blume, H Chen, Spieker | | Empirical Bayes and Shrinkage | Blume, Chen | | False Discovery Methods | Blume | | Foundations of Inference | Blume | | Functional Data Analysis | Zhou, Kang, Blume | | Genetics and Bioinformatics | Shyr, Zhou, Wang, A Jiang, Tang, Xu, Blume, W Dupont, Ran Tao | | Generalized Linear Models | Harrell, Chen, Fonnesbeck, Wang, A Jiang, Schildcrout, W Dupont, H Chen, Ran Tao, Spieker | | Health Services and Outcomes Research | Gebretsadik, Harrell, Zhou, Federspiel, Schildcrout, W Wu, Zhu, Greevy, W Dupont, Chandrasekhar | | Imaging | Kang, Blume | | Latent Variable Models | Fonnesbeck, Slaughter, Shotwell | | Likelihood Methods | Blume, Choi, Kang, Tang, W Dupont, Ran Tao | | Limit of Detection methods | Chandrasekhar | | Linear and nonlinear Mixed Effects Models | Yu, Schildcrout, H Chen, Choi, Fonnesbeck, Wang, Slaughter, Kang, Liu, W Dupont | | Longitudinal Data Analysis | Chen, Schildcrout, H Chen, Harrell, Wang, Blume, Slaughter, Kang, Liu, W Dupont, Spieker | | Machine Learning | G Chen, Fonnesbeck, Blume | | Matching Methodology | Greevy | | Measurement Error Correction Models | Yu, Shepherd | | Mechanistic and Biomathematical Modeling | Shotwell | | Mediation Analysis | Blume | | Meta-analysis | Fonnesbeck, Blume, W Dupont | | Missing Data Problem | Chen, Fonnesbeck, Harrell, Shepherd, Blume, W Dupont, Ran Tao | | Mixture Models | Fonnesbeck, Yu, Choi, A Jiang, Blume, W Dupont | | Mixed Methodology | Davidson | | Model Checking and Model Selection | Fonnesbeck, Shepherd, Blume, W Dupont | | Nonlinear Modeling | Shotwell | | Nonparametrics and Spline Functions | Harrell, Chen, Wang, W Dupont, Spieker | | Ordinal Response Models | Harrell, Slaughter, Shepherd | | Permutation Tests | Yu, A Jiang, W Dupont | | Pharmacokinetic Modeling | Shotwell, Choi | | Predictive Modeling and Validation | Harrell, Wang, A Jiang, Koyama, Schildcrout, Blume | | Propensity Scores | Greevy, W Dupont, Chen, Spieker | | Proteomics | Shyr | | Randomization Inference | Greevy, Blume | | Response feature analysis | Chandrasekhar | | Restricted Randomization | Greevy | | ROC Curves | Blume, Koyama, Chen, Liu, W Dupont, Spieker | | Sample Size and Power Calculations | W Dupont, Koyama, Blume, Schildcrout, Shotwell, H CHen | | Sensitivity Analyses | Shepherd, Schildcrout, Greevy, Spieker | | Sampling Methods | Yu, Liu | | Statistical Computing | W Dupont, Fonnesbeck, Harrell, A Jiang, Koyama, Shotwell | | Statistical Graphics | Donahue, W Dupont, Harrell, Koyama, Byrne, Shotwell | | Statistical Reporting | Donahue, Harrell, Shotwell | | Survival Analysis | W Dupont, Harrell, Shyr, H Chen, Chen, A Jiang, Zhu, Liu | | Teaching Biostatistics | Byrne,W Dupont, Fonnesbeck, Shyr, Davidson, Blume, Spieker | | Time Series | W Dupont, Yu, Donahue, Kang | --- ---++ General Health and Therapy Areas | Clinical and Pharmaceutical Safety | Harrell, Schildcrout, Choi, Byrne, Yu, W Dupont | | Diagnosis | Harrell, Zhou, Moons, Yu, Chen, Blume, Kang, Liu, Spieker | | Disease Clustering | Yu | | Epidemiology and Public Health | Blume, W Dupont, Shepherd, Yu, Schildcrout, Blume, Slaughter, Zhu, P Wu, Fonnesbeck, Tang, Greevy, Phillips,Gebretsadik, Chandrasekhar, Spieker | | Evidence-Based Medicine | Fonnesbeck, Phillips, Blume | | Global Health | Shepherd | | Health Education and Risk Appraisal | Byrne | | Long Term Care | Shotwell, Chandrasekhar | | Medical Malpractice | Federspiel | | Molecular Biology | Wu, Wang, A Jiang, W Wu | | Molecular Epidemiology | W Dupont, Wu, W Wu | | Patient Advocacy | Federspiel | | Pharmaceutical Research | Harrell, Yu, Schildcrout, Choi, Byrne, Blume | | Prognosis | Harrell, Byrne, Liu, Schildcrout, Spieker | | Clinical Pharmacology | Yu, Choi, Gebretsadik | --- ---++ Medical Specialty Areas | Anesthesiology | Shotwell, Schildcrout | | Asthma | Yu, P Wu, Gebretsadik, Schildcrout, W Dupont | | Autonomic Disorders & Diseases | W Dupont | | Biomedical Informatics | Chen | | Breast Cancer Epidemiology | W Dupont | | Cardiovascular Disease | Harrell, Wu, Chen, Liu, Tang, Greevy, Schildcrout, Blume | | Clinical Drug Development | Donahue, Yu, Choi, Blume | | Clinical Informatics | W Dupont, Schildcrout, Chen | | Clinical Pharmacology | Yu, Choi, Byrne | | Community-based disease surveillance | Yu, Zhu | | Critical Care Medicine | Chandrasekhar, Harrell, Koyama | | Diabetes | Greevy, Yu, Kang, Gebretsadik | | Emergency Medicine | Blume, Harrell, Liu | | Gastroenterology | Slaughter, Koyama | | Gastrointestinal Safety Evaluation | Yu | | General Clinical Research Center | Byrne, Yu | | HIV/AIDS | Shepherd, Zhu, Spieker | | Infectious Pulmonary Disease | W Dupont, Gebretsadik, Koyama, Chen | | Medical Education and Assessment | Davidson | | Neonatology | Slaughter | | Nephrology, Renal Disease | Greevy | | Neurology | Wang, Liu, W Dupont, Spieker | | OB/GYN | Blume, Slaughter, Spieker | | Occupational Health | Byrne | | Oncology | H Chen, Koyama, Shyr, Blume, Phillips | | Pain Studies | Yu | | Pediatrics | Zhu, Chen | | Pediatric Infectious Disease | Fonnesbeck, Gebretsadik | | Radiology | Blume, Kang | | Sports Medicine/Orthopedics | Harrell | | Surgery | Donahue, Byrne, Phillips, Blume | | Thoracic (Lung) | Blume | | Trauma | Byrne, Phillips | | Tuberculosis | Yu, Shepherd | | Vaccine studies | Zhu, Chen, Spieker | --- ---++ Currently Funded Collaborations By Department, Division, and Center <br /><font size="-2"> [[https://medschool.vanderbilt.edu/directory][directory of departments and centers]]</font> ---+++ Department of Medicine ---++++ Division of Cardiovascular Medicine Frank Harrell, Yanna Song, Meng Xu ---++++ Division of Genetic Medicine William Dupont ---++++ Division of Nephrology Robert Greevy ---++++ Division of Allergy, Pulmonary and Critical Care Medicine ---+++ <span style="color: #000000; font-size: 14px; line-height: 22px; background-color: transparent;">William Dupont, Tebeb Gebretsadik</span> ---++++ Division of Infectious Diseases Bryan Shepherd, Cathy Jenkins, Mark Giganti ----- <!-- separate departments with line if any divisions are listed --> ---+++ Department of Anesthesiology Matt Shotwell, Jonathan Schildcrout ---+++ Department of Biomedical Informatics ---+++ <span style="background-color: transparent; color: #000000; font-size: 14px; line-height: 22px;">Cindy Chen, Jonathan Schildcrout</span> ---+++ Department of Orthopaedic Surgery Frank Harrell, Sam Nwosu, Shirley Liu ---+++ Department of Pathology, Microbiology & Immunology William Dupont ---+++ Department of Health Policy <font size="-2"> [[https://medschool.vanderbilt.edu/health-policy/][website]]</font> William Dupont, Robert Greevy, Xulei Liu, Laurie Samuels, Rameela Chandrasekhar ---+++ Department of Pediatrics <font size="-2"> [[https://medschool.vanderbilt.edu/health-policy/][website]]</font> William Dupont, Tebeb Gebretsadik, Meng Xu, Jeremy Stephens, Laurie Samuels (Bill Heerman only; not general collaboration with department) ---++++ <span style="font-size: 20px; line-height: 1.1em; background-color: transparent;">Center for Health Services Research (HSR) </span><font size="-2" style="background-color: transparent;"> [[https://medicineandpublichealth.vanderbilt.edu/hsr/][website]]</font> Robert Greevy, Tebeb Gebretsadik, Jonathan Schildcrout, Laurie Samuels, Rameela Chandrasekhar ---+++ Center for Diabetes Translation Research (CDTR) <font size="-2"> [[http://www.mc.vanderbilt.edu/root/vumc.php?site=CDTR][website]]</font> Robert Greevy, Tebeb Gebretsadik ---+++ Vanderbilt Diabetes Research and Training Center (DRTC) <font size="-2"> [[https://labnodes.vanderbilt.edu/drtc][website]]</font> Robert Greevy, Tebeb Gebretsadik ---+++ Vanderbilt Ingram Cancer Center Tatsuki Koyama, Zhiguo Zhao, Pengcheng Lu, William Dupont, Heidi Chen, Jeremy Stephens ---+++ Evidence-based Practice Center Chris Fonnesbeck ---+++ Vanderbilt Institute for Global Health Bryan Shepherd ---+++ Vanderbilt Digestive Disease Research Center Tatsuki Koyama, Zhiguo Zhao ---+++ Department of Emergency Medicine Dandan Liu, Cathy Jenkins ---+++ Veterans Administration, TVHS, GRECC <font size="-2"> [[http://www.va.gov/directory/guide/facility.asp?ID=95][website]]</font> Robert Greevy, Cole Beck, Zhouwen Liu, William Dupont ---+++ Department of Neurology Lily Wang, Yaping Shi, William Dupont ---+++ ICU Delirium and Cognitive Impairment Rameela Chandrasekhar, Jennifer Thompson ---+++ Vanderbilt Quality Safety and Risk Prevention Henry Domenico, Daniel Byrne ---+++ Center of Excellence for Children in State Custody Rameela Chandrasekhar, David Schlueter, Ryan Jarrett ---+++ Emerging Infections Program Rameela Chandrasekhar ---+++ School of Nursing Leena Choi, Rameela Chandrasekhar ---++ Experience with Large Medical Databases | Ambulatory Health Care Data | Zhu | | HCUP: Healthcare Cost and Utilization Project National Inpatient Sample | Zhu, Phillips | | HCUP: Kids' Inpatient Database | Davidson | | HRSA: Area Resource File | Shotwell | | American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) | Shotwell | | Health Claims Data | Byrne, Federspiel, Phillips, Gebretsadik | | Health Risk Assessments | Byrne | | OPTION Schools | Fonnesbeck | | !TennCare/Medicaid | Federspiel, P Wu, Gebretsadik, W Dupont | | Trauma Registries | Byrne, Phillips | | Workers' Compensation Data | Byrne, Federspiel | | HCUP: Healthcare Cost and Utilization Project National Emergency Department Sample | Jenkins, Zhu | | Veterans Administration National Electronic Health Records | Greevy | | HCUP: SID - State Inpatient Database with revisit files | Phillips | | HCUP: SASD - State Ambulatory Surgery Database with revisit files | Phillips | | SEER: Surveillance, Epidemiology, and End Results Program | Phillips, W Dupont | | U.S. Census Bureau Database | Chandrasekhar | | Department of Child Services Database | Chandrasekhar, Schlueter, Jarrett |
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