Todd A MacKenzie, PhD
Title(s)
Professor of Biomedical Data Science
Professor of Medicine
Professor of The Dartmouth Institute
Department(s)
Biomedical Data Science
Medicine
The Dartmouth Institute
Education
PhD (Statistics), McGill University, 1997
MSc (Statistics), McGill University, 1993
BSc, Dalhousie University, 1990
Programs
Dartmouth Cancer Center
Quantitative Biomedical Sciences
The Dartmouth Institute for Health Policy and Clinical Practice
Websites
http:
Academic Analytics
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Contact Information
Section of Clinical Research, HB 7505
One Medical Center Drive
Dartmouth Hitchcock Medical Center
Lebanon NH 03756
Phone: 603-653-3542
Fax: 603-653-3554
Email: Todd.A.MacKenzie@Dartmouth.edu
Professional Interests
I use statistics to facilitate clinical and health services research across a spectrum of disciplines and specialties. This work has been reported in over 300 publications. The majority of these projects involve comparative effectiveness, clinical trials, association studies, and prediction modeling. I am especially interested in survival (aka, time-to-event) analysis, and causal inference. Recent work includes studying the quality and effectiveness of colonoscopy for colorectal screening and surveillance.
Courses Taught
QBS 121: Biostatistics II; a course in statistical modelling (Winter) with Tor Tosteson
QBS 123: Biostatistics Consulting
Past Teaching:
PH 271 (TDI) "Practice of Statistics in Medicine" with James O'Malley: This course was aimed at junior faculty, post-doctoral fellows and PhD students.
PH 147 (TDI) "Advanced Methods in Health Services Research" with Tracy Onega
PEMM 107 "Biostatistics" : A course in biostatistics I developed for bench and translational scientists in molecular medicine.
Clinical Trial Protocol for "Replace Cysto": Replacing Invasive Cystoscopy with Urine Testing for Non-muscle-invasive Bladder Cancer Surveillance-A Multicenter, Randomized, Phase 2 Healthcare Delivery Trial Comparing Quality of Life During Cancer Surveillance with Xpert Bladder Cancer Monitor or Bladder EpiCheck Urine Testing Versus Frequent Cystoscopy. Response to commentary on "Automated classification of fat-infiltrated axillary lymph nodes on screening mammograms". Why Are We Weighting? Understanding the Estimates From Propensity Score Weighting and Matching Methods. APPLICATION OF QUANTILE DISCRETIZATION AND BAYESIAN NETWORK ANALYSIS TO PUBLICLY AVAILABLE CYSTIC FIBROSIS DATA SETS. Relationship Between Tobacco Product Use and Health-Related Quality of Life Among Individuals With COPD in Waves 1-5 (2013-2019) of the Population Assessment of Tobacco and Health Study. Endoscopist adenomas-per-colonoscopy detection rates and risk for postcolonoscopy colorectal cancer: Data from the New Hampshire Colonoscopy Registry. Automated classification of fat-infiltrated axillary lymph nodes on screening mammograms. Novel integration of governmental data sources using machine learning to identify super-utilization among U.S. counties. Candidate pathway analysis of surfactant proteins identifies CTSH and SFTA2 that influences lung cancer risk. Sex differences in outcomes among adults undergoing abdominal aortic aneurysm repair. |
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