Lauren Dickman, Phd Email & Phone Number

Phoenix, Az, Us

Phoenix, Arizona, United States

Algorithmically identify cohorts of patients for oncologist curation, determining and implementing necessary biological exclusions to allow for a clean cohort. Develop machine learning predictors to gauge ovarian, prostate, and lung cancer patients' likelihoods to benefit from alternatives to standard of care. Determine the increase to overall survival in patients treated in line with the modeled prediction.

Led bi-weekly tech bootcamps of up to 60 students illustrating use of real-world data analytic and visualization tools in Excel and Tableau, including pivot tables, k-means clustering, applications of statistical models, A/B testing, time-series, classification algorithms, and regression.

Designed and executed plan to recreate and improve upon network adequacy time/distance analysis by company-wide software within Python.Developed solutions to automate company tracking of finances and client deliverables through Excel VBA.Devised series of Excel dashboards to be employed across company to automate and visualize all file reviews.Conducted ad hoc statistical analyses through SAS and Python to understand underlying trends in large Medicaid and Medicare… Show more Designed and executed plan to recreate and improve upon network adequacy time/distance analysis by company-wide software within Python.Developed solutions to automate company tracking of finances and client deliverables through Excel VBA.Devised series of Excel dashboards to be employed across company to automate and visualize all file reviews.Conducted ad hoc statistical analyses through SAS and Python to understand underlying trends in large Medicaid and Medicare datasets, improve clinical outcomes, and communicate findings in weekly calls to clients. Show less

Courses as primary instructor: Calculus for Engineers II, Calculus for Engineers I, Brief Calculus, College Mathematics.Courses assisted: Applied Computational Methods, Applied Linear Algebra, Introduction to Mathematical Structures, Modern Differential Equations, Calculus with Analytic Geometry III.

Chandler, Arizona, United States

Prepared lectures, hands-on activities, and contests for weekly meetings to sharpen mathematical skills. Club consisted of 25 advanced 5th and 6th grade students.

Phoenix, Arizona Area

Assessed optimal information loss and disclosure risk following application of various statistical disclosure control (SDC) methods to inform future de-identification techniques of Medicare data.Visualized dataset distributions following SDC methods and risk-data utility maps using Tableau.Modified information loss metric to better visualize the structural differences of datasets.Developed SAS algorithm for evaluating disclosure risk through SUDA score calculations… Show more Assessed optimal information loss and disclosure risk following application of various statistical disclosure control (SDC) methods to inform future de-identification techniques of Medicare data.Visualized dataset distributions following SDC methods and risk-data utility maps using Tableau.Modified information loss metric to better visualize the structural differences of datasets.Developed SAS algorithm for evaluating disclosure risk through SUDA score calculations, bootstrapping, and matching via permutations of key identifiers. Show less

Instructor of MAT 081 (Basic Arithmetic). Designed lectures, exams, and group activities for course of 20 students.

Developed mathematical model to capture tumor-immune response to immune checkpoint inhibitor anti-PD-1. Explored tumor-immune dynamics following intermittent and continuous treatment. Modeled sensitivity of system to changes in parameters.

Tutor elementary to college students in writing, physics, and mathematics.

Conducted individual and group lessons in mathematics, literature, and Latin for up to 25 students.

Developed and tested new time-stepping scheme for atmospheric, oceanic, and climate modeling in MATLAB. Presented research findings at 2014 Joint Mathematics Meetings and 2014 Southwest Undergraduate Mathematics Research Conference.

Doctor Of Philosophy - Phd, Applied Mathematics

Activities and Societies: Association for Women in Mathematics, Society for Industrial and Applied Mathematics, American Mathematical.

Master Of Arts - Ma, Applied Mathematics

Bachelor Of Science - Bs, Mathematics, Summa Cum Laude