My passions are twofold: integrating data analytics, healthcare, and project management to improve patient outcomes, and developing practical guides and ready-to-use tools to support others in their work.

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Certifications

• Certified Enterprise Analyst, MicroStrategy – February 2024
• Certified Departmental Analyst, MicroStrategy – November 2023
• Certified Associate in Project Management, PMI – April 2023

Skills

Technical

• data analytics
• MicroStrategy
• Instructional Content development
• Project Management
• Technical Writing

Interpersonal

• Communication
• Public Speaking
• Creative Problem Solving
• Cross-Functional Leadership
• Critical Thinking
• Teamwork and Collaboration
• Attention to Detail

Programming

• SQL
• Python
• NumPy
• Pandas

Publications

All publications are under my maiden name – Irene L. Tanner.

Horn ME, George SZ, Giczewska A, Alhanti B, Tanner IL, Bolognesi MP. Comparison of adverse events, prescription medication, and costs after hip, knee, and shoulder total joint arthroplasty: a retrospective cohort study. Arthroplasty. 2025 May 6;7(1):24. doi: 10.1186/s42836-025-00309-y. PMID: 40325438; PMCID: PMC12054235.

Tanner IL, Ye K, Moore MS, Rechenmacher AJ, Ramirez MM, George SZ, Bolognesi MP, Horn ME. Developing a computer vision model to automate quantitative measurement of hip-knee-ankle angle in total hip and knee arthroplasty patients. J Arthroplasty. 2024 Sep;39(9):2225-2233. doi: 10.1016/j.arth.2024.04.062. Epub 2024 Apr 27. PMID: 38679347.

LaLonde R, Tanner IL, Nikiforaki K, Papadakis GZ, Kandel P, Bolan C, Wallace MB, Bagci U. INN: Inflated neural networks for IPMN diagnosis. In: Shen D, et al., editors. Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. MICCAI 2019. Lecture Notes in Computer Science, vol 11768. Springer, Cham; 2019. p. 135-143. doi: 10.1007/978-3-030-32254-0_12.

Tanner IL, Mahalanobis A. Fundamentals of target classification using deep learning. Proc SPIE. 2019 May 14;10988:1098809. doi: 10.1117/12.2517762.

Rodriguez AC, Sharma A, Tanner IL, Kandel P, LaLonde R, Livingston D, Bagci U. Sa1342–Brown adipose tissue activation detected by artificial intelligence-assisted radiomics: An early biomarker for pancreatic ductal adenocarcinoma (PDAC). Gastroenterology. 2019;156(6):S-320.

Projects

The Health Data Science Framework

• A poster presented at Duke Health in which I created a step-by-step guide that combined the CRISP-DM (Cross Industry Standard Process for Data Mining) and PM-BOK (Project Management Book of Knowledge) to help with planning and completing data science and machine learning projects.

A Guide to Conducting a Successful Computer Vision Project

• A 50+ page manual and presentation given at Duke Health that outlines the process of a computer vision project from start to finish, with dedicated sections for Duke-specific resources. Developed with three colleagues.

Mentorship

I have held various informal mentoring roles since undergrad, helping my peers with everything from grad school prep to conducting AI research. Now, I mentor my colleagues in data analytics- specifically, how to use the business intelligence software MicroStrategy.