Recent Publications

Full list of publications found on Google Scholar

Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice June, 2024.

Impact of a machine learning algorithm on time to palliative care in a primary care population: protocol for a stepped-wedge pragmatic randomized trial February, 2023.

Effect of an Artificial Intelligence Decision Support Tool on Palliative Care Referral in Hospitalized Patients: A Randomized Clinical Trial February, 2023.

Use of Machine Learning Algorithm to Identify Patients in Need of Palliative Care in a Primary Care Population: A Pilot Study (RP502) June, 2022.

Presentations

Data Science at the Mayo Clinic (Symposium on Data Science and Statistics 2020, June 2020)

Model Prediction Interpretation with Shapley Additive Explanations (Mayo Clinic Applied Statistics Seminar, October 2019)

Mayo Clinic Artificial Intelligence Symposium 2019 Poster Session: Prediction in Practice: An Implementation Framework for Clinical Centered Machine Learning Models (May 2019)

Data Transformations and Workflow in R (Mayo Clinic R for Data Science Bookclub, April 2019)

Mayo Clinic Biostatistics and Informatics Scientific Session 2019 Poster Session: Prediction in Practice: An Implementation Framework for Clinican Centered Machine Learning Models (April 2019)

Yearly Deep Learning and Machine Learning Journal Club Symposium Oral and Poster Presentations: Data Science in the Kern Center for the Science of Health Care Delivery (October 2019).

Mayo Clinic SUMIT Knowledge Sharing Seminar: Filling in the Gaps with R Education (November 2019).

The University of Wisconsin La Crosse Mathematics & Statistics Undergraduate Summer Research Experience Guest Speaker Presentation: Control Tower: A Platform to Deliver Clinical Centered Machine Leraning Models (July 2019)

Mayo Clinic BSI Research Oriented Group Meeting Oral Presentation: Control Tower: A Platform to Deliver Clinical Centered Machine Leraning Models (April 2019).

University of Wisconsin Madison College of Engineering Undergraduate Research Poster Session Modeling the Blood Brain Barrier with Stem Cell Derived Endothelial Cells and Astrocytes (Spring 2016)

University of Wisconsin Madison College of Engineering Undergraduate Research Poster Session Presentation Modeling the Neurovascular Unit with Stem Cell Derived Endothelial Cells and Small Molecules Released in the Brain Parenchyma. (Fall 2015)