Home / Publications / Bridging the Clinical Expertise Gap: Development of a Web-Based Platform for Accessible Time Series Forecasting and Analysis
Publication

Bridging the Clinical Expertise Gap: Development of a Web-Based Platform for Accessible Time Series Forecasting and Analysis

Aaron D. Mullen, Daniel R. Harris, Svetla Slavova, V. K. Cody Bumgardner

Details

Journal arXiv preprint
Year 2025
Categories cs.LG, cs.SE

Abstract

Time series forecasting has applications across domains and industries, especially in healthcare, but the technical expertise required to analyze data, build models, and interpret results can be a barrier to using these techniques. This article presents a web platform that makes the process of analyzing and plotting data, training forecasting models, and interpreting and viewing results accessible to users without extensive technical expertise.