Presentation for the Practical Big Data Workshop 2022, delivered live June 24, 2022, at the Michigan League, University of Michigan, Ann Arbor, MI.
Précis: "Image segmentation is a critical step in radiotherapy treatment planning and response assesment; however, manual segmentation is time consuming and prone to inter- and intra-observer variance. Recent machine learning/artificial intelligence methods hold promise for augmenting or refining segmentation processes. This talk defines the challenges and opportnities, with a narrative lens as a long-term researcher in human and machine segmentation."
Précis: "Image segmentation is a critical step in radiotherapy treatment planning and response assesment; however, manual segmentation is time consuming and prone to inter- and intra-observer variance. Recent machine learning/artificial intelligence methods hold promise for augmenting or refining segmentation processes. This talk defines the challenges and opportnities, with a narrative lens as a long-term researcher in human and machine segmentation."