2 papers
eess.IV2022
Heatmap Regression for Lesion Detection using Pointwise Annotations
Chelsea Myers-Colet, Julien Schroeter, Douglas L. Arnold +1
In many clinical contexts, detecting all lesions is imperative for evaluating disease activity. Standard approaches pose lesion detection as a segmentation problem despite the time…
eess.IV2022
Segmentation-Consistent Probabilistic Lesion Counting
Julien Schroeter, Chelsea Myers-Colet, Douglas L Arnold +1
Lesion counts are important indicators of disease severity, patient prognosis, and treatment efficacy, yet counting as a task in medical imaging is often overlooked in favor of seg…