activity
20182022
most citedExploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation

3 citations · 6 across the 4 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

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…

eess.IV2022★ 2 cited

Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI

Joshua Durso-Finley, Jean-Pierre R. Falet, Brennan Nichyporuk +2

Precision medicine for chronic diseases such as multiple sclerosis (MS) involves choosing a treatment which best balances efficacy and side effects/preferences for individual patie…