Simon Keith Warfield, Ph.D.
This page shows the publications co-authored by Simon Warfield and Davood Karimi.
Deep learning-based parameter estimation in fetal diffusion-weighted MRI. Neuroimage. 2021 Nov; 243:118482.
Learning to estimate the fiber orientation distribution function from diffusion-weighted MRI. Neuroimage. 2021 10 01; 239:118316.
A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging. Med Image Anal. 2021 08; 72:102129.
Transfer learning in medical image segmentation: New insights from analysis of the dynamics of model parameters and learned representations. Artif Intell Med. 2021 06; 116:102078.
Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis. Med Image Anal. 2020 10; 65:101759.
LEARNING TO DETECT BRAIN LESIONS FROM NOISY ANNOTATIONS. Proc IEEE Int Symp Biomed Imaging. 2020 Apr; 2020:1910-1914.
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