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Douglas L. Arnold

Montreal Neurological Institute and Hospital

455

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18238

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Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation.

2022 CoRR
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Segmentation-Consistent Probabilistic Lesion Counting.

2022 CoRR
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Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI.

2022 CoRR
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Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference.

2022 IEEE Trans. Medical Imaging
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Author Correction: Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data.

2021 Nature Communications
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Gray Matter Volume and Myelination Assessed by Magnetization Transfer Ratio Predict Disease Progression in Secondary Progressive Multiple Sclerosis: Exploratory Analyses from the EXPAND Study (2054)

2021 Neurology
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Imaging Features of Spinal Cord Inflammatory Lesions in Children: Comparison Between Anti-MOG Antibody Associated Disease, MS and Seronegative Monophasic Disease (1590)

2021 Neurology
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Characterisation of MS phenotypes across the age span using a novel data set integrating 34 clinical trials (NO.MS cohort): Age is a key contributor to presentation.

2021 Multiple Sclerosis Journal
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Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data.

2021 Nature Communications
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MRI Characteristics of Chronic MS Lesions by Phase Rim Detection and/or Slowly Expanding Properties (4101)

2021 Neurology
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