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Word cloudA word cloud is a visual representation of the most frequently used words in a text or a set of texts. The words appear in different sizes, with the size of each word being proportional to its frequency of occurrence in the text. The more frequently a word is used, the larger it appears in the word cloud. This technique allows for a quick visualization of the most important themes and concepts in a text.
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Enamundram, M. V. N. K., Bédard, S., Valošek, J., Aigner, C. S., Bannier, E., Bednařík, J., Callot, V., Combes, A., Curt, A., David, G., Eippert, F., Farner, L., G. Fehlings, M., Freund, P., Granberg, T., Granziera, C., Horn, U., Horák, T., Humphreys, S., ... Cohen-Adad, J. (2026). Monitoring morphometric drift in lifelong learning segmentation of the spinal cord. Imaging Neuroscience, 40 pages. External link
Warszawer, Y., Molinier, N., Valošek, J., Shirbint, E., Benveniste, P.-L., Granberg, T., Ouellette, R., Tsagkas, C., Callot, V., Mohamed, F. B., Bednařík, J., O'Grady, K. P., Achiron, A., & Cohen-Adad, J. (2025). TotalSpineSeg: Robust Spine Segmentation and Labeling Across Multiple MRI Contrasts. Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition. Presented at ISMRM & ISMRT Annual Meeting (ISMRM-ISMRT 2025), Honolulu, Hawaii, USA. External link
Benveniste, P.-L., Letourneau-Guillon, L., Chougar, L., Araujo, D., Lee, L. E., Prat, A., Vavasour, Z., Tam, R., Traboulsee, A., Kolind, S., Oh, J., Chen, M., Tsagkas, C., Granziera, C., Laines Medina, N. J., Muhlau, M., Kirschke, J., McGinnis, J., Reich, D., ... Cohen-Adad, J. (2025). Investigations on the mitigation of 'noisy labels' for the automatic segmentation of MS lesions in the spinal cord. Multiple Sclerosis Journal, 31(3, S), 601-603. Presented at Congress of the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS 2025), Barcelona, Spain. External link
Ouellette, R., Park, D., Chamyani, N., Ganeshan, A. R., Brossard, M., Skattebol, L., Bedard, S., Cohen-Adad, J., Hogestol, E., Piehl, F., & Granberg, T. (2025). Large-Scale Validation of Structural Imaging Biomarkers to Forecast Physical and Cognitive Outcomes in Multiple Sclerosis and Enable Personalized Monitoring Strategies. Multiple Sclerosis Journal, 31(3, S), 280. Presented at Congress of the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS 2025), Barcelona, Spain. External link
Barletta, V., Herranz, E., Treaba, C. A., Mehndiratta, A., Ouellette, R., Mangeat, G., Granberg, T., Sloane, J. A., Klawiter, E., Cohen-Adad, J., & Mainero, C. (2021). Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis. Frontiers in Neurology, 12, 714820 (10 pages). External link
Ouellette, R., Mangeat, G., Polyak, I., Warntjes, M., Forslin, Y., Bergendal, Å., Plattén, M., Uppman, M., Treaba, C. A., Cohen-Adad, J., Piehl, F., Kristoffersen Wiberg, M., Fredrikson, S., Mainero, C., & Granberg, T. (2020). Validation of rapid magnetic resonance myelin imaging in multiple sclerosis. Movement Disorders, 87(5), 710-724. Available
Ouellette, R., Treaba, C. A., Granberg, T., Herranz, E., Barletta, V., Mehndiratta, A., De Leener, B., Tauhid, S., Yousuf, F., Dupont, S. M., Klawiter, E. C., Sloane, J. A., Bakshi, R., Cohen-Adad, J., & Mainero, C. (2020). 7 T imaging reveals a gradient in spinal cord lesion distribution in multiple sclerosis. Brain, 143(10), 2973-2987. External link
Mangeat, G., Ouellette, R., Wabartha, M., De Leener, B., Plattén, M., Karrenbauer, V. D., Warntjes, M., Stikov, N., Mainero, C., Cohen-Adad, J., & Granberg, T. (2020). Machine Learning and Multiparametric Brain MRI to Differentiate Hereditary Diffuse Leukodystrophy with Spheroids from Multiple Sclerosis. Journal of Neuroimaging, 30(5), 674-682. External link
Kerbrat, A., Gros, C., Badji, A., Bannier, É., Galassi, F., Combès, B., Chouteau, R., Labauge, P., Ayrignac, X., Carra-Dalliere, C., Maranzano, J., Granberg, T., Ouellette, R., Stawiarz, L., Hillert, J., Talbott, J., Tachibana, Y., Hori, M., Kamiya, K., ... Cohen-Adad, J. (2020). Multiple sclerosis lesions in motor tracts from brain to cervical cord: spatial distribution and correlation with disability. Brain, 143(7), 2089-2105. External link
Herranz, E., Louapre, C., Treaba, C. A., Govindarajan, S. T., Ouellette, R., Mangeat, G., Loggia, M. L., Cohen-Adad, J., Klawiter, E. C., Sloane, J. A., & Mainero, C. (2020). Profiles of cortical inflammation in multiple sclerosis by ¹¹C-PBR28 MR-PET and 7 Tesla imaging. Multiple Sclerosis Journal, 26(12), 1497-1509. External link
Gros, C., De Leener, B., Badji, A., Maranzano, J., Eden, D., Dupont, S. M., Talbott, J., Zhuoquiong, R., Liu, Y., Granberg, T., Ouellette, R., Tachibana, Y., Hori, M., Kamiya, K., Chougar, L., Stawiarz, L., Hillert, J., Bannier, É., Kerbrat, A., ... Cohen-Adad, J. (2019). Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. NeuroImage, 184, 901-915. External link
Eden, D., Gros, C., Badji, A., Dupont, S. M., De Leener, B., Maranzano, J., Zhuoquiong, R., Liu, Y., Granberg, T., Ouellette, R., Stawiarz, L., Hillert, J., Talbott, J., Bannier, É., Kerbrat, A., Edan, G., Labauge, P., Callot, V., Pelletier, J., ... Cohen-Adad, J. (2019). Spatial distribution of multiple sclerosis lesions in the cervical spinal cord. Brain, 142(3), 633-646. External link
Mangeat, G., Badji, A., Ouellette, R., Treaba, C. A., Herranz, E., Granberg, T., Louapre, C., Stikov, N., Sloane, J. A., Bellec, P., Mainero, C., & Cohen-Adad, J. (2018). Changes in structural network are associated with cortical demyelination in early multiple sclerosis. Human Brain Mapping, 39(5), 2133-2146. External link
Ouellette, R., Granberg, T., Treaba, C. A., Herranz, E., De Leener, B., Sloane, J. A., Tauhid, S., Yousuf, F., Dupont, S. M., Klawiter, E. C., Bakshi, R., Cohen-Adad, J., & Mainero, C. (2017). In vivo characterization of grey and white matter spinal cord pathology in multiple sclerosis using ultra high field MRI (P4.365). Neurology, 88(16_supplem). External link
Granberg, T., Fan, Q., Treaba, C. A., Ouellette, R., Herranz, E., Mangeat, G., Louapre, C., Cohen-Adad, J., Klawiter, E. C., Sloane, J. A., & Mainero, C. (2017). In vivo characterization of cortical and white matter neuroaxonal pathology in early multiple sclerosis. Brain, 140(11), 2912-2926. External link
Herranz, E., Giannì, C., Louapre, C., Treaba, C. A., Govindarajan, S. T., Ouellette, R., Loggia, M., Sloane, J., Madigan, N., Izquierdo-Garcia, D., Ward, N., Mangeat, G., Granberg, T., Klawiter, E., Catana, C., Hooker, J., Taylor, N., Ionete, C., Kinkel, R., & Mainero, C. (2017). Neuroinflammatory component of gray matter pathology in multiple sclerosis: a combined 7T and 11C-PBR28 MR-PET imaging study (P4. 371). Neurology, 88(16 Supplem). External link
Herranz, E., Giannì, C., Louapre, C., Treaba, C. A., Govindarajan, S. T., Ouellette, R., Loggia, M. L., Sloane, J. A., Madigan, N., Izquierdo-Garcia, D., Ward, N., Mangeat, G., Granberg, T., Klawiter, E. C., Catana, C., Hooker, J. M., Taylor, N., Ionete, C., Kinkel, R. P., & Mainero, C. (2016). The neuroinflammatory component of gray matter pathology in multiple sclerosis. Annals of Neurology, 80(5), 776-790. External link
Kerbrat, A., Gros, C., Badji, A., Bannier, É., Galassi, F., Combes, B., Labauge, P., Ayrignac, X., Dallière, C. C., Pinna, F., De Leener, B., Eden, D., Maranzano, J., Zhuoquiong, R., Granbert, T., Stawiarz, L., Hillert, J., Ouellette, R., Talbott, J. F., ... Cohen-Adad, J. (2019, May). Spatial distribution of multiple sclerosis lesions along the brain and spinal motor tracts and correlation with functional deficits [Paper]. ISMRM 27th Annual Meeting & Exhibition, Montréal, QC, Canada. External link
Badji, A., Mangeat, G., Ouellette, R., Treaba, C. A., Granberg, T., Herranz, E., Louapre, C., Stikov, N., Sloane, J., Bellec, P., Mainero, C., & Cohen-Adad, J. (2017, April). Changes in structural network connectivity in early-stage multiple sclerosis are associated with cortical demyelination [Paper]. ISMRM 25th annual meeting & Exhibition, Honolulu, Hawai. External link
Granberg, T., Fan, Q., Andrada Treaba, C., Ouellette, R., Herranz, E., Mangeat, G., Louapre, C., Cohen-Adad, J., Klawiter, E., Sloane, J., & Mainero, C. (2017, April). In vivo characterization of cortical and white matter neuroaxonal pathology in early multiple sclerosis (S2.005) [Paper]. 69th AAN Annual Meeting, Boston. Unavailable
Mangeat, G., Ouellette, R., Warntjes, M., Plattén, M., Engström Nordin, L., Stikov, N., Granberg, T., & Cohen-Adad, J. (2018, June). Accuracy and precision of synthetic MRI [Poster]. Joint annual meeting ISMRM - ESMRMB, Paris, France. External link
Mangeat, G., Ouellette, R., Wabartha, M., Karrenbauer, V. D., Stikov, N., Warntjes, M., Mainero, C., Cohen-Adad, J., & Granberg, T. (2018, June). Machine learning and rapid multi-parametric relaxometry can differentiate demyelinating disorders with high accuracy [Poster]. Joint annual meeting ISMRM - ESMRMB, Paris, France. External link
Eden, D., Gros, C., Badji, A., Dupont, S., Maranzano, J., Zhuoquiong, R., Liu, Y., Talbott, J., Bannier, É., Kerbrat, A., Edan, G., Labauge, P., Callot, V., Pelletier, J., Audoin, B., Rasoanandrianina, H., Valsasina, P., Filippi, M., Bakshi, R., ... Cohen-Adad, J. (2018, June). Spatial distribution of multiple sclerosis in the cervical cord [Poster]. Joint annual meeting ISMRM - ESMRMB, Paris, France. External link
Mangeat, G., Ouellette, R., Treaba, C. A., Granberg, T., Louapre, C., Stikov, N., Sloane, J. A., Klawiter, E., Mainero, C., & Cohen-Adad, J. (2016, May). Association between cortical demyelination and structural connectomics in early multiple sclerosis [Presentation]. In ISMR 24th annual Meeting and Exhibition, Singapore. External link
