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AskariHemmat, M.H., Honari, S., Rouhier, L., Perone, C. S., Cohen-Adad, J., Savaria, Y., & David, J. P. (2019, October). U-net fixed-point quantization for medical image segmentation [Paper]. 1st International Workshop on Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention (HAL-MICCAI 2019), Shenzhen, China. External link
Badji, A., de la Colina, A. N., Karakuzu, A., Duval, T., Desjardins-Crepeau, L., Joubert, S., Bherer, L., Lamarre-Cliche, M., Stikov, N., Girouard, H., & Cohen-Adad, J. (2019). Arterial stiffness and white matter integrity in the elderly: a diffusion tensor and magnetization transfer imaging study. NeuroImage, 186, 577-585. External link
Badji, A., de la Colina, A. N., Sabra, D., Karakuzu, A., Bherer, L., Lamarre-Cliche, M., Stikov, N., Gauthier, C., Cohen-Adad, J., & Girouard, H. (2019, July). Arterial stiffness, cerebral blood flow and white matter integrity in the elderly: an arterial spin labelling and Neurite orientation dispersion and density study [Abstract]. 29th International Symposium on Cerebral Blood Flow, Metabolism and Function / 14th International Conference on Quantification of Brain Function with PET (BRAIN 2019 and BRAIN Pet 2019), Yokohama, JAPAN. Published in Journal of Cerebral Blood Flow and Metabolism, 39(1_suppl). External link
Badji, A., de la Colina, A. N., Sabra, D., Karakuzu, A., Bherer, L., Lamarre-Cliche, M., Stikov, N., Gauthier, C., Cohen-Adad, J., & Girouard, H. (2019, July). The relationship between cognitive function, cortical blood flow and sub-cortical white-matter health in the elderly [Abstract]. 29th International Symposium on Cerebral Blood Flow, Metabolism and Function / 14th International Conference on Quantification of Brain Function with PET (BRAIN 2019 and BRAIN Pet 2019), Yokohama, JAPAN. Published in Journal of Cerebral Blood Flow and Metabolism, 39(1_suppl). External link
Badji, A., Sabra, D., Bherer, L., Cohen-Adad, J., Girouard, H., & Gauthier, C. J. (2019). Arterial stiffness and brain integrity: A review of MRI findings. Ageing Research Reviews, 53, Unsp 10090 (11 pages). External link
Boshkovski, T., Badji, A., Janic, P., Kocarev, L., Cohen-Adad, J., Giorgio, A., De Stefano, N., Misic, B., & Stikov, N. (2019, May). The myelin-weighted connectome : a new look at multiple sclerosis [Paper]. ISMRM 27th Annual Meeting & Exhibition, Montréal, Qc. External link
David, G., Mohammadi, S., Martin, A. R., Cohen-Adad, J., Weiskopf, N., Thompson, A., & Freund, P. (2019). Traumatic and nontraumatic spinal cord injury: pathological insights from neuroimaging. Nature Reviews Neurology, 15(12), 718-731. External link
de la Colina, A. N., Badji, A., Joubert, S., Bherer, L., Lamarre-Cliche, M., Gauthier, C., Cohen-Adad, J., & Girouard, H. (2019). Augmentation index is a predictor of cerebral blood flow across global gray matter in the elderly. Innovation in Aging, 3(S1), 1 page. Available
de la Colina, A. N., Badji, A., Sabra, D., Karakuzu, A., Joubert, S., Bherer, L., Lamarre-Cliche, M., Gauthier, C., Cohen-Adad, J., & Girouard, H. (2019, July). Augmentation index is a predictor of cerebral blood flow across global grey matter in the elderly [Abstract]. 29th International Symposium on Cerebral Blood Flow, Metabolism and Function / 14th International Conference on Quantification of Brain Function with PET (BRAIN 2019 and BRAIN Pet 2019), Yokohama, JAPAN. Published in Journal of Cerebral Blood Flow and Metabolism, 39(1_suppl). External link
DiNuzzo, M., Cohen-Adad, J., Mangini, F., Maugeri, L., Moraschi, M., Mascali, D., Giove, F., & Fratini, M. (2019, May). Towards a standard pipeline for the analysis of human spinal cord fMRI data series [Paper]. ISMRM 27th Annual Meeting & Exhibition, Montréal, Qc. External link
Duval, T., Saliani, A., Nami, H., Nanci, A., Stikov, N., Leblond, H., & Cohen-Adad, J. (2019). Axons morphometry in the human spinal cord. NeuroImage, 185, 119-128. 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
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
Karbasforoushan, H., Cohen-Adad, J., & Dewald, J. P. A. (2019). Brainstem and spinal cord MRI identifies altered sensorimotor pathways post-stroke. Nature Communications, 10(1), 3524 (7 pages). Available
Kerbrat, A., Gros, C., Badji, A., Bannier, E., Combes, B., Galassi, F., Labauge, P., Ayrignac, X., Dalliere, C. C., Pinna, F., De Leener, B., Eden, D., Maranzano, J., Zhuoquiong, R., Granberg, T., Stawiarz, L., Hillert, J., Ouellette, R., Talbott, J., ... Cohen-Adad, J. (2019, September). Multiple sclerosis lesions in motor tracts from the brain to the cervical cord: spatial distribution and correlation with functional deficits [Abstract]. 35th Congress of the European-Committee-for-Treatment-and-Research-in-Multiple-Sclerosis (ECTRIMS 2019) and 24th Annual Conference of Rehabilitation in MS, Stockholm, Sweden. Published in Multiple Sclerosis Journal, 25(2_suppl). External link
McCoy, D. B., Dupont, S. M., Gros, C., Cohen-Adad, J., Huie, R. J., Ferguson, A., Duong-Fernandez, X., Thomas, L. H., Singh, V., Narvid, J., Pascual, L., Kyritsis, N., Beattie, M. S., Bresnahan, J. C., Dhall, S., Whetstone, W., Talbott, J. F., & Investigators, T.-S. (2019). Convolutional Neural Network-Based Automated Segmentation of the Spinal Cord and Contusion Injury: Deep Learning Biomarker Correlates of Motor Impairment in Acute Spinal Cord Injury. American Journal of Neuroradiology, 40(4), 737-744. External link
Noriega de la Colina, A., Wu, R., Desjardins-Crépeau, L., Badji, A., Lamarre-Cliche, M., Doyon, J., Bherer, L., & Girouard, H. (2019). Diurnal blood pressure loads are associated with lower cognitive performances in controlled-hypertensive elderly individuals. Journal of Hypertension, 37(11), 2168-2179. External link
Ouellette, R., Treaba, C. A., Granberg, T., Herranz, E., Barletta, V., Mehndiratta, A., De Leener, B., Tauhid, S., Yousuf, F., Dupont, S., Klawiter, E. C., Sloane, J. A., Bakshi, R., Cohen-Adad, J., & Mainero, C. (2019, September). Characterization of outer and inner spinal cord pathology in multiple sclerosis by 7 Tesla imaging [Abstract]. 35th Congress of the European-Committee-for-Treatment-and-Research-in-Multiple-Sclerosis (ECTRIMS) and 24th Annual Conference of Rehabilitation in MS, Stockholm, Sweden. Published in Multiple Sclerosis Journal, 25(2_suppl). External link
Paugam, F., Lefeuvre, J., Perone, C. S., Gros, C., Reich, D. S., Sati, P., & Cohen-Adad, J. (2019). Open-source pipeline for multi-class segmentation of the spinal cord with deep learning. Magnetic Resonance Imaging, 64, 21-27. External link
Perone, C. S., Ballester, P., Barros, R. C., & Cohen-Adad, J. (2019). Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. NeuroImage, 194, 1-11. External link
Querin, G., Bede, P., El Mendili, M.-M., Li, M., Pélégrini-Issac, M., Rinaldi, D., Catala, M., Saracino, D., Salachas, F., Camuzat, A., Marchand-Pauvert, V., Cohen-Adad, J., Colliot, O., Le Ber, I., & Pradat, P.-F. (2019). Presymptomatic Spinal Cord Pathology In c9orf72 Mutation Carriers: A Longitudinal Neuroimaging Study. Annals of Neurology, 86(2), 158-167. External link
Querin, G., El Mendili, M.-M., Lenglet, T., Behin, A., Stojkovic, T., Salachas, F., Devos, D., Le Forestier, N., Del Mar Amador, M., Debs, R., Lacomblez, L., Meininger, V., Bruneteau, G., Cohen-Adad, J., Lehéricy, S., Laforet, P., Blancho, S., Benali, H., Catala, M., ... Pradat, P.-F. (2019). The spinal and cerebral profile of adult spinal-muscular atrophy: A multimodal imaging study. NeuroImage: Clinical, 21, 101618. Available
Rouhier, L., Parizet, M., Ali Akbar, M., Weber, M., Fehlings, M., & Cohen-Adad, J. (2019, May). Deep learning for prognosis in degenerative cervical myelopathy [Paper]. ISMRM 27th Annual Meeting & Exhibition, Montréal, QC, Canada. External link
Saliani, A., Zaimi, A., Nami, H., Duval, T., Stikov, N., & Cohen-Adad, J. (2019). Construction of a rat spinal cord atlas of axon morphometry. NeuroImage, 202, UNSP 11615 (14 pages). External link
Seif, M., Wheeler-Kingshott, C. A. M. G., Cohen-Adad, J., Flanders, A. E., & Freund, P. (2019). Guidelines for the conduct of clinical trials in spinal cord injury: Neuroimaging biomarkers. Spinal Cord, 57(9), 717-728. Available
Snoussi, H., Caruyer, E., Cohen-Adad, J., Commowick, O., Combès, B., Bannier, É., Kerbrat, A., & Barillot, C. (2018, April). Geometric evaluation of distortion correction methods in diffusion MRI of the spinal cord [Paper]. IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy. External link
Stikov, N., Trzasko, J. D., & Bernstein, M. A. (2019). Reproducibility and the future of MRI research. Magnetic Resonance in Medicine, 82(6), 1981-1983. External link