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Azad, R., Rouhier, L., & Cohen-Adad, J. (septembre 2021). Stacked Hourglass Network with a Multi-level Attention Mechanism: Where to Look for Intervertebral Disc Labeling [Communication écrite]. 12th International Workshop on Machine Learning in Medical Imaging (MLMI 2021). Lien externe
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). Lien externe
Bautin, P., & Cohen-Adad, J. (2021). Minimum detectable spinal cord atrophy with automatic segmentation: Investigations using an open-access dataset of healthy participants. Neuroimage-Clinical, 32, 102849 (10 pages). Lien externe
Boshkovski, T., Cohen-Adad, J., Misic, B., Arnulf, I., Corvol, J.-C., Vidailhet, M., Lehéricy, S., Stikov, N., & Mancini, M. (2021). The Myelin-Weighted Connectome in Parkinson's Disease. Movement Disorders, 37(4), 724-733. Lien externe
Boshkovski, T., Kocarev, L., Cohen-Adad, J., Mišić, B., Lehéricy, S., Stikov, N., & Mancini, M. (2021). The R1-weighted connectome: complementing brain networks with a myelin-sensitive measure. Network Neuroscience, 5(2), 358-372. Lien externe
Boudreau, M., Poline, J.-B., Bellec, P., & Stikov, N. (2021). On the open-source landscape of PLOS Computational Biology. PLOS Computational Biology, 17(2), 3 pages. Disponible
Carandini, T., Mancini, M., Bogdan, I., Rae, C. L., Barritt, A. W., Clerico, M., Sethi, A., Harrison, N., Rashid, W., Scarpini, E., Galimberti, D., Bozzali, M., & Cercignani, M. (2021). In vivo evidence of functional disconnection between brainstem monoaminergic nuclei and brain networks in multiple sclerosis. Multiple Sclerosis and Related Disorders, 56, 103224 (8 pages). Lien externe
Carandini, T., Mancini, M., Bogdan, I., Rae, C. L., Barritt, A. W., Sethi, A., Harrison, N., Rashid, W., Scarpini, E., Galimberti, D., Bozzali, M., & Cercignani, M. (2021). Disruption of brainstem monoaminergic fibre tracts in multiple sclerosis as a putative mechanism for cognitive fatigue: a fixel-based analysis. Neuroimage-Clinical, 30, 102587 (13 pages). Lien externe
Casamitjana, A., Mancini, M., & Iglesias, J. E. (septembre 2021). Synth-by-Reg (SbR): Contrastive Learning for Synthesis-Based Registration of Paired Images [Communication écrite]. 6th International Workshop on Simulation and Synthesis in Medical Imaging (SASHIMI 2021). Lien externe
Cohen-Adad, J. (2021). Quantitative magnetic resonance imaging of spinal cord microstructure in adults with cerebral palsy. Developmental Medicine & Child Neurology, 63(8), 896-896. Lien externe
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Büchel, C., Budde, M., Callot, V., Combes, A. J. E., De Leener, B., Descoteaux, M., de Sousa, P. L., Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Author Correction: Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers (vol 8, 219, 2021). Scientific Data, 8(1), 242 (1 page). Disponible
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Büchel, C., Budde, M., Callot, V., Combes, A. J. E., De Leener, B., Descoteaux, M., de Sousa, P. L., Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Generic acquisition protocol for quantitative MRI of the spinal cord. Nature Protocols, 16(10), 4611-4632. Disponible
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R. L., Barth, M., Battiston, M., Büchel, C., Budde, M., Callot, V., Combes, A. J. E., De Leener, B., Descoteaux, M., de Sousa, P. L., Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers. Scientific Data, 8(1), 219 (17 pages). Disponible
Cohen-Adad, J., Alonso Ortiz, E., Abramovic, M., Arneitz, C., Atcheson, N., Barlow, L., Barry, R., Barth, M., Battiston, M., Büchel, C., Budde, M. D., Callot, V., Combes, A. J.E., De Leener, B., Descoteaux, M., Sousa, P. L. , Dostál, M., Doyon, J., Dvorak, A., ... Xu, J. (2021). Author Correction: Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers. Scientific Data, 8(1), 251 (2 pages). Disponible
de la Colina, A. N., Badji, A., Robitaille-Grou, M.-C., Gagnon, C., Boshkovski, T., Lamarre-Cliche, M., Joubert, S., Gauthier, C. J., Bherer, L., Cohen-Adad, J., & Girouard, H. (2021). Associations Between Relative Morning Blood Pressure, Cerebral Blood Flow, and Memory in Older Adults Treated and Controlled for Hypertension. Hypertension, 77(5), 1703-1713. Lien externe
Gros, C., Lemay, A., & Cohen-Adad, J. (2021). SoftSeg: Advantages of soft versus binary training for image segmentation. Medical Image Analysis, 71, 12 pages. Lien externe
Gros, C., Lemay, A., Vincent, O., Rouhier, L., Bourget, M.-H., Bucquet, A., Cohen, P., & Cohen-Adad, J. (2021). Ivadomed : a medical imaging deep learning toolbox. Journal of Open Source Software, 6(58), 5 pages. Lien externe
Lemay, A., Gros, C., Vincent, O., Liu, Y., Cohen, J. P., & Cohen-Adad, J. (juillet 2021). Benefits of Linear Conditioning with Metadata for Image Segmentation [Présentation]. Dans 4th Conference on Medical Imaging with Deep Learning (MIDL 2021). Publié dans Proceedings of Machine Learning Research, 143. Lien externe
Lemay, A., Gros, C., Zhuo, Z., Zhang, J., Duan, Y., Cohen-Adad, J., & Liu, Y. (2021). Automatic multiclass intramedullary spinal cord tumor segmentation on MRI with deep learning. NeuroImage - Clinical, 31, 9 pages. Disponible
Lousada, E., Boudreau, M., Cohen-Adad, J., Oumesmar, B. N., Burguiere, E., & Schreiweis, C. (2021). Reduced Axon Calibre in the Associative Striatum of the Sapap3 Knockout Mouse. Brain Sciences, 11(10), 1353 (16 pages). Lien externe
Maier, O., Baete, S. H., Fyrdahl, A., Hammernik, K., Harrevelt, S., Kasper, L., Karakuzu, A., Loecher, M., Patzig, F., Tian, Y., Wang, K., Gallichan, D., Uecker, M., & Knoll, F. (2021). CG-SENSE revisited: Results from the first ISMRM reproducibility challenge. Magnetic Resonance in Medicine, 85(4), 1821-1839. Lien externe
Mancini, M., Tian, Q., Fan, Q., Cercignani, M., & Huang, S. Y. (2021). Dissecting whole-brain conduction delays through MRI microstructural measures. Brain Structure and Function, 226(8), 2651-2663. Disponible
Ost, K., Jacobs, W. B., Evaniew, N., Cohen-Adad, J., Anderson, D., & Cadotte, D. W. (2021). Spinal cord morphology in degenerative cervical myelopathy patients ; assessing key morphological characteristics using Mmchine vision tools. Journal of Clinical Medicine, 10(4), 18 pages. Disponible
Shahrampour, S., De Leener, B., Alizadeh, M., Middleton, D., Krisa, L., Flanders, A.E., Faro, S.H., Cohen-Adad, J., & Mohamed, F.B. (2021). Atlas-based quantification of DTI measures in a typically developing pediatric spinal cord. American Journal of Neuroradiology, 42(9), 1727-1734. Disponible
Tinnermann, A., Büchel, C., & Cohen-Adad, J. (2021). Cortico-spinal imaging to study pain. NeuroImage, 224, 17 pages. Disponible
Vallotton, K., David, G., Hupp, M., Pfender, N., Cohen-Adad, J., Fehlings, M. G., Samson, R. S., Wheeler-Kingshott, C. A. M. G., Curt, A., Freund, P., & Seif, M. (2021). Tracking White and Gray Matter Degeneration along the Spinal Cord Axis in Degenerative Cervical Myelopathy. Journal of Neurotrauma, 38(21), 2978-2987. Lien externe
Valošek, J., Labounek, R., Horák, T., Horáková, M., Bednařík, P., Keřkovský, M., Kočica, J., Rohan, T., Lenglet, C., Cohen-Adad, J., Hluštík, P., Vlčková, E., Kadaňka, Z., Bednařík, J., & Svatkova, A. (2021). Diffusion magnetic resonance imaging reveals tract‐specific microstructural correlates of electrophysiological impairments in non‐myelopathic and myelopathic spinal cord compression. European Journal of Neurology, 28(11), 3784-3797. Disponible
Wong, A. L., Hricz, N., Malapati, H., von Guionneau, N., Wong, M., Harris, T., Boudreau, M., Cohen-Adad, J., & Tuffaha, S. (2021). A simple and robust method for automating analysis of naïve and regenerating peripheral nerves. PLOS One, 16(7), 14 pages. Disponible
