Exploration of machine learning techniques in predicting multiple sclerosis disease course von Zhao, Yijun, Healy, Brian C, Rotstein, Dalia, Guttmann, Charles R G, Bakshi, Rohit, Weiner, Howard L, Brodley, Carla E, Chitnis, Tanuja

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Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data von Eshaghi, Arman, Young, Alexandra L., Wijeratne, Peter A., Prados, Ferran, Arnold, Douglas L., Narayanan, Sridar, Guttmann, Charles R. G., Barkhof, Frederik, Alexander, Daniel C., Thompson, Alan J., Chard, Declan, Ciccarelli, Olga

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Disconnection mechanism and regional cortical atrophy contribute to impaired processing of facial expressions and theory of mind in multiple sclerosis: a structural MRI study von Mike, Andrea, Strammer, Erzsebet, Aradi, Mihaly, Orsi, Gergely, Perlaki, Gabor, Hajnal, Andras, Sandor, Janos, Banati, Miklos, Illes, Eniko, Zaitsev, Alexander, Herold, Robert, Guttmann, Charles R G, Illes, Zsolt

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Thalamic atrophy and cognition in multiple sclerosis von HOUTCHENS, M. K, BENEDICT, R. H. B, KILLIANY, R, SHARMA, J, JAISANI, Z, SINGH, B, WEINSTOCK-GUTTMAN, B, GUTTMANN, C. R. G, BAKSHI, R

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Stroke Location Is an Independent Predictor of Cognitive Outcome von Munsch, Fanny, Sagnier, Sharmila, Asselineau, Julien, Bigourdan, Antoine, Guttmann, Charles R, Debruxelles, Sabrina, Poli, Mathilde, Renou, Pauline, Perez, Paul, Dousset, Vincent, Sibon, Igor, Tourdias, Thomas

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Cardiovascular risk factors and small vessel disease of the brain: Blood pressure, white matter lesions, and functional decline in older persons von Abraham, Hazel Mae A, Wolfson, Leslie, Moscufo, Nicola, Guttmann, Charles R G, Kaplan, Richard F, White, William B

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Average Daily Blood Pressure, Not Office Blood Pressure, Is Associated With Progression of Cerebrovascular Disease and Cognitive Decline in Older People von WHITE, William B, WOLFSON, Leslie, WAKEFIELD, Dorothy B, HALL, Charles B, CAMPBELL, Patrick, MOSCUFO, Nicola, SCHMIDT, Julia, KAPLAN, Richard F, PEARLSON, Godfrey, GUTTMANN, Charles R. G

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Perivascular Unit: This Must Be the Place. The Anatomical Crossroad Between the Immune, Vascular and Nervous System von Troili, Fernanda, Cipollini, Virginia, Moci, Marco, Morena, Emanuele, Palotai, Miklos, Rinaldi, Virginia, Romano, Carmela, Ristori, Giovanni, Giubilei, Franco, Salvetti, Marco, Orzi, Francesco, Guttmann, Charles R G, Cavallari, Michele

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Facing privacy in neuroimaging: removing facial features degrades performance of image analysis methods von de Sitter, A., Visser, M., Brouwer, I., Cover, K. S., van Schijndel, R. A., Eijgelaar, R. S., Müller, D. M. J., Ropele, S., Kappos, L., Rovira, Á., Filippi, M., Enzinger, C., Frederiksen, J., Ciccarelli, O., Guttmann, C. R. G., Wattjes, M. P., Witte, M. G., de Witt Hamer, P. C., Barkhof, F., Vrenken, H.

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Spatial Distribution of White-Matter Hyperintensities in Alzheimer Disease, Cerebral Amyloid Angiopathy, and Healthy Aging von HOLLAND, Christopher M, SMITH, Eric E, CSAPO, Istvan, EDIP GUROL, Mahmut, BRYLKA, Douglas A, KILLIANY, Ronald J, BLACKER, Deborah, ALBERT, Marilyn S, GUTTMANN, Charles R. G, GREENBERG, Steven M

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Brain anatomical correlates of fatigue in multiple sclerosis von Palotai, Miklos, Guttmann, Charles RG

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Cognitive profile and brain morphological changes in obstructive sleep apnea von Torelli, Federico, Moscufo, Nicola, Garreffa, Girolamo, Placidi, Fabio, Romigi, Andrea, Zannino, Silvana, Bozzali, Marco, Fasano, Fabrizio, Giulietti, Giovanni, Djonlagic, Ina, Malhotra, Atul, Marciani, Maria Grazia, Guttmann, Charles R.G.

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Multiple sclerosis lesions that impair memory map to a connected memory circuit von Kletenik, Isaiah, Cohen, Alexander L., Glanz, Bonnie I., Ferguson, Michael A., Tauhid, Shahamat, Li, Jing, Drew, William, Polgar-Turcsanyi, Mariann, Palotai, Miklos, Siddiqi, Shan H., Marshall, Gad A., Chitnis, Tanuja, Guttmann, Charles R. G., Bakshi, Rohit, Fox, Michael D.

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MRI in multiple sclerosis: current status and future prospects von Bakshi, Rohit, MD, Thompson, Alan J, MD, Rocca, Maria A, MD, Pelletier, Daniel, MD, Dousset, Vincent, MD, Barkhof, Frederik, MD, Inglese, Matilde, MD, Guttmann, Charles RG, MD, Horsfield, Mark A, PhD, Filippi, Massimo, MD

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Longitudinal microstructural changes of cerebral white matter and their association with mobility performance in older persons von Moscufo, Nicola, Wakefield, Dorothy B, Meier, Dominik S, Cavallari, Michele, Guttmann, Charles R G, White, William B, Wolfson, Leslie

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A Sensitive and Automatic White Matter Fiber Tracts Model for Longitudinal Analysis of Diffusion Tensor Images in Multiple Sclerosis von Stamile, Claudio, Kocevar, Gabriel, Cotton, François, Durand-Dubief, Françoise, Hannoun, Salem, Frindel, Carole, Guttmann, Charles R G, Rousseau, David, Sappey-Marinier, Dominique

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Diffusion Tensor―MRI Evidence for Extra-Axonal Neuronal Degeneration in Caudate and Thalamic Nuclei of Patients with Multiple Sclerosis von HANNOUN, S, DURAND-DUBIEF, F, CONFAVREUX, C, IBARROLA, D, STREICHENBERGER, N, COTTON, F, GUTTMANN, C. R. G, SAPPEY-MARINIER, D

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Neurovascular coupling is impaired in slow walkers: The MOBILIZE Boston Study von Sorond, Farzaneh A., Kiely, Dan K., Galica, Andrew, Moscufo, Nicola, Serrador, Jorge M., Iloputaife, Ike, Egorova, Svetlana, Dell'Oglio, Elisa, Meier, Dominik S., Newton, Elizabeth, Milberg, William P., Guttmann, Charles R. G., Lipsitz, Lewis A.

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Diagnostic performance of computed tomography features in detecting oropharyngeal squamous cell carcinoma extranodal extension von Tran, Ngoc-Anh, Palotai, Miklos, Hanna, Glenn J., Schoenfeld, Jonathan D., Bay, Camden P., Rettig, Eleni M., Bunch, Paul M., Juliano, Amy F., Kelly, Hillary R., Suh, Chong Hyun, Zander, David A., Morales Pinzon, Alfredo, Kann, Benjamin H., Huang, Raymond Y., Haddad, Robert I., Guttmann, Charles R. G., Guenette, Jeffrey P.

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Fronto‐striatal damage may contribute to resistance to fatigue‐lowering medications in multiple sclerosis von Palotai, Miklos, Pintye, Diana, Glanz, Bonnie, Chitnis, Tanuja, Guttmann, Charles R.G.

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