pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm

by Leon M. Aksman, Peter A. Wijeratne, Neil P. Oxtoby, Arman Eshaghi, Cameron Shand, Andre Altmann, Daniel C. Alexander, Alexandra L. Young
Published 2021-12-01

Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data

by Alexandra L. Young, Alexandra L. Young, Alexandra L. Young, Jacob W. Vogel, Jacob W. Vogel, Leon M. Aksman, Peter A. Wijeratne, Peter A. Wijeratne, Arman Eshaghi, Arman Eshaghi, Neil P. Oxtoby, Neil P. Oxtoby, Steven C. R. Williams, Daniel C. Alexander, Daniel C. Alexander, for the Alzheimer’s Disease Neuroimaging Initiative
Published 2021-08-01

Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

by Arman Eshaghi, Alexandra L. Young, Peter A. Wijeratne, Ferran Prados, Douglas L. Arnold, Sridar Narayanan, Charles R. G. Guttmann, Frederik Barkhof, Daniel C. Alexander, Alan J. Thompson, Declan Chard, Olga Ciccarelli
Published 2021-04-01

Author Correction: Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data

by Arman Eshaghi, Alexandra L. Young, Peter A. Wijeratne, Ferran Prados, Douglas L. Arnold, Sridar Narayanan, Charles R. G. Guttmann, Frederik Barkhof, Daniel C. Alexander, Alan J. Thompson, Declan Chard, Olga Ciccarelli
Published 2021-05-01

Classification algorithms with multi-modal data fusion could accurately distinguish neuromyelitis optica from multiple sclerosis

by Arman Eshaghi, Sadjad Riyahi-Alam, Roghayyeh Saeedi, Tina Roostaei, Arash Nazeri, Aida Aghsaei, Rozita Doosti, Habib Ganjgahi, Benedetta Bodini, Ali Shakourirad, Manijeh Pakravan, Hossein Ghana'ati, Kavous Firouznia, Mojtaba Zarei, Amir Reza Azimi, Mohammad Ali Sahraian
Published 2015-01-01

Differences in topological progression profile among neurodegenerative diseases from imaging data

by Sara Garbarino, Marco Lorenzi, Neil P Oxtoby, Elisabeth J Vinke, Razvan V Marinescu, Arman Eshaghi, M Arfan Ikram, Wiro J Niessen, Olga Ciccarelli, Frederik Barkhof, Jonathan M Schott, Meike W Vernooij, Daniel C Alexander, for the Alzheimer’s Disease Neuroimaging Initiative
Published 2019-12-01