Derek Beaton - RankMe

18 papers B 4C 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Predicting 1-year successful clinical use of an arteriovenous access for hemodialysis using machine learning. npj Digit. Medicine Ben Li, Naomi Eisenberg, Derek Beaton, Douglas S. Lee, Leen Al-Omran, Duminda N. Wijeysundera, Mohamad A. Hussain, Ori D. Rotstein, Elisa Greco, Charles de Mestral, Muhammad Mamdani, Graham Roche-Nagle, Mohammed Al-Omran
2025	J	`jnl`	Predicting outcomes following endovascular aortoiliac revascularization using machine learning. npj Digit. Medicine Ben Li, Badr Aljabri, Derek Beaton, Leen Al-Omran, Mohamad A. Hussain, Douglas S. Lee, Duminda N. Wijeysundera, Ori D. Rotstein, Charles de Mestral, Muhammad Mamdani, Mohammed Al-Omran
2022	J	`jnl`	Comparison of Diffusion Tensor Imaging Metrics in Normal-Appearing White Matter to Cerebrovascular Lesions and Correlation with Cerebrovascular Disease Risk Factors and Severity. Int. J. Biomed. Imaging Seyyed M. H. Haddad, Christopher J. M. Scott, Miracle Ozzoude, Courtney Berezuk, Melissa Holmes, Sabrina Adamo, Joel Ramirez, Stephen R. Arnott, Nuwan D. Nanayakkara, Malcolm A. Binns, Derek Beaton, Wendy Lou, Kelly Sunderland, Sujeevini Sujanthan, Jane Lawrence, Donna Kwan, Brian Tan, Leanne Casaubon, Jennifer Mandzia, Demetrios Sahlas, Gustavo Saposnik, Ayman Hassan, Brian Levine, Paul McLaughlin, J. B. Orange, Angela Roberts, Angela Troyer, Sandra E. Black, Dar Dowlatshahi, Stephen C. Strother, Richard H. Swartz, Sean Symons, Manuel Montero-Odasso, ONDRI Investigators, Robert Bartha
2021	J	`jnl`	Magnetic Resonance Imaging Sequence Identification Using a Metadata Learning Approach. Frontiers Neuroinformatics Shuai Liang, Derek Beaton, Stephen R. Arnott, Tom Gee, Mojdeh Zamyadi, Robert Bartha, Sean Symons, Glenda M. MacQueen, Stefanie Hassel, Jason P. Lerch, Evdokia Anagnostou, Raymond W. Lam, Benicio N. Frey, Roumen Milev, Daniel J. Müller, Sidney H. Kennedy, Christopher J. M. Scott, Stephen C. Strother
2020	J	`jnl`	Generalized eigen, singular value, and partial least squares decompositions: The GSVD package. CoRR Derek Beaton
2018	—	`ch.`	Canonical Correlation Analysis. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Hervé Abdi, Vincent Guillemot, Aida Eslami, Derek Beaton
2017	—	`—`	Implementing Appropriate Multivariate Methods for Higher Quality Results from Genetic Association Studies in Substance Abuse Populations. Derek Beaton
2014	J	`jnl`	An ExPosition of multivariate analysis with the singular value decomposition in R. Comput. Stat. Data Anal. Derek Beaton, Cherise R. Chin Fatt, Hervé Abdi
2011	J	`jnl`	TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization. Neurocomputing Derek Beaton, Iren Valova, Daniel MacLean
2010	J	`jnl`	CQoCO: A measure for comparative quality of coverage and organization for self-organizing maps. Neurocomputing Derek Beaton, Iren Valova, Daniel MacLean
2010	J	`jnl`	Fractal initialization for high-quality mapping with self-organizing maps. Neural Comput. Appl. Iren Valova, Derek Beaton, Alexandre Buer, Daniel MacLean
2010	J	`jnl`	NIPSOM: Parallel Architecture and Implementation of a Growing SOM. Comput. J. Iren Valova, Derek Beaton, Daniel MacLean, John Hammond
2009	B	`conf`	Growing mechanisms and cluster identification with TurSOM. IJCNN Derek Beaton, Iren Valova, Daniel MacLean
2009	B	`conf`	The Use of TurSOM for Color Image Segmentation. SMC Derek Beaton, Iren Valova, Daniel MacLean
2009	B	`conf`	TurSOM: A Turing inspired Self-Organizing Map. IJCNN Derek Beaton, Iren Valova, Daniel MacLean
2008	C	`conf`	Identification of Patterns via Region-Growing Parallel SOM Neural Network. ICMLA Iren Valova, Daniel MacLean, Derek Beaton
2007	B	`conf`	RADDACL: A Recursive Algorithm for Clustering and Density Discovery on Non-linearly Separable Data. IJCNN Derek Beaton, Iren Valova
2005	—	`conf`	Alzheimer's detection using neural network techniques and enhanced EEG measurements. Circuits, Signals, and Systems Derek Beaton, Iren Valova