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of 202
pro vyhledávání: '"Janke Andrew"'
Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling
Autor:
Nguyen, Hien D., Ullmann, Jeremy F. P., McLachlan, Geoffrey J., Voleti, Venkatakaushik, Li, Wenze, Hillman, Elizabeth M. C., Reutens, David C., Janke, Andrew L.
Calcium is a ubiquitous messenger in neural signaling events. An increasing number of techniques are enabling visualization of neurological activity in animal models via luminescent proteins that bind to calcium ions. These techniques generate large
Externí odkaz:
http://arxiv.org/abs/1611.01602
Functional data analysis (FDA) is an important modern paradigm for handling infinite-dimensional data. An important task in FDA is model-based clustering, which organizes functional populations into groups via subpopulation structures. The most commo
Externí odkaz:
http://arxiv.org/abs/1608.05481
Mixture of autoregressions (MoAR) models provide a model-based approach to the clustering of time series data. The maximum likelihood (ML) estimation of MoAR models requires the evaluation of products of large numbers of densities of normal random va
Externí odkaz:
http://arxiv.org/abs/1602.08787
Time-series data arise in many medical and biological imaging scenarios. In such images, a time-series is obtained at each of a large number of spatially-dependent data units. It is interesting to organize these data into model-based clusters. A two-
Externí odkaz:
http://arxiv.org/abs/1601.03517
Autor:
Bollmann, Steffen, Rasmussen, Kasper Gade Bøtker, Kristensen, Mads, Blendal, Rasmus Guldhammer, Østergaard, Lasse Riis, Plocharski, Maciej, O'Brien, Kieran, Langkammer, Christian, Janke, Andrew, Barth, Markus
Publikováno v:
In NeuroImage 15 July 2019 195:373-383
Autor:
Ward, Stephanie Alison, Storey, Elsdon, Woods, Robyn L., Hamilton, Garun S., Kawasaki, Ryo, Janke, Andrew L., Naughton, Matthew T., O'Donoghue, Fergal, Wolfe, Rory, Wong, Tien Y., Reid, Christopher M., Abhayaratna, Walter P., Stocks, Nigel, Trevaks, Ruth, Fitzgerald, Sharyn, Hodgson, Lauren A.B., Robman, Liubov, Workman, Barbara, McNeil, John J.
Publikováno v:
In Contemporary Clinical Trials January 2018 64:101-111
Autor:
Watson, Charles, Janke, Andrew L., Hamalainen, Carlo, Bagheri, Shahrzad M., Paxinos, George, Reutens, David C., Ullmann, Jeremy F.P.
Publikováno v:
In NeuroImage 15 August 2017 157:275-287
Autor:
Roy, Pallab Kanti, Bhuiyan, Alauddin, Janke, Andrew, Desmond, Patricia M., Wong, Tien Yin, Abhayaratna, Walter P., Storey, Elsdon, Ramamohanarao, Kotagiri
Publikováno v:
In Computerized Medical Imaging and Graphics October 2015 45:102-111
Autor:
Ullmann, Jeremy F.P., Watson, Charles, Janke, Andrew L., Kurniawan, Nyoman D., Reutens, David C.
Publikováno v:
In NeuroImage September 2013 78:196-203