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Spatial risk mapping for rare disease with hidden Markov fields and variational EM. F. Forbes, M. Charras-Garrido, L. Azizi, S. Doyle, D. Abrial; Annals of Applied Statistics 2013, Vol. 7, No. 2, 1192-1216.
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On the difficulty to clearly identify and delineate disease risk hot spots. M. Charras-Garrido, L. Azizi, F. Forbes, S. Doyle, N. Peyrard, D. Abrial; International Journal of Applied Earth Observation and Geoinformation, 22, 99-105, 2013.
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ISBI 2012 Poster
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Spatio-temporal Markov Random Field approach to risk mapping. L. Azizi, F. Forbes, S. Doyle, M. Charras-Garrido and D. Abrial. The 14th Applied Stochastic Models and Data Analysis (ASMDA2011) conference of the ASMDA International Society, Rome, Italy, 7 - 10 June 2011.
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Initialisation de l'algorithme EM champ-moyen pour les mélanges de Poisson pour données spatiales et application à la cartographie du risque en épidémiologie. L. Azizi, F. Forbes, M. Charras-Garrido, D. Abrial and S. Doyle. 43emes Journées de Statistique, Mai 2011, Tunis, Tunisie.
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Risk mapping based on hidden Markov random field and variational approximations. L. Azizi, D.Abrial, M. Charras-Garrido, F. Forbes and S. Doyle. 1st Conference on Spatial Statistics 2011 - Mapping Global Change, University of Twente, Enschede, The Netherlands, 2011.
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Spatial risk mapping for rare disease with hidden Markov fields and variational EM. L. Azizi, F. Forbes, S. Doyle, M. Charras-Garrido and D. Abrial. Technical Report. March 2011.
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Spatio-temporal risk Mapping based on Hidden Markov random field and variational approximations. L. Azizi, D.Abrial, M. Charras-Garrido, F. Forbes and S. Doyle. SMTDA, 7-10 June , Chania, Crete, 2010.
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A Weighted Multi-Sequence Markov
Model For Brain Lesion Segmentation. Florence Forbes, Senan Doyle,
Daniel Garcia-Lorenzo, Christian Barillot, Michel Dojat; AISTATS,
2010
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Adaptive Weighted Fusion of Multiple
MR Sequences for Brain Lesion Segmentation. Florence Forbes, Senan
Doyle, Daniel Garcia-Lorenzo, Christian Barillot, Michel Dojat;
ISBI, 2010.
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Spatial Stationarity in Mobile Ad Hoc
Network Modelling. Senan J. Doyle, Timothy K. Forde, Linda E. Doyle.
In 14th Annual Meeting of the IEEE / ACM International Symposium on
Modeling, Analysis, and Simulation of Computer and Telecommunication
Systems (MASCOTS), pp. 43-50. Monterey, California. September 2006.
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Feasible Link Statistics for Adaptive
Ad Hoc Networks. Senan J. Doyle, Timothy K. Forde, Linda E. Doyle.
In 64th IEEE Vehicular Technology Conference. IEEE Vehicular
Technology Society. Montreal, Canada. September 2006.
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Ad hoc Networking, Markov Random
Fields & Decision-Making Frameworks. Linda E. Doyle, Anil C.
Kokaram, Senan J. Doyle and Timothy K. Forde. IEEE Signal Processing
Magazine, 23(5) pp.63-73. September 2006.
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Bayesian Inference of Optimal
Lymphoscintigraphic Sampling Times. S. Doyle, A. Quinn and P.
Gebouský. IFMBE Proceedings, Vol. 11. Prague: IFMBE, 2005.
ISSN 1727-1983. Editors: Jiri Hozman, Peter Kneppo (Proceedings of
the 3rd European Medical & Biological Engineering Conference -
EMBEC´05. Prague, Czech Republic, 20-25.11.2005). 4752
p.3255-3259
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Spatio-temporal Markov Random Field approach to risk mapping. L. Azizi, F. Forbes, S. Doyle,
M. Charras-Garrido and D. Abrial. The 14th Applied Stochastic Models and Data Analysis (ASMDA2011) conference of the ASMDA International Society, Rome, Italy, 7 - 10 June 2011.
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Initialisation de l'algorithme EM champ-moyen pour les melanges de Poisson pour donnees spatiales et application a la cartographie du risque en epidemiologie. L. Azizi, F. Forbes, M. Charras-Garrido, D. Abrial and S. Doyle. 43emes Journees de Statistique, Mai 2011, Tunis, Tunisie.
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Risk mapping based on hidden Markov random field and variational approximations. L. Azizi, D.Abrial, M. Charras-Garrido, F. Forbes and S. Doyle. 1st Conference on Spatial Statistics 2011 - Mapping Global Change, University of Twente, Enschede, The Netherlands, 2011.
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Spatial risk mapping for rare disease with hidden Markov fields and variational EM. L. Azizi, F. Forbes, S. Doyle, M. Charras-Garrido and D. Abrial. Technical Report. March 2011.
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Spatio-temporal risk Mapping based on Hidden Markov random field and variational approximations. L. Azizi, D.Abrial, M. Charras-Garrido, F. Forbes and S. Doyle. SMTDA, 7-10 June , Chania, Crete, 2010.
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