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Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach

Nov 28, 2020
Sebastiano Barbieri, Suneela Mehta, Billy Wu, Chrianna Bharat, Katrina Poppe, Louisa Jorm, Rod Jackson


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Improved unsupervised physics-informed deep learning for intravoxel-incoherent motion modeling and evaluation in pancreatic cancer patients

Nov 03, 2020
Misha P. T. Kaandorp, Sebastiano Barbieri, Remy Klaassen, Hanneke W. M. van Laarhoven, Hans Crezee, Peter T. While, Aart J. Nederveen, Oliver J. Gurney-Champion


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A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk

May 21, 2019
Sebastiano Barbieri, Oscar Perez-Concha, Sradha Kotwal, Martin Gallagher, Angus Ritchie, Louisa Jorm


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Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI

Feb 28, 2019
Sebastiano Barbieri, Oliver J. Gurney-Champion, Remy Klaassen, Harriet C. Thoeny


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A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging

Oct 23, 2013
Miriam H. A. Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky

* Int J CARS, Vol. 5, Suppl. 1, pp. 47-48, Springer Press, June 2010 
* 5 pages, 2 figures, 7 references 

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Benchmarking the Quality of Diffusion-Weighted Images

May 09, 2011
Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn


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Ray-Based and Graph-Based Methods for Fiber Bundle Boundary Estimation

Mar 10, 2011
Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky

* 4 pages, 6 figures, BIOSIGNAL, Berlin, 2010 

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A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain

Mar 08, 2011
Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky

* 4 pages, 3 figures, BMT 2010, Rostock 

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