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Stefano B. Blumberg

Centre for Medical Image Computing and Department of Computer Science - University College London - UK

DeepReg: a deep learning toolkit for medical image registration


Nov 04, 2020
Yunguan Fu, Nina Montaña Brown, Shaheer U. Saeed, Adrià Casamitjana, Zachary M. C. Baum, Rémi Delaunay, Qianye Yang, Alexander Grimwood, Zhe Min, Stefano B. Blumberg, Juan Eugenio Iglesias, Dean C. Barratt, Ester Bonmati, Daniel C. Alexander, Matthew J. Clarkson, Tom Vercauteren, Yipeng Hu

* Accepted in The Journal of Open Source Software (JOSS) 

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QuantNet: Transferring Learning Across Systematic Trading Strategies


Apr 07, 2020
Adriano Koshiyama, Sebastian Flennerhag, Stefano B. Blumberg, Nick Firoozye, Philip Treleaven


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Image Quality Transfer Enhances Contrast and Resolution of Low-Field Brain MRI in African Paediatric Epilepsy Patients


Mar 18, 2020
Matteo Figini, Hongxiang Lin, Godwin Ogbole, Felice D Arco, Stefano B. Blumberg, David W. Carmichael, Ryutaro Tanno, Enrico Kaden, Biobele J. Brown, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander

* 6 pages, 3 figures, accepted at ICLR 2020 workshop on Artificial Intelligence for Affordable Healthcare 

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Degenerative Adversarial NeuroImage Nets for 3D Simulations: Application in Longitudinal MRI


Dec 03, 2019
Daniele Ravi, Stefano B. Blumberg, Daniel C. Alexander, Neil P. Oxtoby


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Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator


Sep 15, 2019
Hongxiang Lin, Matteo Figini, Ryutaro Tanno, Stefano B. Blumberg, Enrico Kaden, Godwin Ogbole, Biobele J. Brown, Felice D'Arco, David W. Carmichael, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander


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Multi-Stage Prediction Networks for Data Harmonization


Jul 26, 2019
Stefano B. Blumberg, Marco Palombo, Can Son Khoo, Chantal M. W. Tax, Ryutaro Tanno, Daniel C. Alexander

* Accepted In Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 

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Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images


Aug 16, 2018
Stefano B. Blumberg, Ryutaro Tanno, Iasonas Kokkinos, Daniel C. Alexander

* Accepted in: MICCAI 2018 

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