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dr. M. (Matteo) Maspero

Researcher/Postdoc

  • Computational Imaging

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Research Output (37)

Deep learning-based synthetic CT generation for paediatric brain MR-only photon and proton radiotherapy

Maspero Matteo, Bentvelzen Laura G, Savenije Mark Hf, Guerreiro Filipa, Seravalli Enrica, Janssens Geert O, van den Berg Cornelis At, Philippens Marielle Ep 22 sep 2020, In: Radiotherapy & Oncology. 153 , p. 197-204 8 p.

Deep learning-based image reconstruction and motion estimation from undersampled radial k-space for real-time MRI-guided radiotherapy

Terpstra Maarten, Maspero Matteo, D'Agata F, Stemkens Bjorn, Intven Martijn, Lagendijk JJW, van den Berg CAT, Tijssen Rob 14 mei 2020, In: Physics in Medicine and Biology. 65 , p. 155015 14 p.

Clinical implementation of MRI-based organs-at-risk auto-segmentation with convolutional networks for prostate radiotherapy.

Savenije Mark, Maspero Matteo, Sikkes Gonda G, van der Voort van Zyp Jochem, Kotte ANTJ, Bol GH, van den Berg CAT 11 mei 2020, In: Radiation Oncology. 15 , p. 104 12 p.

A single neural network for cone-beam computed tomography-based radiotherapy of head-and-neck, lung and breast cancer

Maspero Matteo, Houweling Antonetta C., Savenije Mark H.F., van Heijst Tristan C.F., Verhoeff Joost J.C., Kotte Alexis N.T.J., van den Berg Cornelis A.T. apr 2020, In: Physics and Imaging in Radiation Oncology. 14 , p. 24-31 8 p.

Deep learning-based MR-to-CT synthesis:The influence of varying gradient echo-based MR images as input channels

Florkow Mateusz C, Zijlstra Frank, Willemsen Koen, Maspero Matteo, van den Berg Cornelis A T, Kerkmeijer Linda G W, Castelein René M, Weinans Harrie, Viergever Max A, van Stralen Marijn, Seevinck Peter R apr 2020, In: Magnetic Resonance in Medicine. 83 , p. 1429-1441 13 p.

A deep learning method for image-based subject-specific local SAR assessment

Meliadò E F, Raaijmakers A J E, Sbrizzi A, Steensma B R, Maspero M, Savenije M H F, Luijten P R, van den Berg C A T 1 feb 2020, In: Magnetic Resonance in Medicine. 83 , p. 695-711 17 p.

Fast contour propagation for MR-guided prostate radiotherapy using convolutional neural networks

Eppenhof K A J, Maspero M, Savenije M H F, de Boer J C J, van der Voort van Zyp J R N, Raaymakers B W, Raaijmakers A J E, Veta M, van den Berg C A T, Pluim J P W 26 dec 2019, In: Medical Physics. 47 , p. 1238-1248 11 p.

Soft-tissue prostate intrafraction motion tracking in 3D cine-MR for MR-guided radiotherapy

de Muinck Keizer Daan M, Kerkmeijer Linda G W, Maspero Matteo, Andreychenko Anna, van der Voort van Zyp Jochem R N, Van den Berg Cornelis A T, Raaymakers Bas W, Lagendijk Jan J W, de Boer J C J 5 dec 2019, In: Physics in Medicine and Biology. 64 , p. 235008 12 p.

CBCT correction using a cycle-consistent generative adversarial network and unpaired training to enable photon and proton dose calculation

Kurz Christopher, Maspero Matteo, Savenije Mark H F, Landry Guillaume, Kamp Florian, Pinto Marco, Li Minglun, Parodi Katia, Belka Claus, Van den Berg Cornelis A T 15 nov 2019, In: Physics in Medicine and Biology. 64

Dosimetric evaluation of synthetic CT for head and neck radiotherapy generated by a patch-based three-dimensional convolutional neural network

Dinkla Anna M, Florkow Mateusz C, Maspero Matteo, Savenije Mark H F, Zijlstra Frank, Doornaert Patricia A H, van Stralen Marijn, Philippens Marielle E P, van den Berg Cornelis A T, Seevinck Peter R sep 2019, In: Medical Physics. 46 , p. 4095-4104 10 p.

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