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Damien Dasnoy-Sumell

Researcher

Biomedical engineer and PhD student in the ImagX-R lab, Damien is working on real time adapted proton therapy treatments for mobile tumors. He's developing a tool to observe on MRI images and adapt in real time proton therapy treatment procedure to follow the anatomical motions that can happen during a treatment.



Damien's research is supported by a grant from Télévie (Fonds de la Recherche Scientifique, F.R.S. -FNRS).



Projects

Image-guided protontherapy

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ARIES

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Publications

2023

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Rotsart de Hertaing, Gauthier ; Dasnoy-Sumell, Damien ; Janssens, Guillaume ; Macq, Benoît. Online tumor motion forecasting using Vision Transformers in 4D workshop , Villigen, Switzerland, du 09/09/2023 au 10/09/2023

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Wuyckens, Sophie ; Dasnoy-Sumell, Damien ; Janssens, Guillaume ; Hamaide, Valentin ; Huet, Margerie ; Loyen, Estelle ; Macq, Benoît ; Rotsart de Hertaing, Gauthier. OpenTPS -- Open-source treatment planning system for research in proton therapy in Medical Physics

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Loyen, Estelle ; Dasnoy-Sumell, Damien ; Macq, Benoît. Patient-specific three-dimensional image reconstruction from a single X-ray projection using a convolutional neural network for on-line radiotherapy applications in Physics and Imaging in Radiation Oncology

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Hamaide, Valentin ; Souris, Kevin ; Dasnoy-Sumell, Damien ; Glineur, François ; Macq, Benoît. Real‐time image‐guided treatment of mobile tumors in proton therapy by a library of treatment plans: a simulation study in Medical physics

2022

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Dasnoy-Sumell, Damien ; Aspeel, Antoine ; Souris, Kevin ; Macq, Benoît. Locally tuned deformation fields combination for 2D cine-MRI-based driving of 3D motion models in Physica medica

2021

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Dasnoy-Sumell, Damien. Towards real-time image-guided radiotherapy : 3D patient-specific breathing motion models driven by 2D cine-MRI - Thèse (Dissertation)

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2020

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Dasnoy-Sumell, Damien ; Souris, Kevin ; Van Ooteghem, Geneviève ; Macq, Benoît. Continuous real time 3D motion reproduction using dynamic MRI and precomputed 4DCT deformation fields in Journal of Applied Clinical Medical Physics

2019

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Dasnoy-Sumell, Damien. 4DCT co-synchronized to real-time dynamic MRI. in The International Conference on the Use of Computers in Radiation Therapy, Montréal, Canada, du 17/06/2019 au 21/06/2019

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Van Ooteghem, Geneviève ; Dasnoy-Sumell, Damien ; Liistro, Giuseppe ; Sterpin, Edmond ; Geets, Xavier. Breathing modulation in patients treated for mobile tumours: moving forward to clinical integration in Radiotherapy and OncologyESTRO 38, (Italy) Milano, du 26/04/2019 au 30/04/2019

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Van Ooteghem, Geneviève ; Dasnoy-Sumell, Damien ; Lee, John Aldo ; Geets, Xavier. Mechanically-assisted and non-invasive ventilation for radiation therapy: A safe technique to regularize and modulate internal tumour motion in Radiotherapy and Oncology

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Van Ooteghem, Geneviève ; Dasnoy-Sumell, Damien ; Lambrecht, Maarten ; Reychler, Gregory ; Liistro, Giuseppe ; Sterpin, Edmond ; Geets, Xavier. Mechanically-assisted non-invasive ventilation: A step forward to modulate and to improve the reproducibility of breathing-related motion in radiation therapy in Radiotherapy and Oncology

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Javaid, Umair ; Souris, Kevin ; Dasnoy-Sumell, Damien ; Huang, Sheng ; Lee, John Aldo. Mitigating inherent noise in Monte Carlo dose distributions using dilated U‐Net in Medical Physics

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Aspeel, Antoine ; Dasnoy-Sumell, Damien ; Jungers, Raphaël M. ; Macq, Benoît. Optimal intermittent measurements for tumor tracking in X-ray guided radiotherapy. in SPIE Medical ImagingSPIE Medical Imaging conference, San Diego, US, du 16/02/2019 au 21/02/2019

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Javaid, Umair ; Dasnoy-Sumell, Damien ; Lee, John Aldo. Semantic segmentation of computed tomography for radiotherapy with deep learning: compensating insufficient annotation quality using contour augmentation in Image Processing, San Diego, United States, du 16/2/2019 au 21/2/2019

2018

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Van Ooteghem, Geneviève ; Dasnoy-Sumell, Damien ; Lemaire, Guillaume ; Liistro, Giuseppe ; Sterpin, Edmond ; Geets, Xavier. Mechanically-assisted and non-invasive ventilation: Innovative step forward in the motion management in Radiotherapy and oncologyESTRO 37, (Spain) Barcelona, du 20/04/2018 au 24/04/2018

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Van Ooteghem, Geneviève ; Dasnoy-Sumell, Damien ; Lemaire, Guillaume ; Liistro, Giuseppe ; Sterpin, Edmond ; Geets, Xavier. Mechanically-assisted and non-invasive ventilation: Innovative step forward in the motion management in Belgian Hospital Physicists Association (BHPA) 33th Symposium, (Belgium) Charleroi, du 02/02/2018 au 03/02/2018

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Javaid, Umair ; Dasnoy-Sumell, Damien ; Lee, John Aldo. Multi-organ Segmentation of Chest CT Images in Radiation Oncology: Comparison of Standard and Dilated UNet in Advanced Concepts for Intelligent Vision Systems - ACIVS'18, Poitiers, France, du 24/09/2018 au 27/09/2018

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Dasnoy-Sumell, Damien. Towards Real-Time PBS dose accumulation observation using dynamic MRI in Magnetic resonance in radiotherapy, Utrecht, Netherlands, du 30/06/2018 au 03/07/2018

2017

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Arnould Geelhand de Merxem ; Lechien, Vianney ; Tanguy Thibault ; Dasnoy-Sumell, Damien ; Macq, Benoît. Design and implementation of a MRI compatible and dynamic phantom simulating the motion of a tumor in the liver under the breathing cycle in 13th International Symposium on Medical Information Processing and Analysis, San Andres, Island, Colombia, du 05/10/2017 au 07/10/2017

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Dasnoy-Sumell, Damien. Proton therapy PBS plan real-time simulation and visualisation tool in ULB-Cancer Research Center, Campus Erasme, Bruxelles, 22/09/2017

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Dasnoy-Sumell, Damien. Towards Real-Time proton range verification using dynamic MRI in 4D treatment planning workshop, Vienna, du 04/12/2017 au 05/12/2017