Deep learning based automatic segmentation of organs-at-risk for 0.35 T MRgRT of lung tumors
Ribeiro, Marvin F, Marschner, Sebastian, Kawula, Maria, Rabe, Moritz, Corradini, Stefanie, Belka, Claus, Riboldi, Marco, Landry, Guillaume, Kurz, Christopher
Published in Radiation oncology (London, England) (14.08.2023)
Published in Radiation oncology (London, England) (14.08.2023)
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Journal Article
Dosimetric impact of deep learning-based CT auto-segmentation on radiation therapy treatment planning for prostate cancer
Kawula, Maria, Purice, Dinu, Li, Minglun, Vivar, Gerome, Ahmadi, Seyed-Ahmad, Parodi, Katia, Belka, Claus, Landry, Guillaume, Kurz, Christopher
Published in Radiation oncology (London, England) (31.01.2022)
Published in Radiation oncology (London, England) (31.01.2022)
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Journal Article
Evaluation of magnetic resonance thermometry performance during MR-guided hyperthermia treatment of soft-tissue sarcomas in the lower extremities and pelvis
Karkavitsas, Spyridon N, Göger-Neff, Marianne, Kawula, Maria, Sumser, Kemal, Zilles, Benjamin, Wadepohl, Martin, Landry, Guillaume, Kurz, Christopher, Kunz, Wolfgang G, Dietrich, Olaf, Lindner, Lars H, Paulides, Margarethus M
Published in International journal of hyperthermia (31.12.2024)
Published in International journal of hyperthermia (31.12.2024)
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Journal Article
Impact of bias field correction on 0.35 T pelvic MR images: evaluation on generative adversarial network-based OARs' auto-segmentation and visual grading assessment
Vagni, Marica, Tran, Huong Elena, Catucci, Francesco, Chiloiro, Giuditta, D'Aviero, Andrea, Re, Alessia, Romano, Angela, Boldrini, Luca, Kawula, Maria, Lombardo, Elia, Kurz, Christopher, Landry, Guillaume, Belka, Claus, Indovina, Luca, Gambacorta, Maria Antonietta, Cusumano, Davide, Placidi, Lorenzo
Published in Frontiers in oncology (28.03.2024)
Published in Frontiers in oncology (28.03.2024)
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Journal Article
ScatterNet for projection-based 4D cone-beam computed tomography intensity correction of lung cancer patients
Schmitz, Henning, Thummerer, Adrian, Kawula, Maria, Lombardo, Elia, Parodi, Katia, Belka, Claus, Kamp, Florian, Kurz, Christopher, Landry, Guillaume
Published in Physics and imaging in radiation oncology (01.07.2023)
Published in Physics and imaging in radiation oncology (01.07.2023)
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Journal Article
Prior knowledge based deep learning auto-segmentation in magnetic resonance imaging-guided radiotherapy of prostate cancer
Kawula, Maria, Vagni, Marica, Cusumano, Davide, Boldrini, Luca, Placidi, Lorenzo, Corradini, Stefanie, Belka, Claus, Landry, Guillaume, Kurz, Christopher
Published in Physics and imaging in radiation oncology (01.10.2023)
Published in Physics and imaging in radiation oncology (01.10.2023)
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Journal Article
Impact of daily plan adaptation on accumulated doses in ultra-hypofractionated magnetic resonance-guided radiation therapy of prostate cancer
Xiong, Yuqing, Rabe, Moritz, Rippke, Carolin, Kawula, Maria, Nierer, Lukas, Klüter, Sebastian, Belka, Claus, Niyazi, Maximilian, Hörner-Rieber, Juliane, Corradini, Stefanie, Landry, Guillaume, Kurz, Christopher
Published in Physics and imaging in radiation oncology (01.01.2024)
Published in Physics and imaging in radiation oncology (01.01.2024)
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Journal Article
Patient‐specific transfer learning for auto‐segmentation in adaptive 0.35 T MRgRT of prostate cancer: a bi‐centric evaluation
Kawula, Maria, Hadi, Indrawati, Nierer, Lukas, Vagni, Marica, Cusumano, Davide, Boldrini, Luca, Placidi, Lorenzo, Corradini, Stefanie, Belka, Claus, Landry, Guillaume, Kurz, Christopher
Published in Medical physics (Lancaster) (01.03.2023)
Published in Medical physics (Lancaster) (01.03.2023)
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Journal Article
NIMG-01. AI-BASED ASSESSMENT OF BRAIN VOLUME DECREASE AFTER SRS AND WBRT
Thiele, Frederic, Kawula, Maria, Katzendobler, Sophie, Bodensohn, Raphael, Kurz, Christopher, Landry, Guillaum, Weller, Jonathan, Niyazi, Maximilian
Published in Neuro-oncology (Charlottesville, Va.) (10.11.2023)
Published in Neuro-oncology (Charlottesville, Va.) (10.11.2023)
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Journal Article
2486: Impact of patient specific deep learning OAR segmentation on accumulated online adapted MRgRT dose
Xiong, Yuqing, Kawula, Maria, Ribeiro, Marvin, Marschner, Sebastian, Corradini, Stefanie, Belka, Claus, Landry, Guillaume, Rabe, Moritz, Kurz, Christopher
Published in Radiotherapy and oncology (01.05.2024)
Published in Radiotherapy and oncology (01.05.2024)
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Journal Article
Impact of secondary particles on the magnetic field generated by a proton pencil beam: a finite‐element analysis based on Geant4‐DNA simulations
Rädler, Martin, Buizza, Giulia, Kawula, Maria, Palaniappan, Prasannakumar, Gianoli, Chiara, Baroni, Guido, Paganelli, Chiara, Parodi, Katia, Riboldi, Marco
Published in Medical physics (Lancaster) (01.02.2023)
Published in Medical physics (Lancaster) (01.02.2023)
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Journal Article
Assessment of intrafractional prostate motion and its dosimetric impact in MRI-guided online adaptive radiotherapy with gating
Xiong, Yuqing, Rabe, Moritz, Nierer, Lukas, Kawula, Maria, Corradini, Stefanie, Belka, Claus, Riboldi, Marco, Landry, Guillaume, Kurz, Christopher
Published in Strahlentherapie und Onkologie (01.06.2023)
Published in Strahlentherapie und Onkologie (01.06.2023)
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Journal Article
Auto-segmentation of pelvic organs at risk on 0.35T MRI using 2D and 3D Generative Adversarial Network models
Vagni, Marica, Tran, Huong Elena, Romano, Angela, Chiloiro, Giuditta, Boldrini, Luca, Zormpas-Petridis, Konstantinos, Kawula, Maria, Landry, Guillaume, Kurz, Christopher, Corradini, Stefanie, Belka, Claus, Indovina, Luca, Gambacorta, Maria Antonietta, Placidi, Lorenzo, Cusumano, Davide
Published in Physica medica (01.03.2024)
Published in Physica medica (01.03.2024)
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Journal Article
Compton Camera Arrangement With a Monolithic LaBr 3 (Ce) Scintillator and Pixelated GAGG Detector for Medical Imaging
Liprandi, Silvia, Takyu, Sodai, Safari, Mohammad, Binder, Tim, Dedes, George, Kamada, Kei, Kawula, Maria, Mohammadi, Akram, Nishikido, Fumihiko, Valencia-Lozano, Ingrid I., Viegas, Rita, Yamaya, Taiga, Parodi, Katia, Thirolf, Peter G.
Published in IEEE transactions on radiation and plasma medical sciences (01.09.2023)
Published in IEEE transactions on radiation and plasma medical sciences (01.09.2023)
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Journal Article
Compton camera arrangement with a monolithic LaBr3(Ce) scintillator and pixelated GAGG detector for medical imaging
Liprandi, Silvia, Takyu, Sodai, Safari, Mohammad, Binder, Tim, Dedes, George, Kamada, Kei, Kawula, Maria, Mohammadi, Akram, Nishikido, Fumihiko, Valencia-Lozano, Ingrid I., Viegas, Rita, Yamaya, Taiga, Parodi, Katia, Thirolf, Peter G.
Published in IEEE transactions on radiation and plasma medical sciences (01.09.2023)
Published in IEEE transactions on radiation and plasma medical sciences (01.09.2023)
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Journal Article