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Veröffentlichungsdatum
Anzahl der Publikationen: 9
2023
Lombardo, Elia; Liu, Paul Z. Y.; Waddington, David E. J.; Grover, James; Whelan, Brendan; Wong, Esther; Reiner, Michael; Corradini, Stefanie; Belka, Claus; Riboldi, Marco; Kurz, Christopher; Landry, Guillaume 
ORCID: https://orcid.org/0000-0003-1707-4068 und Keall, Paul J.
(2023):
Experimental comparison of linear regression and LSTM motion prediction models for MLC‐tracking on an MRI‐linac.
In: Medical Physics, Bd. 50, Nr. 11: S. 7083-7092
[PDF, 1MB]
ORCID: https://orcid.org/0000-0003-1707-4068 und Keall, Paul J.
(2023):
Experimental comparison of linear regression and LSTM motion prediction models for MLC‐tracking on an MRI‐linac.
In: Medical Physics, Bd. 50, Nr. 11: S. 7083-7092
[PDF, 1MB]
2022
Lombardo, Elia ORCID: https://orcid.org/0000-0003-4522-8298; Rabe, Moritz ORCID: https://orcid.org/0000-0002-7085-4066; Xiong, Yuqing; Nierer, Lukas; Cusumano, Davide ORCID: https://orcid.org/0000-0001-8626-0003; Placidi, Lorenzo; Boldrini, Luca; Corradini, Stefanie; Niyazi, Maximilian; Belka, Claus ORCID: https://orcid.org/0000-0002-1287-7825; Riboldi, Marco ORCID: https://orcid.org/0000-0002-2431-4966; Kurz, Christopher und Landry, Guillaume ORCID: https://orcid.org/0000-0003-1707-4068
(2022):
Offline and online LSTM networks for respiratory motion prediction in MR-guided radiotherapy.
In: Physics in Medicine & Biology, Bd. 67, Nr. 9, 095006
[PDF, 2MB]
ORCID: https://orcid.org/0000-0003-4522-8298; Rabe, Moritz ORCID: https://orcid.org/0000-0002-7085-4066; Xiong, Yuqing; Nierer, Lukas; Cusumano, Davide ORCID: https://orcid.org/0000-0001-8626-0003; Placidi, Lorenzo; Boldrini, Luca; Corradini, Stefanie; Niyazi, Maximilian; Belka, Claus ORCID: https://orcid.org/0000-0002-1287-7825; Riboldi, Marco ORCID: https://orcid.org/0000-0002-2431-4966; Kurz, Christopher und Landry, Guillaume ORCID: https://orcid.org/0000-0003-1707-4068
(2022):
Offline and online LSTM networks for respiratory motion prediction in MR-guided radiotherapy.
In: Physics in Medicine & Biology, Bd. 67, Nr. 9, 095006
[PDF, 2MB]
Lombardo, Elia; Hess, Julia; Kurz, Christopher; Riboldi, Marco; Marschner, Sebastian; Baumeister, Philipp; Lauber, Kirsten; Pflugradt, Ulrike; Walch, Axel; Canis, Martin; Klauschen, Frederick; Zitzelsberger, Horst; Belka, Claus; Landry, Guillaume und Unger, Kristian
(2022):
DeepClassPathway: Molecular pathway aware classification using explainable deep learning.
In: European Journal of Cancer, Bd. 176: S. 41-49
Eze, Chukwuka; Lombardo, Elia; Nierer, Lukas; Xiong, Yuqing; Niyazi, Maximilian; Belka, Claus; Manapov, Farkhad und Corradini, Stefanie
(2022):
MR-guided radiotherapy in node-positive non-small cell lung cancer and severely limited pulmonary reserve: a report proposing a new clinical pathway for the management of high-risk patients.
In: Radiation Oncology, Bd. 17, Nr. 1, 43
Zschaeck, Sebastian; Weingaertner, Julian; Lombardo, Elia; Marschner, Sebastian; Hajiyianni, Marina; Beck, Marcus; Zips, Daniel; Li, Yimin; Lin, Qin; Amthauer, Holger; Troost, Esther G. C.; Hoff, Joerg van den; Budach, Volker; Kotzerke, Joerg; Ferentinos, Konstantinos; Karagiannis, Efstratios; Kaul, David; Gregoire, Vincent; Holzgreve, Adrien; Albert, Nathalie L.; Nikulin, Pavel; Bachmann, Michael; Kopka, Klaus; Krause, Mechthild; Baumann, Michael; Kazmierska, Joanna; Cegla, Paulina; Cholewinski, Witold; Strouthos, Iosif; Zoephel, Klaus; Majchrzak, Ewa; Landry, Guillaume; Belka, Claus; Stromberger, Carmen und Hofheinz, Frank
(2022):
18F-Fluorodeoxyglucose Positron Emission Tomography of Head and Neck Cancer: Location and HPV Specific Parameters for Potential Treatment Individualization.
In: Frontiers in Oncology, Bd. 12, 870319
Wang, Yiling; Lombardo, Elia; Avanzo, Michele; Zschaek, Sebastian; Weingaertner, Julian; Holzgreve, Adrien; Albert, Nathalie L.; Marschner, Sebastian; Fanetti, Giuseppe; Franchin, Giovanni; Stancanello, Joseph; Walter, Franziska; Corradini, Stefanie; Niyazi, Maximilian; Lang, Jinyi; Belka, Claus; Riboldi, Marco; Kurz, Christopher und Landry, Guillaume
(2022):
Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis.
In: Computer Methods and Programs in Biomedicine, Bd. 222, 106948
2021
Lombardo, Elia; Kurz, Christopher; Marschner, Sebastian; Avanzo, Michele; Gagliardi, Vito; Fanetti, Giuseppe; Franchin, Giovanni; Stancanello, Joseph; Corradini, Stefanie; Niyazi, Maximilian; Belka, Claus ORCID: https://orcid.org/0000-0002-1287-7825; Parodi, Katia ORCID: https://orcid.org/0000-0001-7779-6690; Riboldi, Marco und Landry, Guillaume
(2021):
Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts.
In: Scientific reports, Bd. 11, Nr. 1, 6418
[PDF, 1MB]
ORCID: https://orcid.org/0000-0002-1287-7825; Parodi, Katia ORCID: https://orcid.org/0000-0001-7779-6690; Riboldi, Marco und Landry, Guillaume
(2021):
Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts.
In: Scientific reports, Bd. 11, Nr. 1, 6418
[PDF, 1MB]
Lombardo, Elia; Kurz, Christopher; Marschner, Sebastian; Avanzo, Michele; Gagliardi, Vito; Fanetti, Giuseppe; Franchin, Giovanni; Stancanello, Joseph; Corradini, Stefanie; Niyazi, Maximilian; Belka, Claus; Parodi, Katia; Riboldi, Marco und Landry, Guillaume
(2021):
Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts.
In: Scientific Reports, Bd. 11, Nr. 1, 6418
Marschner, Sebastian; Lombardo, Elia; Minibek, Lena; Holzgreve, Adrien; Kaiser, Lena; Albert, Nathalie; Kurz, Christopher; Riboldi, Marco; Spaeth, Richard; Baumeister, Philipp; Niyazi, Maximilian; Belka, Claus; Corradini, Stefanie; Landry, Guillaume und Walter, Franziska
(2021):
Risk Stratification Using F-18-FDG PET/CT and Artificial Neural Networks in Head and Neck Cancer Patients Undergoing Radiotherapy.
In: Diagnostics, Bd. 11, Nr. 9, 1581