| Offline and online LSTM networks for respiratory motion prediction in MR-guided radiotherapy E Lombardo, M Rabe, Y Xiong, L Nierer, D Cusumano, L Placidi, ... Physics in Medicine & Biology 67 (9), 095006, 2022 | 26 | 2022 |
| Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis Y Wang, E Lombardo, M Avanzo, S Zschaek, J Weingärtner, A Holzgreve, ... Computer Methods and Programs in Biomedicine 222, 106948, 2022 | 25 | 2022 |
| Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts E Lombardo, C Kurz, S Marschner, M Avanzo, V Gagliardi, G Fanetti, ... Scientific reports 11 (1), 6418, 2021 | 25 | 2021 |
| Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy E Lombardo, M Rabe, Y Xiong, L Nierer, D Cusumano, L Placidi, ... Radiotherapy and Oncology 182, 109555, 2023 | 16 | 2023 |
| 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 … C Eze, E Lombardo, L Nierer, Y Xiong, M Niyazi, C Belka, F Manapov, ... Radiation Oncology 17 (1), 43, 2022 | 12 | 2022 |
| Risk Stratification Using 18F-FDG PET/CT and Artificial Neural Networks in Head and Neck Cancer Patients Undergoing Radiotherapy SN Marschner, E Lombardo, L Minibek, A Holzgreve, L Kaiser, NL Albert, ... Diagnostics 11 (9), 1581, 2021 | 7 | 2021 |
| Real-time motion management in MRI-guided radiotherapy: Current status and AI-enabled prospects E Lombardo, J Dhont, D Page, C Garibaldi, LA Künzel, C Hurkmans, ... Radiotherapy and Oncology, 109970, 2023 | 6 | 2023 |
| ScatterNet for projection-based 4D cone-beam computed tomography intensity correction of lung cancer patients H Schmitz, A Thummerer, M Kawula, E Lombardo, K Parodi, C Belka, ... Physics and Imaging in Radiation Oncology 27, 100482, 2023 | 6 | 2023 |
| Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images Y Wang, E Lombardo, L Huang, M Avanzo, G Fanetti, G Franchin, ... Radiation Oncology 19 (1), 3, 2024 | 5 | 2024 |
| A convolutional neural network with self-attention for fully automated metabolic tumor volume delineation of head and neck cancer in F]FDG PET/CT P Nikulin, S Zschaeck, J Maus, P Cegla, E Lombardo, C Furth, ... European Journal of Nuclear Medicine and Molecular Imaging 50 (9), 2751-2766, 2023 | 5 | 2023 |
| 18F-Fluorodeoxyglucose positron emission tomography of head and neck cancer: location and HPV specific parameters for potential treatment individualization S Zschaeck, J Weingaertner, E Lombardo, S Marschner, M Hajiyianni, ... Frontiers in Oncology 12, 870319, 2022 | 5 | 2022 |
| Experimental comparison of linear regression and LSTM motion prediction models for MLC‐tracking on an MRI‐linac E Lombardo, PZY Liu, DEJ Waddington, J Grover, B Whelan, E Wong, ... Medical Physics 50 (11), 7083-7092, 2023 | 4 | 2023 |
| DeepClassPathway: Molecular pathway aware classification using explainable deep learning E Lombardo, J Hess, C Kurz, M Riboldi, S Marschner, P Baumeister, ... European Journal of Cancer 176, 41-49, 2022 | 4 | 2022 |
| Planning CT Identifies Patients at Risk of High Prostate Intrafraction Motion H Ballhausen, M Li, E Lombardo, G Landry, C Belka Cancers 15 (16), 4103, 2023 | 1 | 2023 |
| Head and neck cancer localization with Retina Unet for automated segmentation and time-to-event prognosis from PET/CT images Y Wang, E Lombardo, L Huang, C Belka, M Riboldi, C Kurz, G Landry 3D Head and Neck Tumor Segmentation in PET/CT Challenge, 202-211, 2022 | 1 | 2022 |
| 2254: Metabolic adapted radiation dose for head and neck squamous cell carcinoma S Zschaeck, E Kukuk, E Lombardo, S Marschner, M Beck, F Mehrhof, Y Li, ... Radiotherapy and Oncology 194, S1387-S1389, 2024 | | 2024 |
| 3545: Unlocking the promise of AI in real-time for a moving target E Lombardo Radiotherapy and Oncology 194, S127, 2024 | | 2024 |
| 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 M Vagni, HE Tran, F Catucci, G Chiloiro, A D’Aviero, A Re, A Romano, ... Frontiers in oncology 14, 1294252, 2024 | | 2024 |
| A COMPARISON BETWEEN 2D AND 3D GAN FOR RECTUM AND BLADDER AUTO-SEGMENTATION ON 0.35 T MR IMAGES M Vagni, HE Tran, A Romano, L Boldrini, G Chiloiro, G Landry, C Kurz, ... Physica Medica 115, 102770, 2023 | | 2023 |
| PO-1901 Comparing LSTM networks for real-time target segmentation prediction on low-field MR-linacs E Lombardo, M Rabe, Y Xiong, L Nierer, D Cusumano, L Placidi, ... Radiotherapy and Oncology 182, S1647-S1648, 2023 | | 2023 |
