Elia Lombardo

Offline and online LSTM networks for respiratory motion prediction in MR-guided radiotherapy

Elia Lombardo, Moritz Rabe, Yuqing Xiong et al. · Physics in Medicine and Biology · 2022 · 43 citations · Full text

Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis

Yiling Wang, Elia Lombardo, Michele Avanzo et al. · Computer Methods and Programs in Biomedicine · 2022 · 39 citations

Neck Cancer Prognosis, Engineering, Machine Learning +12

Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts

Elia Lombardo, Christopher Kurz, Sebastian Marschner et al. · Scientific Reports · 2021 · 31 citations · Full text

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

Chukwuka Eze, Elia Lombardo, Lukas Nierer et al. · Radiation Oncology · 2022 · 28 citations · Full text

Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy

Elia Lombardo, Moritz Rabe, Yuqing Xiong et al. · Radiotherapy and Oncology · 2023 · 28 citations

Engineering, Machine Learning, Mr-guided Radiotherapy +16