Davide Cusumano

Delta radiomics for rectal cancer response prediction with hybrid 0.35 T magnetic resonance-guided radiotherapy (MRgRT): a hypothesis-generating study for an innovative personalized medicine approach

Luca Boldrini, Davide Cusumano, Giuditta Chiloiro et al. · La radiologia medica · 2018 · 145 citations · Full text

Adaptive Radiotherapy, Hybrid Magnetic Resonance, Oncology +15

Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer

Davide Cusumano, N. Dinapoli, Luca Boldrini et al. · La radiologia medica · 2017 · 122 citations · Full text

Adaptive Radiotherapy, Complete Pathological Response, Medical Imaging +13

A deep learning approach to generate synthetic CT in low field MR-guided adaptive radiotherapy for abdominal and pelvic cases

Davide Cusumano, Jacopo Lenkowicz, Claudio Votta et al. · Radiotherapy and Oncology · 2020 · 97 citations

Adaptive Radiotherapy, Pelvic Cases, Engineering +12

A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer

Davide Cusumano, Gert Meijer, Jacopo Lenkowicz et al. · La radiologia medica · 2020 · 80 citations · Full text

Predicting tumour motion during the whole radiotherapy treatment: a systematic approach for thoracic and abdominal lesions based on real time MR

Davide Cusumano, Jennifer Dhont, Luca Boldrini et al. · Radiotherapy and Oncology · 2018 · 70 citations

Adaptive Radiotherapy, Medical Imaging, Medicine +11