Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives

D Cusumano, L Boldrini, J Dhont, C Fiorino, O Green… - Physica medica, 2021 - Elsevier
Over the last years, technological innovation in Radiotherapy (RT) led to the introduction of
Magnetic Resonance-guided RT (MRgRT) systems. Due to the higher soft tissue contrast …

Covid-19 and radiotherapy: a systematic review after 2 years of pandemic

A Piras, V Venuti, A D'Aviero, D Cusumano… - Clinical and translational …, 2022 - Springer
Abstract Introduction Following the Covid-19 pandemic spread, changes in clinical practice
were necessary to limit the pandemic diffusion. Also, oncological practice has undergone …

THUNDER 2: THeragnostic Utilities for Neoplastic DisEases of the Rectum by MRI guided radiotherapy

G Chiloiro, D Cusumano, L Boldrini, A Romano… - BMC cancer, 2022 - Springer
Background Neoadjuvant chemoradiation therapy (nCRT) is the standard treatment modality
in locally advanced rectal cancer (LARC). Since response to radiotherapy (RT) is dose …

Evaluation of early regression index as response predictor in cervical cancer: a retrospective study on T2 and DWI MR images

D Cusumano, L Russo, B Gui, R Autorino… - Radiotherapy and …, 2022 - Elsevier
Abstract Background and Purpose Early Regression Index (ERI TCP) is an image-based
parameter based on tumor control probability modelling, that reported interesting results in …

Delta radiomics analysis for local control prediction in pancreatic cancer patients treated using magnetic resonance guided radiotherapy

D Cusumano, L Boldrini, P Yadav, C Casà, SL Lee… - Diagnostics, 2021 - mdpi.com
The aim of this study is to investigate the role of Delta Radiomics analysis in the prediction of
one-year local control (1yLC) in patients affected by locally advanced pancreatic cancer …

Pretreatment MRI radiomics based response prediction model in locally advanced cervical cancer

B Gui, R Autorino, M Miccò, A Nardangeli, A Pesce… - Diagnostics, 2021 - mdpi.com
The aim of this study was to create a radiomics model for Locally Advanced Cervical Cancer
(LACC) patients to predict pathological complete response (pCR) after neoadjuvant …

Delta radiomic analysis of mesorectum to predict treatment response and prognosis in locally advanced rectal cancer

G Chiloiro, D Cusumano, A Romano, L Boldrini… - Cancers, 2023 - mdpi.com
Simple Summary Early prediction of response to cancer therapies is critical for treatment
personalisation. In patients with locally advanced rectal cancer (LARC) undergoing …

[HTML][HTML] Art and digital technologies to support resilience during the oncological journey: The Art4ART project

L Tagliaferri, L Dinapoli, C Casà, GF Colloca… - Technical Innovations & …, 2022 - Elsevier
Introduction New digital technologies can become a tool for welcoming the patient through
the artistic dimension. Cancer patients, in particular, need support that accompanies and …

Dosimetric impact of inter-fraction variability in the treatment of breast cancer: towards new criteria to evaluate the appropriateness of online adaptive radiotherapy

M Iezzi, D Cusumano, D Piccari, S Menna… - Frontiers in …, 2022 - frontiersin.org
Purpose As a discipline in its infancy, online adaptive RT (ART) needs new ontologies and
ad hoc criteria to evaluate the appropriateness of its use in clinical practice. In this …

Integration of art and technology in personalized radiation oncology care: Experiences, evidence, and perspectives

C Casà, L Dinapoli, E Marconi, S Chiesa… - Frontiers in public …, 2023 - frontiersin.org
Cancer diagnoses expose patients to traumatic stress, sudden changes in daily life,
changes in the body and autonomy, with even long-term consequences, and in some cases …