Delta radiomics: A systematic review

V Nardone, A Reginelli, R Grassi, L Boldrini… - La radiologia …, 2021 - Springer
Background Radiomics can provide quantitative features from medical imaging that can be
correlated with various biological features and clinical endpoints. Delta radiomics, on the …

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 …

Using quantitative imaging for personalized medicine in pancreatic cancer: a review of radiomics and deep learning applications

K Preuss, N Thach, X Liang, M Baine, J Chen, C Zhang… - Cancers, 2022 - mdpi.com
Simple Summary With a five-year survival rate of only 3% for the majority of patients,
pancreatic cancer is a global healthcare challenge. Radiomics and deep learning, two novel …

Radiomics-based prediction of two-year clinical outcome in locally advanced cervical cancer patients undergoing neoadjuvant chemoradiotherapy

R Autorino, B Gui, G Panza, L Boldrini, D Cusumano… - La radiologia …, 2022 - Springer
Purpose The aim of this study is to determine if radiomics features extracted from staging
magnetic resonance (MR) images could predict 2-year long-term clinical outcome in patients …

Delta radiomics analysis of magnetic resonance guided radiotherapy imaging data can enable treatment response prediction in pancreatic cancer

MR Tomaszewski, K Latifi, E Boyer, RF Palm… - Radiation …, 2021 - Springer
Abstract Background Magnetic Resonance Image guided Stereotactic body radiotherapy
(MRgRT) is an emerging technology that is increasingly used in treatment of visceral …

The impact of radiomics in diagnosis and staging of pancreatic cancer

C Casà, A Piras, A D'Aviero, F Preziosi… - Therapeutic …, 2022 - journals.sagepub.com
Introduction: Pancreatic cancer (PC) is one of the most aggressive tumours, and better risk
stratification among patients is required to provide tailored treatment. The meaning of …

Delta radiomics for rectal cancer response prediction using low field magnetic resonance guided radiotherapy: an external validation

D Cusumano, L Boldrini, P Yadav, G Yu, B Musurunu… - Physica Medica, 2021 - Elsevier
Introduction A recent study performed on 16 locally advanced rectal cancer (LARC) patients
treated using magnetic resonance guided radiotherapy (MRgRT) has identified two delta …

Towards accurate and precise image-guided radiotherapy: clinical applications of the MR-Linac

JW Randall, N Rammohan, IJ Das, P Yadav - Journal of Clinical …, 2022 - mdpi.com
Advances in image-guided radiotherapy have brought about improved oncologic outcomes
and reduced toxicity. The next generation of image guidance in the form of magnetic …

[HTML][HTML] Stereotactic MR-guided radiotherapy for pancreatic tumors: Dosimetric benefit of adaptation and first clinical results in a prospective registry study

M Michalet, K Bordeau, M Cantaloube… - Frontiers in …, 2022 - frontiersin.org
Introduction Stereotactic MR-guided adaptive radiotherapy (SMART) is an attractive modality
of radiotherapy for pancreatic tumors. The objectives of this prospective registry study were …

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 …