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 …

[PDF][PDF] Reproducibility and generalizability in radiomics modeling: possible strategies in radiologic and statistical perspectives

JE Park, SY Park, HJ Kim… - Korean journal of …, 2019 - synapse.koreamed.org
Radiomics, which involves the use of high-dimensional quantitative imaging features for
predictive purposes, is a powerful tool for develo** and testing medical hypotheses …

MR-guidance in clinical reality: current treatment challenges and future perspectives

S Corradini, F Alongi, N Andratschke, C Belka… - Radiation …, 2019 - Springer
Abstract Magnetic Resonance-guided radiotherapy (MRgRT) marks the beginning of a new
era. MR is a versatile and suitable imaging modality for radiotherapy, as it enables direct …

The transformation of radiation oncology using real-time magnetic resonance guidance: A review

WA Hall, ES Paulson, UA van der Heide… - European Journal of …, 2019 - Elsevier
Radiation therapy (RT) is an essential component of effective cancer care and is used
across nearly all cancer types. The delivery of RT is becoming more precise through rapid …

Radiomics for the prediction of treatment outcome and survival in patients with colorectal cancer: a systematic review

FCR Staal, DJ Van Der Reijd, M Taghavi… - Clinical colorectal …, 2021 - Elsevier
Prediction of outcome in patients with colorectal cancer (CRC) is challenging as a result of
lack of a robust biomarker and heterogeneity between and within tumors. The aim of this …

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 …

Online adaptive magnetic resonance guided radiotherapy for pancreatic cancer: state of the art, pearls and pitfalls

L Boldrini, D Cusumano, F Cellini, L Azario… - Radiation …, 2019 - Springer
Background Different studies have proved in recent years that hypofractionated radiotherapy
(RT) improves overall survival of patients affected by locally advanced, unresectable …

Magnetic resonance‐guided radiation therapy: a review

S Chin, CL Eccles, A McWilliam… - Journal of medical …, 2020 - Wiley Online Library
Magnetic resonance‐guided radiation therapy (MRgRT) is a promising approach to
improving clinical outcomes for patients treated with radiation therapy. The roles of image …

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 …

Quantitative magnetic resonance imaging for biological image-guided adaptive radiotherapy

PJ Van Houdt, Y Yang, UA Van der Heide - Frontiers in Oncology, 2021 - frontiersin.org
MRI-guided radiotherapy systems have the potential to bring two important concepts in
modern radiotherapy together: adaptive radiotherapy and biological targeting. Based on …