[HTML][HTML] Pancreatic ductal adenocarcinoma: biological hallmarks, current status, and future perspectives of combined modality treatment approaches
M Orth, P Metzger, S Gerum, J Mayerle, G Schneider… - Radiation …, 2019 - Springer
Pancreatic ductal adenocarcinoma (PDAC) is a highly devastating disease with poor
prognosis and rising incidence. Late detection and a particularly aggressive biology are the …
prognosis and rising incidence. Late detection and a particularly aggressive biology are the …
[HTML][HTML] Deep learning: a review for the radiation oncologist
Introduction: Deep Learning (DL) is a machine learning technique that uses deep neural
networks to create a model. The application areas of deep learning in radiation oncology …
networks to create a model. The application areas of deep learning in radiation oncology …
[HTML][HTML] Ablative 5-fraction stereotactic magnetic resonance–guided radiation therapy with on-table adaptive replanning and elective nodal irradiation for inoperable …
Purpose Radiation therapy dose escalation using stereotactic body radiation therapy may
significantly improve both local control (LC) and overall survival (OS) for patients with …
significantly improve both local control (LC) and overall survival (OS) for patients with …
Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives
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 …
Magnetic Resonance-guided RT (MRgRT) systems. Due to the higher soft tissue contrast …
Adaptive radiotherapy in the management of cervical cancer: review of strategies and clinical implementation
CE Shelley, LH Barraclough, CL Nelder, SJ Otter… - Clinical Oncology, 2021 - Elsevier
The complex and varied motion of the cervix–uterus target during external beam
radiotherapy (EBRT) underscores the clinical benefits afforded by adaptive radiotherapy …
radiotherapy (EBRT) underscores the clinical benefits afforded by adaptive radiotherapy …
[HTML][HTML] Automatic segmentation of pelvic cancers using deep learning: State-of-the-art approaches and challenges
R Kalantar, G Lin, JM Winfield, C Messiou… - Diagnostics, 2021 - mdpi.com
The recent rise of deep learning (DL) and its promising capabilities in capturing non-explicit
detail from large datasets have attracted substantial research attention in the field of medical …
detail from large datasets have attracted substantial research attention in the field of medical …
CT‐based multi‐organ segmentation using a 3D self‐attention U‐net network for pancreatic radiotherapy
Purpose Segmentation of organs‐at‐risk (OARs) is a weak link in radiotherapeutic treatment
planning process because the manual contouring action is labor‐intensive and time …
planning process because the manual contouring action is labor‐intensive and time …
[HTML][HTML] Feasibility of ablative stereotactic body radiation therapy of pancreas cancer patients on a 1.5 Tesla magnetic resonance-linac system using abdominal …
Abstract Background and Purpose Stereotactic body radiation therapy delivered using MR-
guided radiotherapy (MRgRT) and automatic breathold gating has shown to improve overall …
guided radiotherapy (MRgRT) and automatic breathold gating has shown to improve overall …
ESTRO-ACROP recommendations on the clinical implementation of hybrid MR-linac systems in radiation oncology
Online magnetic resonance-guided radiotherapy (oMRgRT) represents one of the most
innovative applications of current image-guided radiation therapy (IGRT). The revolutionary …
innovative applications of current image-guided radiation therapy (IGRT). The revolutionary …
[HTML][HTML] Patient positioning and immobilization procedures for hybrid MR-Linac systems
F Cuccia, F Alongi, C Belka, L Boldrini… - Radiation …, 2021 - Springer
Hybrid magnetic resonance (MR)-guided linear accelerators represent a new horizon in the
field of radiation oncology. By harnessing the favorable combination of on-board MR …
field of radiation oncology. By harnessing the favorable combination of on-board MR …