Machine learning-based models for prediction of toxicity outcomes in radiotherapy
In order to limit radiotherapy (RT)-related side effects, effective toxicity prediction and
assessment schemes are essential. In recent years, the growing interest toward artificial …
assessment schemes are essential. In recent years, the growing interest toward artificial …
Review and recommendations on deformable image registration uncertainties for radiotherapy applications
Deformable image registration (DIR) is a versatile tool used in many applications in
radiotherapy (RT). DIR algorithms have been implemented in many commercial treatment …
radiotherapy (RT). DIR algorithms have been implemented in many commercial treatment …
[HTML][HTML] Artificial intelligence to predict outcomes of head and neck radiotherapy
Head and neck radiotherapy induces important toxicity, and its efficacy and tolerance vary
widely across patients. Advancements in radiotherapy delivery techniques, along with the …
widely across patients. Advancements in radiotherapy delivery techniques, along with the …
Normal tissue complication probability (NTCP) models for modern radiation therapy
Mathematical models of normal tissue complication probability (NTCP) able to robustly
predict radiation-induced morbidities (RIM) play an essential role in the identification of a …
predict radiation-induced morbidities (RIM) play an essential role in the identification of a …
Voxel-based analysis in radiation oncology: A methodological cookbook
Recently, 2D or 3D methods for dose distribution analysis have been proposed as
evolutions of the Dose Volume Histogram (DVH) approaches. Those methods, collectively …
evolutions of the Dose Volume Histogram (DVH) approaches. Those methods, collectively …
On the interplay between dosiomics and genomics in radiation-induced lymphopenia of lung cancer patients
Purpose To investigate the interplay between spatial dose patterns and single nucleotide
polymorphisms in the development of radiation-induced lymphopenia (RIL) in 186 non-small …
polymorphisms in the development of radiation-induced lymphopenia (RIL) in 186 non-small …
[HTML][HTML] Risk of ischaemic cerebrovascular events in head and neck cancer patients is associated with carotid artery radiation dose
ESM van Aken, HP van der Laan, HP Bijl… - Radiotherapy and …, 2021 - Elsevier
Background and purpose Radiotherapy in the head and neck area may cause vascular
damage to the carotid arteries, increasing the risk of anterior circulation ischaemic …
damage to the carotid arteries, increasing the risk of anterior circulation ischaemic …
[HTML][HTML] Normal Tissue Complication Probability (NTCP) prediction model for osteoradionecrosis of the mandible in patients with head and neck cancer after radiation …
LV van Dijk, AA Abusaif, J Rigert, MA Naser… - International Journal of …, 2021 - Elsevier
Purpose Osteoradionecrosis (ORN) of the mandible represents a severe, debilitating
complication of radiation therapy (RT) for head and neck cancer (HNC). At present, no …
complication of radiation therapy (RT) for head and neck cancer (HNC). At present, no …
A predictive nomogram for trismus after radiotherapy for head and neck cancer
M Massaccesi, N Dinapoli, V Fuga, C Rupe… - Radiotherapy and …, 2022 - Elsevier
Background The aim of this study is to develop a prediction model for trismus (maximal
interincisal distance equal to or less than 35 mm) based on a multivariable analysis of …
interincisal distance equal to or less than 35 mm) based on a multivariable analysis of …
Spatial dose patterns associated with radiation pneumonitis in a randomized trial comparing intensity-modulated photon therapy with passive scattering proton …
Purpose Radiation pneumonitis (RP) is commonly associated with thoracic radiation
therapy, and its incidence is related to dose and volume of the normal lung in the path of …
therapy, and its incidence is related to dose and volume of the normal lung in the path of …