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The integration of deep learning in radiotherapy: Exploring challenges, opportunities, and future directions through an umbrella review
A Lastrucci, Y Wandael, R Ricci, G Maccioni… - Diagnostics, 2024 - mdpi.com
This study investigates, through a narrative review, the transformative impact of deep
learning (DL) in the field of radiotherapy, particularly in light of the accelerated …
learning (DL) in the field of radiotherapy, particularly in light of the accelerated …
Dosimetric characterization of MRI‐only treatment planning for brain tumors in atlas‐based pseudo‐CT images generated from standard T1‐weighted MR images
B Demol, C Boydev, J Korhonen, N Reynaert - Medical physics, 2016 - Wiley Online Library
Purpose: Magnetic resonance imaging (MRI)‐only radiotherapy treatment planning requires
accurate pseudo‐CT (pCT) images for precise dose calculation. The current work introduced …
accurate pseudo‐CT (pCT) images for precise dose calculation. The current work introduced …
Clinical experience of volumetric‐modulated flattening filter free stereotactic body radiation therapy of lesions in the lung with deep inspiration breath‐hold
ST Mørkeset, C Lervåg, JÅ Lund… - Journal of Applied …, 2022 - Wiley Online Library
This clinical study aimed to evaluate lung cancer patients' ability to perform deep inspiration
breath‐hold (DIBH) during CT simulation and throughout the treatment course of stereotactic …
breath‐hold (DIBH) during CT simulation and throughout the treatment course of stereotactic …
Viability of the virtual cone technique using a fixed small multi‐leaf collimator field for stereotactic radiosurgery of trigeminal neuralgia
Dosimetric uncertainties in very small (≤ 1.5× 1.5 cm2) photon fields are remarkably higher,
which undermines the validity of the virtual cone (VC) technique with a diminutive and …
which undermines the validity of the virtual cone (VC) technique with a diminutive and …
[HTML][HTML] Exploring the impact of lighting sources on walking behavior in obstructed walkways among older adults
The pandemic has reinforced older adults' reliance on their homes and the concept of “aging
in place”. Changes like reduced physical strength and cognitive deficit, however, have …
in place”. Changes like reduced physical strength and cognitive deficit, however, have …
The effect of using virtual bolus on VMAT plan quality for left-sided breast cancer patients
In breast cancer radiotherapy treatment with Volumetric Modulated Arc Therapy (VMAT), the
respiratory motion may lead to underdosing of the target and overdosing of critical organs …
respiratory motion may lead to underdosing of the target and overdosing of critical organs …
Dosimetrical and radiobiological approach to manage the dosimetric shift in the transition of dose calculation algorithm in radiation oncology: how to improve high …
Background For a given prescribed dose of radiotherapy, with the successive generations of
dose calculation algorithms, more monitor units (MUs) are generally needed. This is due to …
dose calculation algorithms, more monitor units (MUs) are generally needed. This is due to …
Impact of dose calculation models on radiotherapy outcomes and quality adjusted life years for lung cancer treatment: do we need to measure radiotherapy outcomes …
A Chaikh, N Docquière, PY Bondiau… - Translational Lung …, 2016 - pmc.ncbi.nlm.nih.gov
Background The equivalent uniform dose (EUD) radiobiological model can be applied for
lung cancer treatment plans to estimate the tumor control probability (TCP) and the normal …
lung cancer treatment plans to estimate the tumor control probability (TCP) and the normal …
A method for evaluation of proton plan robustness towards inter-fractional motion applied to pelvic lymph node irradiation
AG Andersen, O Casares-Magaz, LP Muren… - Acta …, 2015 - Taylor & Francis
Background. The benefit of proton therapy may be jeopardized by dose deterioration caused
by water equivalent path length (WEPL) variations. In this study we introduced a method to …
by water equivalent path length (WEPL) variations. In this study we introduced a method to …
Gated volumetric-modulated arc therapy vs. tumor-tracking CyberKnife radiotherapy as stereotactic body radiotherapy for hepatocellular carcinoma: A dosimetric …
Purpose To assess the potential dosimetric benefits associated with the CyberKnife (CK)
tumor tracking capability, wherein an extra margin for respiratory tumor motion is not …
tumor tracking capability, wherein an extra margin for respiratory tumor motion is not …