Artificial intelligence in radiotherapy treatment planning: present and future

C Wang, X Zhu, JC Hong… - Technology in cancer …, 2019 - journals.sagepub.com
Treatment planning is an essential step of the radiotherapy workflow. It has become more
sophisticated over the past couple of decades with the help of computer science, enabling …

Automation in intensity modulated radiotherapy treatment planning—a review of recent innovations

M Hussein, BJM Heijmen, D Verellen… - The British journal of …, 2018 - academic.oup.com
Radiotherapy treatment planning of complex radiotherapy techniques, such as intensity
modulated radiotherapy and volumetric modulated arc therapy, is a resource-intensive …

Experience-based quality control of clinical intensity-modulated radiotherapy planning

KL Moore, RS Brame, DA Low, S Mutic - International Journal of Radiation …, 2011 - Elsevier
PURPOSE: To incorporate a quality control tool, according to previous planning experience
and patient-specific anatomic information, into the intensity-modulated radiotherapy (IMRT) …

Improved planning time and plan quality through multicriteria optimization for intensity-modulated radiotherapy

DL Craft, TS Hong, HA Shih, TR Bortfeld - International Journal of …, 2012 - Elsevier
PURPOSE: To test whether multicriteria optimization (MCO) can reduce treatment planning
time and improve plan quality in intensity-modulated radiotherapy (IMRT). METHODS AND …

Pareto navigation—algorithmic foundation of interactive multi-criteria IMRT planning

M Monz, KH Küfer, TR Bortfeld… - Physics in Medicine & …, 2008 - iopscience.iop.org
Inherently, IMRT treatment planning involves compromising between different planning
goals. Multi-criteria IMRT planning directly addresses this compromising and thus makes it …

Toward fully automated multicriterial plan generation: a prospective clinical study

PWJ Voet, MLP Dirkx, S Breedveld, D Fransen… - International Journal of …, 2013 - Elsevier
PURPOSE: To prospectively compare plans generated with iCycle, an in-house-developed
algorithm for fully automated multicriterial intensity modulated radiation therapy (IMRT) …

Treatment planning optimisation in proton therapy

SE McGowan, NG Burnet… - The British journal of …, 2013 - academic.oup.com
The goal of radiotherapy is to achieve uniform target coverage while sparing normal tissue.
In proton therapy, the same sources of geometric uncertainty are present as in conventional …

Clinical decision support of radiotherapy treatment planning: A data-driven machine learning strategy for patient-specific dosimetric decision making

G Valdes, CB Simone II, J Chen, A Lin, SS Yom… - Radiotherapy and …, 2017 - Elsevier
Background and purpose Clinical decision support systems are a growing class of tools with
the potential to impact healthcare. This study investigates the construction of a decision …

Automated radiotherapy treatment planning

KL Moore - Seminars in radiation oncology, 2019 - Elsevier
The “treatment planning” component of managing a radiotherapy patient currently consumes
hours, even days, of human effort. The time and workforce demands of the current planning …

[图书][B] Grundzüge der Krankenhausbetriebslehre 3. A.

S Fleßa - 2013 - degruyter.com
Ausblick Page 1 Ausblick In den „Grundzügen der Krankenhausbetriebslehre“ haben wir die
wichtigsten Systemelemente und Transformationsprozesse beschrieben. Letztlich müssen alle …