Online adaptive planning methods for intensity-modulated radiotherapy

Z Qiu, S Olberg, D den Hertog, A Ajdari… - Physics in Medicine …, 2023 - iopscience.iop.org
Online adaptive radiation therapy aims at adapting a patient's treatment plan to their current
anatomy to account for inter-fraction variations before daily treatment delivery. As this …

Personalized mid-course fdg-pet based adaptive treatment planning for non-small cell lung cancer using machine learning and optimization

A Ajdari, Z Liao, R Mohan, X Wei… - Physics in Medicine & …, 2022 - iopscience.iop.org
Objective. Traditional radiotherapy (RT) treatment planning of non-small cell lung cancer
(NSCLC) relies on population-wide estimates of organ tolerance to minimize excess toxicity …

Towards optimal stopping in radiation therapy

A Ajdari, M Niyazi, NH Nicolay, C Thieke, R Jeraj… - Radiotherapy and …, 2019 - Elsevier
A typical fractionated radiotherapy (RT) course is a long and arduous process, demanding
significant financial, physical, and mental commitments from patients. Each additional …

Optimal treatment plan adaptation using mid-treatment imaging biomarkers

SCM Ten Eikelder, P Ferjančič, A Ajdari… - Physics in Medicine …, 2020 - iopscience.iop.org
Previous studies on personalized radiotherapy (RT) have mostly focused on baseline
patient stratification, adapting the treatment plan according to mid-treatment anatomical …

Adjustable robust treatment-length optimization in radiation therapy

SCM Ten Eikelder, A Ajdari, T Bortfeld… - Optimization and …, 2022 - Springer
Traditionally, optimization of radiation therapy (RT) treatment plans has been done before
the initiation of RT course, using population-wide estimates for patients' response to therapy …

[图书][B] Optimal Fractionation in Radiotherapy

A Ghate - 2023 - books.google.com
This monograph provides a mathematically rigorous overview of optimal fractionation in
cancer radiotherapy, which seeks to address the fundamental tradeoff of maximizing tumor …

Response-guided dosing in cancer radiotherapy

A Ghate - Tutorials in Operations Research: Emerging …, 2021 - pubsonline.informs.org
The goal in radiotherapy for cancer is to maximize tumor-kill while limiting toxic effects on
nearby healthy anatomies. This is attempted via spatial localization of the radiation dose …

Scalable Optimization Methods for Incorporating Spatiotemporal Fractionation into Intensity-Modulated Radiotherapy Planning

A Adibi, E Salari - INFORMS Journal on Computing, 2022 - pubsonline.informs.org
It has been recently shown that an additional therapeutic gain may be achieved if a
radiotherapy plan is altered over the treatment course using a new treatment paradigm …

Introduction to Systems Biology and Machine Learning

CD Vandana, S Krupa, CS Kumar - Systems Biology and Machine … - taylorfrancis.com
The Human Genome Project (HGP) brought a revolution in medicine and has fundamentally
altered the field of biology. The concept underlying the HGP first came forth from Renato …

Biologically-based radiation therapy planning and adjustable robust optimization

S ten Eikelder - 2021 - research.tilburguniversity.edu
Radiation therapy is one of the main treatment modalities for various different cancer types.
One of the core components of personalized treatment planning is the inclusion of patient …