Real-time tumour tracking in particle therapy: technological developments and future perspectives

M Riboldi, R Orecchia, G Baroni - The lancet oncology, 2012 - thelancet.com
A key challenge in radiation oncology is accurate delivery of the prescribed dose to tumours
that move because of respiration. Tumour tracking involves real-time target localisation and …

A feasibility of respiration prediction based on deep Bi-LSTM for real-time tumor tracking

R Wang, X Liang, X Zhu, Y Xie - IEEE Access, 2018 - ieeexplore.ieee.org
In radiotherapy, the position of thoracic-abdominal tumor is changing due to respiratory
motion. Real-time tracking of thoracic-abdominal tumors is of great significance in improving …

Towards real-time respiratory motion prediction based on long short-term memory neural networks

H Lin, C Shi, B Wang, MF Chan… - Physics in Medicine & …, 2019 - iopscience.iop.org
Radiation therapy of thoracic and abdominal tumors requires incorporating the respiratory
motion into treatments. To precisely account for the patient's respiratory motions and predict …

Evaluating and comparing algorithms for respiratory motion prediction

F Ernst, R Dürichen, A Schlaefer… - Physics in Medicine & …, 2013 - iopscience.iop.org
In robotic radiosurgery, it is necessary to compensate for systematic latencies arising from
target tracking and mechanical constraints. This compensation is usually achieved by …

Real-time liver tracking algorithm based on LSTM and SVR networks for use in surface-guided radiation therapy

G Wang, Z Li, G Li, G Dai, Q Xiao, L Bai, Y He, Y Liu… - Radiation …, 2021 - Springer
Background Surface-guided radiation therapy can be used to continuously monitor a
patient's surface motions during radiotherapy by a non-irradiating, noninvasive optical …

ITV, mid-ventilation, gating or couch tracking–A comparison of respiratory motion-management techniques based on 4D dose calculations

S Ehrbar, A Jöhl, A Tartas, LS Stark, O Riesterer… - Radiotherapy and …, 2017 - Elsevier
Purpose Respiratory motion-management techniques (MMT) aim to ensure tumor dose
coverage while sparing lung tissue. Dynamic treatment-couch tracking of the moving tumor …

[HTML][HTML] Review of robotic systems for thoracoabdominal puncture interventional surgery

C Wang, L Guo, J Zhu, L Zhu, C Li, H Zhu, A Song… - APL …, 2024 - pubs.aip.org
Cancer, with high morbidity and high mortality, is one of the major burdens threatening
human health globally. Intervention procedures via percutaneous puncture have been …

Feasibility of predicting tumor motion using online data acquired during treatment and a generalized neural network optimized with offline patient tumor trajectories

TP Teo, SB Ahmed, P Kawalec, N Alayoubi… - Medical …, 2018 - Wiley Online Library
Purpose The accurate prediction of intrafraction lung tumor motion is required to
compensate for system latency in image‐guided adaptive radiotherapy systems. The goal of …

Development and evaluation of a prototype tracking system using the treatment couch

S Lang, J Zeimetz, G Ochsner… - Medical …, 2014 - Wiley Online Library
Purpose: Tumor motion increases safety margins around the clinical target volume and
leads to an increased dose to the surrounding healthy tissue. The authors have developed …

LGEANet: LSTM‐global temporal convolution‐external attention network for respiratory motion prediction

K Zhang, J Yu, J Liu, Q Li, S Jin, Z Su, X Xu… - Medical …, 2023 - Wiley Online Library
Purpose To develop a deep learning network that treats the three‐dimensional respiratory
motion signals as a whole and considers the inter‐dimensional correlation between signals …