Cover Image

Benchmarking machine learning‐based real‐time respiratory signal predictors in 4D SBRT

Fuente: Wiley Open Access

Saved in:

Bibliographic Details
Main Authors:	Lukas Wimmert, Maximilian Nielsen, Frederic Madesta, Tobias Gauer, Christian Hofmann, Rene Werner
Format:	Artículo Open Access
Published:	Wiley 2024
Subjects:	Medical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Oriented histogram-based vector field embedding for characterizing 4D CT data sets in radiotherapy
by: Madesta, Frederic, et al.
Published: (2024)

Deep learning-based conditional inpainting for restoration of artifact-affected 4D CT images
by: Madesta, Frederic, et al.
Published: (2022)

Impact of breathing signal‐guided dose modulation on step‐and‐shoot 4D CT image reconstruction
by: Lukas Wimmert, et al.
Published: (2024)

Stability analysis of patient‐specific 4DCT‐ and 4DCBCT‐based correspondence models
by: Laura Esther Büttgen, et al.
Published: (2024)

Deep learning‐based dual‐domain reconstruction for nonstop gated CBCT in respiratory gating lung SBRT
by: Mitchell Yu, et al.
Published: (2026)

Non‐measured and DVH‐based patient‐specific QA framework for lung SBRT VMAT with machine learning integration
by: Chuan He, et al.
Published: (2025)

Impact of respiratory motion on dose distribution in SIB‐SBRT for lung cancer
by: Lingling Liu, et al.
Published: (2025)

Experimental investigation of real‐time 3D beam's eye view image‐guided radiotherapy for prostate SBRT
by: Danielle Chrystall, et al.
Published: (2025)

Correction to “Experimental investigation of real‐time 3D beam's eye view image‐guided radiotherapy for prostate SBRT”
Published: (2026)

Machine‐learning‐based prediction of respiratory flow and lung volume from real‐time cardiac MRI using MR‐compatible spirometry
by: Halima Malik, et al.
Published: (2025)

Feasibility of patient‐specific quality assurance (PSQA) for real‐time robotic stereotactic body radiotherapy (SBRT) based on tumor motion traces
by: Qianyi Xu, et al.
Published: (2024)

The edge visualization metric: Quantifying the improvement of lung SBRT target definition with 4D CBCT
by: Colton Baley, et al.
Published: (2025)

FLASH-enabled Proton SBRT for a challenging case of spine metastasis
by: Wuyckens, S., et al.
Published: (2024)

Joint estimation of activity, attenuation and motion in respiratory-self-gated time-of-flight PET
by: Elhamiasl, Masoud, et al.
Published: (2024)

Impact of proton PBS machine operating parameters on the effectiveness of layer rescanning for interplay effect mitigation in lung SBRT treatment
by: Xiaoying Liang, et al.
Published: (2024)

Feasibility of markerless real‐time tumor tracking volumetric modulated arc therapy using diaphragm‐based respiratory offset vectors
by: Yukine Shimizu, et al.
Published: (2025)

A clustering‐based approach to address correlated features in predicting genitourinary toxicity from MRI‐guided prostate SBRT
by: Pouyan Rezapoor, et al.
Published: (2025)

Volumetric modulated arc therapy or step-shoot IMRT? A 4D dosimetry study of motion effect in lung SBRT using a dynamic virtual patient model
by: Ma, Tianjun, et al.
Published: (2025)

Evaluation of a prostate SBRT planning workflow using auto‐segmentation and knowledge‐based planning
by: Trisha Jones, et al.
Published: (2025)

Towards machine learning aided real-time range imaging in proton therapy
by: Lerendegui-Marco, Jorge, et al.
Published: (2022)

The status and challenges for prostate SBRT treatments in United States proton therapy centers: An NRG Oncology practice survey
by: Shen, Jiajian, et al.
Published: (2024)

Automated Extraction of Unstructured Post-SBRT Toxicity Data from Radiology Reports Using Large Language Models
by: Pijanowski, Justin, et al.
Published: (2026)

Impact of Monaco sequencing parameters on monitor units, plan quality, and optimization time for Elekta Unity liver SBRT plans
by: Bryan C. Bates, et al.
Published: (2026)

AAPM‐RSS Medical Physics Practice Guideline 9.b: SRS‐SBRT
by: Eileen Cirino, et al.
Published: (2025)

High spatiotemporal‐resolution abdominal 4D‐MRI through respiratory‐synchronized frame collaborative reconstruction
by: Yinghui Wang, et al.
Published: (2025)

Complexity‐based unsupervised machine learning for patient‐specific VMAT quality assurance
by: Savino Cilla, et al.
Published: (2025)

Dosimetric evaluation in Helical TomoTherapy for lung SBRT using Monte Carlo‐based independent dose verification software
by: Takahiro Kosaka, et al.
Published: (2024)

Retrospective 4D‐CT binning based on concurrent non‐contact respiratory and cardiac phase tracking using millimeter wave (mmWave) radar
by: Jingxuan Zhu, et al.
Published: (2025)

Linac‐ and CyberKnife‐based MRI‐only treatment planning of prostate SBRT using an optimized synthetic CT calibration curve
by: Jessica Scholey, et al.
Published: (2024)

Adaptive‐driven CT simulation‐free multi‐fraction SBRT radiotherapy: Initial clinical experience
by: V. N. Malkov, et al.
Published: (2025)

Credentialing of small‐field dosimetry for the lung SBRT in Japan Clinical Oncology Group clinical trial
by: Daisuke Kawahara, et al.
Published: (2026)

A hybrid IGRT workflow using SGRT and CBCT for prostate SBRT: Feasibility, efficiency, and safety
by: Juergen Meyer, et al.
Published: (2025)

Real-time, inline quantitative MRI enabled by scanner-integrated machine learning: a proof of principle with NODDI
by: Rot, Samuel, et al.
Published: (2025)

The dependency of beam‐on‐time efficiency on respiration period and layer switching time for respiratory gating proton therapy of liver cancer
by: Kwanghyun Jo, et al.
Published: (2025)

An Integrated Biological Optimization framework for proton SBRT FLASH treatment planning allows dose, dose rate, and LET optimization using patient-specific ridge filters
by: Liu, Ruirui, et al.
Published: (2022)

Benchmarking deep learning‐based low‐dose CT image denoising algorithms
by: Elias Eulig, et al.
Published: (2024)

Unsupervised deep learning‐based 4DCT deformable image registration and carbon‐ion 4D dose calculation
by: Xiaoyan An, et al.
Published: (2026)

Prediction of electron‐solid interaction parameters using machine learning
by: Fatemeh Akbari
Published: (2024)

Commissioning of respiratory‐gated 4D dynamic dose calculations for various gating widths without spot timestamp in proton pencil beam scanning
by: Yuki Tominaga, et al.
Published: (2025)

Feasibility of ultra‐low‐dose volumetric 4D‐CT with frame averaging for high‐fidelity respiratory motion assessment and improved image quality
by: Timothy Yau, et al.
Published: (2025)