Cargando…

Feasibility evaluation of novel AI‐based deep‐learning contouring algorithm for radiotherapy

PURPOSE: To evaluate the clinical feasibility of the Siemens Healthineers AI‐Rad Companion Organs RT VA30A (Organs‐RT) auto‐contouring algorithm for organs at risk (OARs) of the pelvis, thorax, and head and neck (H&N). METHODS: Computed tomography (CT) datasets from 30 patients (10 pelvis, 10 th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Maduro Bustos, Luis A., Sarkar, Abhirup, Doyle, Laura A., Andreou, Kelly, Noonan, Jodie, Nurbagandova, Diana, Shah, SunJay A., Irabor, Omoruyi Credit, Mourtada, Firas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2023
Materias:	Radiation Oncology Physics
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647981/ https://www.ncbi.nlm.nih.gov/pubmed/37464581 http://dx.doi.org/10.1002/acm2.14090

Ejemplares similares

Leveraging the Global Health Service Partnership Model for Workforce Development in Global Radiation Oncology
por: Irabor, Omoruyi Credit, et al.
Publicado: (2017)

Can the Adoption of Hypofractionation Guidelines Expand Global Radiotherapy Access? An Analysis for Breast and Prostate Radiotherapy
por: Irabor, Omoruyi Credit, et al.
Publicado: (2020)

The use of LiF (TLD‐100) as an out‐of‐field dosimeter
por: Kry, Stephen F., et al.
Publicado: (2007)

Clinical assessment of a novel machine‐learning automated contouring tool for radiotherapy planning
por: Hu, Yunfei, et al.
Publicado: (2023)

The impact of robustness of deformable image registration on contour propagation and dose accumulation for head and neck adaptive radiotherapy
por: Zhang, Lian, et al.
Publicado: (2018)

Overcoming the cardiac toxicities of cancer therapy immune checkpoint inhibitors
por: Irabor, Omoruyi Credit, et al.
Publicado: (2022)

Investigation into the use of a MOSFET dosimeter as an implantable fiducial marker
por: Kry, Stephen F, et al.
Publicado: (2009)

Dose modification factors for (192)Ir high‐dose‐rate irradiation using Monte Carlo simulations
por: Kassas, Bassel, et al.
Publicado: (2006)

Comparison of a 3D multi‐group [Formula: see text] particle transport code with Monte Carlo for intercavitary brachytherapy of the cervix uteri
por: Gifford, Kent A., et al.
Publicado: (2009)

Dose perturbation due to the polysulfone cap surrounding a Fletcher‐Williamson colpostat
por: Price, Michael J., et al.
Publicado: (2010)

Varian ethos online adaptive radiotherapy for prostate cancer: Early results of contouring accuracy, treatment plan quality, and treatment time
por: Byrne, Mikel, et al.
Publicado: (2021)

Assessment of consistency in contouring of normal‐tissue anatomic structures
por: Collier, Dawn C., et al.
Publicado: (2003)

Salvage Radiosurgery for Recurrent Cardiac Sarcoma: A Case Report
por: Shah, Sophia N, et al.
Publicado: (2023)

Data integrity systems for organ contours in radiation therapy planning
por: Shah, Veeraj P., et al.
Publicado: (2018)

Contour‐based lung dose prediction for breast proton therapy
por: Zeng, Chuan, et al.
Publicado: (2018)

Machine learning for contour classification in TG‐263 noncompliant databases
por: Livermore, David, et al.
Publicado: (2022)

A cardiac contouring atlas for radiotherapy
por: Duane, Frances, et al.
Publicado: (2017)

Contour similarity and its implication on inverse prostate SBRT treatment planning
por: Yan, Chenyu, et al.
Publicado: (2022)

Restricted bowel loop contouring: Improving efficiency in radiotherapy contouring for abdomino-pelvic Stereotactic Ablative Radiotherapy (SABR)
por: Clarke, Eleanor, et al.
Publicado: (2020)

Learning anatomy changes from patient populations to create artificial CT images for voxel‐level validation of deformable image registration
por: Yu, Z. Henry, et al.
Publicado: (2016)

Using advanced information and communication technologies to advance oncology education in Africa
por: Asana, Lydia, et al.
Publicado: (2021)

Interactive contour delineation and refinement in treatment planning of image‐guided radiation therapy
por: Zhou, Wu, et al.
Publicado: (2014)

Effect of skull contours on dose calculations in Gamma Knife Perfexion stereotactic radiosurgery
por: Nakazawa, Hisato, et al.
Publicado: (2014)

Deformable image registration and interobserver variation in contour propagation for radiation therapy planning
por: Riegel, Adam C., et al.
Publicado: (2016)

Methodological approach to create an atlas using a commercial auto‐contouring software
por: Casati, Marta, et al.
Publicado: (2020)

Validation of accuracy deformable image registration contour propagation using a benchmark virtual HN phantom dataset
por: Boyd, Robert, et al.
Publicado: (2021)

The effect of body contouring on the dose distribution delivered with volumetric‐modulated arc therapy technique
por: Lee, Jaegi, et al.
Publicado: (2015)

Automatic contouring QA method using a deep learning–based autocontouring system
por: Rhee, Dong Joo, et al.
Publicado: (2022)

Parametric delineation uncertainties contouring (PDUC) modeling on CT scans of prostate cancer patients
por: Ly, Vi, et al.
Publicado: (2023)

Resection cavity auto‐contouring for patients with pediatric medulloblastoma using only CT information
por: Hernandez, Soleil, et al.
Publicado: (2023)

Feasibility of portal dosimetry for flattening filter‐free radiotherapy
por: Chuter, Robert W., et al.
Publicado: (2016)

Radiotherapy for Langerhans Cell Histiocytosis of Bilateral Eyelids
por: Leveson, James, et al.
Publicado: (2016)

Dosimetric effect of body contour changes for prostate and head and neck volumetric modulated arc therapy plans
por: Sun, Lingyue, et al.
Publicado: (2019)

Evaluation of a commercial DIR platform for contour propagation in prostate cancer patients treated with IMRT/VMAT
por: Hammers, Jacob E., et al.
Publicado: (2020)

Improved dosimetric accuracy with semi‐automatic contour propagation of organs‐at‐risk in glioblastoma patients undergoing chemoradiation
por: Lee, Sangjune, et al.
Publicado: (2019)

Multicenter comparison of measures for quantitative evaluation of contouring in radiotherapy
por: Gooding, Mark J., et al.
Publicado: (2022)

Comparative Study of Hypo-Fractionated Radiotherapy Versus Conventional Radiotherapy in Breast Cancer
por: Narwariya, Abhinav, et al.
Publicado: (2022)

Clinical evidence for synergy between immunotherapy and radiotherapy (SITAR)
por: Gill, Suki, et al.
Publicado: (2022)

Dosimetric comparison of automatically propagated prostate contours with manually drawn contours in MRI-guided radiotherapy: A step towards a contouring free workflow?
por: Sritharan, Kobika, et al.
Publicado: (2022)

Pancreatic Cancer: Feasibility and Outcome After Radiochemotherapy with High Dose External Radiotherapy for Non-resected and R1 Resected Patients
por: Lauffer, David C, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_fkp8u57mhb58cgahlnl6jbrfog