Cargando…

Deep learning‐based digitization of prostate brachytherapy needles in ultrasound images

PURPOSE: To develop, and evaluate the performance of, a deep learning‐based three‐dimensional (3D) convolutional neural network (CNN) artificial intelligence (AI) algorithm aimed at finding needles in ultrasound images used in prostate brachytherapy. METHODS: Transrectal ultrasound (TRUS) image volu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Andersén, Christoffer, Rydén, Tobias, Thunberg, Per, Lagerlöf, Jakob H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley and Sons Inc. 2020
Materias:	EMERGING IMAGING AND THERAPY MODALITIES
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7821271/ https://www.ncbi.nlm.nih.gov/pubmed/33012023 http://dx.doi.org/10.1002/mp.14508

Ejemplares similares

Explainability and controllability of patient‐specific deep learning with attention‐based augmentation for markerless image‐guided radiotherapy
por: Terunuma, Toshiyuki, et al.
Publicado: (2022)

Deep learning methods for enhancing cone‐beam CT image quality toward adaptive radiation therapy: A systematic review
por: Rusanov, Branimir, et al.
Publicado: (2022)

Fast contour propagation for MR‐guided prostate radiotherapy using convolutional neural networks
por: Eppenhof, K.A.J., et al.
Publicado: (2020)

The minimal FLASH sparing effect needed to compensate the increase of radiobiological damage due to hypofractionation for late‐reacting tissues
por: Böhlen, Till Tobias, et al.
Publicado: (2022)

A preclinical microbeam facility with a conventional x‐ray tube
por: Bartzsch, Stefan, et al.
Publicado: (2016)

A pencil beam algorithm for magnetic resonance image‐guided proton therapy
por: Padilla‐Cabal, Fatima, et al.
Publicado: (2018)

Charged‐particle emission tomography
por: Ding, Yijun, et al.
Publicado: (2017)

Reproducibility of the lung anatomy under active breathing coordinator control: Dosimetric consequences for scanned proton treatments
por: den Otter, Lydia A., et al.
Publicado: (2018)

Single-energy computed tomography-based pulmonary perfusion imaging: Proof-of-principle in a canine model
por: Yamamoto, Tokihiro, et al.
Publicado: (2016)

Comparison of GPU reconstruction based on different symmetries for dual‐head PET
por: Meng, Fanzhen, et al.
Publicado: (2019)

Multifrequency magnetic particle imaging enabled by a combined passive and active drive field feed‐through compensation approach
por: Pantke, Dennis, et al.
Publicado: (2019)

Development of a novel high quantum efficiency MV x‐ray detector for image‐guided radiotherapy: A feasibility study
por: Liu, Jian, et al.
Publicado: (2019)

A framework for defining FLASH dose rate for pencil beam scanning
por: Folkerts, Michael M., et al.
Publicado: (2020)

Three‐dimensional MRI‐based treatment planning approach for non‐invasive ocular proton therapy
por: Fleury, E., et al.
Publicado: (2021)

Technical Note: Patient dose from kilovoltage radiographs during motion‐synchronized treatments on Radixact(®)
por: Ferris, William S., et al.
Publicado: (2020)

Range probing as a quality control tool for CBCT‐based synthetic CTs: In vivo application for head and neck cancer patients
por: Seller Oria, Carmen, et al.
Publicado: (2021)

Findings of the AAPM Ad Hoc committee on magnetic resonance imaging in radiation therapy: Unmet needs, opportunities, and recommendations
por: McGee, Kiaran P., et al.
Publicado: (2021)

Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
por: Taasti, Vicki Trier, et al.
Publicado: (2021)

Characterization of the HollandPTC proton therapy beamline dedicated to uveal melanoma treatment and an interinstitutional comparison
por: Fleury, Emmanuelle, et al.
Publicado: (2021)

Robust dose‐painting‐by‐numbers vs. nonselective dose escalation for non‐small cell lung cancer patients
por: Petit, Steven F., et al.
Publicado: (2021)

A 3D cine‐MRI acquisition technique and image analysis framework to quantify bowel motion demonstrated in gynecological cancer patients
por: Barten, Danique L.J., et al.
Publicado: (2021)

SimPET—An open online platform for the Monte Carlo simulation of realistic brain PET data. Validation for (18)F‐FDG scans
por: Paredes‐Pacheco, José, et al.
Publicado: (2021)

Combined proton–photon therapy for non‐small cell lung cancer
por: Amstutz, Florian, et al.
Publicado: (2022)

Generating patient‐matched 3D‐printed pedicle screw and laminectomy drill guides from Cone Beam CT images: Studies in ovine and porcine cadavers
por: Kanawati, Andrew, et al.
Publicado: (2022)

Improved resolution of D‐bar images of ventilation using a Schur complement property and an anatomical atlas
por: Santos, Talles Batista Rattis, et al.
Publicado: (2022)

Radiation shielding assessment of high‐energy proton imaging at a proton therapy facility
por: Penfold, Scott N.
Publicado: (2022)

A hybrid 2D/4D‐MRI methodology using simultaneous multislice imaging for radiotherapy guidance
por: Keijnemans, Katrinus, et al.
Publicado: (2022)

Motion artifacts assessment and correction using optical tracking in synchrotron radiation breast CT
por: Brombal, Luca, et al.
Publicado: (2021)

Shape accuracy of fiber optic sensing for medical devices characterized in bench experiments
por: Megens, Mischa, et al.
Publicado: (2021)

Technical note: Tracking target/chest relationship changes during motion‐synchronized tomotherapy treatments
por: Ferris, William S., et al.
Publicado: (2022)

Implementation and experimental validation of a robust hybrid direct aperture optimization approach for mixed‐beam radiotherapy
por: Heath, Emily, et al.
Publicado: (2021)

Breast radiotherapy with kilovoltage photons and gold nanoparticles as radiosensitizer: An in vitro study
por: Tudda, Alessia, et al.
Publicado: (2021)

Experimental demonstration of improved magnetorelaxometry imaging performance using optimized coil configurations
por: Schier, Peter, et al.
Publicado: (2022)

Technical note: Validation of an ultrahigh dose rate pulsed electron beam monitoring system using a current transformer for FLASH preclinical studies
por: Gonçalves Jorge, Patrik, et al.
Publicado: (2022)

Adaptive carbon ion radiotherapy for locally advanced non‐small cell lung cancer: Organ‐sparing potential and target coverage
por: Jia, Shubing, et al.
Publicado: (2022)

Radioluminescence imaging feasibility for robotic radiosurgery field size quality assurance
por: Shakarami, Zahra, et al.
Publicado: (2022)

Design of a filtration system to improve the dose distribution of an accelerator‐based neutron capture therapy system
por: Hu, Naonori, et al.
Publicado: (2022)

Pre‐treatment analysis of non‐rigid variations can assist robust intensity‐modulated proton therapy plan selection for head and neck patients
por: Zhang, Ying, et al.
Publicado: (2022)

On the feasibility of cardiac substructure sparing in magnetic resonance imaging guided stereotactic lung radiotherapy
por: van der Pol, Luuk H.G., et al.
Publicado: (2022)

Modal analysis
por: He, Jimin
Publicado: (2001)

Cannot write session to /tmp/vufind_sessions/sess_dkaf1hseu984qchscpjivnm3ld