Cargando…

Automatic evaluation of contours in radiotherapy planning utilising conformity indices and machine learning

BACKGROUND AND PURPOSE: Peer-review of Target Volume (TV) and Organ at Risk (OAR) contours in radiotherapy planning are typically conducted visually; this can be time consuming and subject to interobserver variation. This study investigated automatic evaluation of contouring using conformity indices...

Descripción completa

Detalles Bibliográficos
Autores principales:	Terparia, Samsara, Mir, Romaana, Tsang, Yat, Clark, Catharine H, Patel, Rushil
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2020
Materias:	Original Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7807884/ https://www.ncbi.nlm.nih.gov/pubmed/33458359 http://dx.doi.org/10.1016/j.phro.2020.10.008

Ejemplares similares

Analysis of Geometric Performance and Dosimetric Impact of Using Automatic Contour Segmentation for Radiotherapy Planning
por: Cao, Minsong, et al.
Publicado: (2020)

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

Optimal number of atlases and label fusion for automatic multi-atlas-based brachial plexus contouring in radiotherapy treatment planning
por: Van de Velde, Joris, et al.
Publicado: (2016)

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)

Association between radiotherapy protocol variations and outcome in the CONVERT trial
por: Mir, Romaana, et al.
Publicado: (2022)

Automated contouring and planning pipeline for hippocampal-avoidant whole-brain radiotherapy
por: Feng, Christine H., et al.
Publicado: (2020)

Multi-center evaluation of dose conformity in stereotactic body radiotherapy
por: Lee, Jonny, et al.
Publicado: (2019)

The clinical evaluation of atlas-based auto-segmentation for automatic contouring during cervical cancer radiotherapy
por: Li, Yi, et al.
Publicado: (2022)

The impact of intra-fractional bladder filling on “Plan of the day” adaptive bladder radiotherapy
por: Krishnan, Aisling, et al.
Publicado: (2019)

Characterization of automatic treatment planning approaches in radiotherapy
por: Wortel, Geert, et al.
Publicado: (2021)

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

A Novel Active Contour Model for MRI Brain Segmentation used in Radiotherapy Treatment Planning
por: Mostaar, Ahmad, et al.
Publicado: (2016)

Contour Fillings—When Are They Indicated?
por: Sage, H. L.
Publicado: (1869)

Contour Fillings—When Are They Indicated?
por: Sage, H. L.
Publicado: (1869)

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

Assessment of contour variability in target volumes and organs at risk in lung cancer radiotherapy
por: Tsang, Yatman, et al.
Publicado: (2019)

Automatic detection of contouring errors using convolutional neural networks
por: Rhee, Dong Joo, et al.
Publicado: (2019)

Automatic contour segmentation of cervical cancer using artificial intelligence
por: Kano, Yosuke, et al.
Publicado: (2021)

Quality assurance for automatically generated contours with additional deep learning
por: Isaksson, Lars Johannes, et al.
Publicado: (2022)

Clinical Validation of Siemens’ Syngo.via Automatic Contouring System
por: Pera, Óscar, et al.
Publicado: (2023)

Deep Edge Detection Methods for the Automatic Calculation of the Breast Contour
por: Freitas, Nuno, et al.
Publicado: (2023)

Training and Validation of Deep Learning-Based Auto-Segmentation Models for Lung Stereotactic Ablative Radiotherapy Using Retrospective Radiotherapy Planning Contours
por: Wong, Jordan, et al.
Publicado: (2021)

Automatic contour propagation using deformable image registration to determine delivered dose to spinal cord in head-and-neck cancer radiotherapy
por: Yeap, P L, et al.
Publicado: (2017)

Implementation of temporal lobe contouring protocol in head and neck cancer radiotherapy planning: A quality improvement project
por: Ho, Francis, et al.
Publicado: (2018)

Real-world validation of Artificial Intelligence-based Computed Tomography auto-contouring for prostate cancer radiotherapy planning
por: Palazzo, Gabriele, et al.
Publicado: (2023)

Automatic Radiotherapy Planning for Glioblastoma Radiotherapy With Sparing of the Hippocampus and nTMS-Defined Motor Cortex
por: Schuermann, Michaela, et al.
Publicado: (2022)

Development and validation of a checklist for use with automatically generated radiotherapy plans
por: Nealon, Kelly A., et al.
Publicado: (2022)

Utilisation of Pareto navigation techniques to calibrate a fully automated radiotherapy treatment planning solution
por: Wheeler, Philip A., et al.
Publicado: (2019)

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

Comparing conformal, arc radiotherapy and helical tomotherapy in craniospinal irradiation planning
por: Myers, Pamela A., et al.
Publicado: (2014)

Automatic contouring system for cervical cancer using convolutional neural networks
por: Rhee, Dong Joo, et al.
Publicado: (2020)

Advanced practice in radiotherapy: How to move to the next level?
por: Tsang, Yat, et al.
Publicado: (2021)

Erratum to “The impact of intra-fractional bladder filling on ‘‘Plan of the day” adaptive bladder radiotherapy” [Tech. Innov. Patient Supp. Radiat. Oncol. 9 (2019) 31–34]
por: Krishnan, Aisling, et al.
Publicado: (2019)

The feasibility of atlas‐based automatic segmentation of MRI for H&N radiotherapy planning
por: Wardman, Kieran, et al.
Publicado: (2016)

Method: automatic segmentation of mitochondria utilizing patch classification, contour pair classification, and automatically seeded level sets
por: Giuly, Richard J, et al.
Publicado: (2012)

Automatic Initialization Active Contour Model for the Segmentation of the Chest Wall on Chest CT
por: Choi, Seokyoon, et al.
Publicado: (2010)

Automatic Cell Segmentation in Cyto- and Histometry Using Dominant Contour Feature Points
por: Pal, U., et al.
Publicado: (1998)

Automatic Cardiac Structure Contouring for Small Datasets with Cascaded Deep Learning Models
por: van den Oever, L. B., et al.
Publicado: (2022)

Utilisation of MD time and future plans
por: Lefèvre, P
Publicado: (1971)

Utilisation of MD time and future plans
por: Lefèvre, P
Publicado: (1971)

Cannot write session to /tmp/vufind_sessions/sess_6hu74fljg7g5bp7peiuvoe9ah7