Research map: Quantifying manual edit time in autocontouring via audit log analysis
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Papers in this map
User's guide to correlation coefficients
· Haldun Akoğlu · 2018 · 5938 citations · Cited by this paper
Proton Bragg peak flash stereotactic radiosurgery for recurrent glioblastoma reirradiation
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Evaluation of measures for assessing time-saving of automatic organ-at-risk segmentation in radiotherapy
· Femke Vaassen · 2019 · 211 citations · Cited by this paper
Development of a cost-effective end-to-end commissioning test for simulation-omitted direct-to-unit adaptive radiotherapy
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· Roel J.H.M. Steenbakkers · 2005 · 162 citations · Cited by this paper
Automated annotation error detection and correction for manual two-dimensional cinematic magnetic resonance imaging segmentations using segment anything 2
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Atlas-based automatic segmentation of head and neck organs at risk and nodal target volumes: a clinical validation
· Jean‐François Daisne · 2013 · 154 citations · Cited by this paper
In vivo dosimetry using an electronic portal imaging device for pediatric myeloablative Total body irradiation with volumetric modulated arc therapy
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· Julie van der Veen · 2019 · 139 citations · Cited by this paper
Metabolic and morphological assessment of carbon ion radiotherapy response in sacral chordoma
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Clinical implementation of deep learning contour autosegmentation for prostate radiotherapy
· Elaine Cha · 2021 · 111 citations · Cited by this paper
Translational barriers to digital twins in radiation oncology
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Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures
· Adam Rule · 2022 · 58 citations · Cited by this paper
Feasibility of longitudinal relaxation rate mapping with non-Cartesian sampling and compressed sensing on a 1.5 T magnetic resonance linear accelerator
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Novel Autosegmentation Spatial Similarity Metrics Capture the Time Required to Correct Segmentations Better Than Traditional Metrics in a Thoracic Cavity Segmentation Workflow
· Kendall J. Kiser · 2021 · 50 citations · Cited by this paper
Impact of dose reporting modes on dosimetric accuracy in a national end-to-end stereotactic spine radiotherapy audit
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Clinical evaluation of deep learning and atlas‐based auto‐segmentation for critical organs at risk in radiation therapy
· Eddie Gibbons · 2022 · 47 citations · Cited by this paper
Development and validation of a knowledge-based model for robotic radiosurgery planning for brain lesions
· 2026 · Related
Real-world analysis of manual editing of deep learning contouring in the thorax region
· Femke Vaassen · 2022 · 28 citations · Cited by this paper
Monte Carlo-based characterization of proton minibeam radiation therapy across clinically relevant beam parameters
· 2026 · Related
Evaluating the Effectiveness of Deep Learning Contouring across Multiple Radiotherapy Centres
· Zoe Walker · 2022 · 26 citations · Cited by this paper
Multicenter comparison of measures for quantitative evaluation of contouring in radiotherapy
· Mark J. Gooding · 2022 · 17 citations · Cited by this paper
Guidance on selecting and evaluating AI auto-segmentation systems in clinical radiotherapy: insights from a six-vendor analysis
· Branimir Rusanov · 2025 · 17 citations · Cited by this paper
A comprehensive multifaceted technical evaluation framework for implementation of auto-segmentation models in radiotherapy
· Robert Poel · 2025 · 11 citations · Cited by this paper
Real world AI-driven segmentation: Efficiency gains and workflow challenges in radiotherapy
· Ciaran Malone · 2025 · 9 citations · Cited by this paper
Deep learning-assisted interactive contouring of lung cancer: Impact on contouring time and consistency
· Michael J. Trimpl · 2024 · 5 citations · Cited by this paper
Contouring in transition: perceptions of AI-based autocontouring by radiation oncologists and medical physicists in German-speaking countries
· Samuel Moritz Vorbach · 2025 · 5 citations · Cited by this paper
Royal College of Radiologists Guidance Statements on the Use of Auto-contouring in Radiotherapy
· Katherine Mackay · 2025 · 3 citations · Cited by this paper
Feasibility of automated AI-based contouring and stable radiomic feature assessment by HyperSight-CBCT Imaging for adaptive high-precision radiotherapy of prostate cancer
· Ralf L. J. Schmidt · 2026 · 3 citations · Cited by this paper
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