Voxel-based population analysis for correlating local dose and rectal toxicity in prostate cancer radiotherapy

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Physics in Medicine and Biology

• Publication date

  2013-03-26

• Fields of study

  Medicine, Physics, Engineering

• Identifiers
  DOI 10.1088/0031-9155/58/8/2581PMID 23528429PMCID PMC3984588
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Statistical parametric mapping

  2013cited by this paper
• Inter-individual organ-driven CT registration for dose mapping in prostate cancer radiotherapy

  2012cited by this paper
• Selecting appropriate voxel-based methods for neuroimaging studies

  2012cited by this paper
• Modeling late rectal toxicities based on a parameterized representation of the 3D dose distribution

  2011cited by this paper
• Radiobiological impact of reduced margins and treatment technique for prostate cancer in terms of tumor control probability (TCP) and normal tissue complication probability (NTCP).

  2011cited by this paper
• 70 Gy versus 80 Gy in localized prostate cancer: 5-year results of GETUG 06 randomized trial.

  2011cited by this paper
• A VTK Algorithm for the Computation of the Hausdorff Distance

  2011cited by this paper
• Evaluation of multi-atlas-based segmentation of CT scans in prostate cancer radiotherapy

  2011cited by this paper
• Evaluation of inter-individual pelvic CT-scans registration

  2011cited by this paper
• Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of Populations

  2011cited by this paper
• Spatial Characterization and Classification of Rectal Bleeding in Prostate Cancer Radiotherapy with a Voxel-Based Principal Components Analysis Model for 3D Dose Distribution

  2011cited by this paper
• Computer graphics and image processing

  2010cited by this paper
• The efficacy of a voxel-based morphometry on the analysis of imaging in schizophrenia, temporal lobe epilepsy, and Alzheimer's disease/mild cognitive impairment: a review

  2010cited by this paper
• Urinary obstruction in prostate cancer patients from the Dutch trial (68 Gy vs. 78 Gy): relationships with local dose, acute effects, and baseline characteristics.

  2010cited by this paper
• Randomized trial comparing conventional-dose with high-dose conformal radiation therapy in early-stage adenocarcinoma of the prostate: long-term results from proton radiation oncology group/american college of radiology 95-09.

  2010cited by this paper
• Assessing selection methods in the context of multi-atlas based segmentation

  2010cited by this paper
• Relating dose outside the prostate with freedom from failure in the Dutch trial 68 Gy vs. 78 Gy.

  2010cited by this paper
• Evaluation of late rectal toxicity after conformal radiotherapy for prostate cancer : A comparison between dose-volume constraints and NTCP use (Original Article)

  2009cited by this paper
• Image-guided Radiation Therapy (IGRT) in Prostate Cancer: Preliminary Results in Prostate Registration and Acute Toxicity of a Randomized Study

  2009cited by this paper
• Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy

  2009cited by this paper
• Predictive models of toxicity in external radiotherapy

  2009cited by this paper
• Dose-volume effects for normal tissues in external radiotherapy: pelvis.

  2009cited by this paper
• Subject-Matched Templates for Spatial Normalization

  2009cited by this paper
• Evaluation of late rectal toxicity after conformal radiotherapy for prostate cancer

  2009cited by this paper
• Assessing correlations between the spatial distribution of the dose to the rectal wall and late rectal toxicity after prostate radiotherapy: an analysis of data from the MRC RT01 trial (ISRCTN 47772397)

  2009cited by this paper
• Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: An MRI study of 676 AD, MCI, and normal subjects

  2008cited by this paper
• Intensity-modulated radiotherapy as primary therapy for prostate cancer: report on acute toxicity after dose escalation with simultaneous integrated boost to intraprostatic lesion.

  2008cited by this paper
• Clinical and dosimetric predictors of late rectal syndrome after 3D-CRT for localized prostate cancer: preliminary results of a multicenter prospective study.

  2008cited by this paper
• [Voxel-based morphometric study of brain structure in Alzheimer's disease].

  2008cited by this paper
• Anatomical and functional alterations in semantic dementia: a voxel-based MRI and PET study.

  2007cited by this paper
• Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration

  2007cited by this paper
• Efficient Selection of the Most Similar Image in a Database for Critical Structures Segmentation

  2007cited by this paper
• Incidence of late rectal bleeding in high-dose conformal radiotherapy of prostate cancer using equivalent uniform dose-based and dose-volume-based normal tissue complication probability models.

  2007cited by this paper
• Principal component analysis-based pattern analysis of dose-volume histograms and influence on rectal toxicity.

  2007cited by this paper
• Relationships between rectal wall dose-volume constraints and radiobiologic indices of toxicity for patients with prostate cancer.

  2007cited by this paper
• Optimum template selection for atlas-based segmentation

  2007cited by this paper
• Clustering by Passing Messages Between Data Points

  2007cited by this paper
• Experience-driven dose-volume histogram maps of NTCP risk as an aid for radiation treatment plan selection and optimization.

  2007cited by this paper
• Direct voxel-based comparison between grey matter hypometabolism and atrophy in Alzheimer's disease.

  2007cited by this paper
• Rectal bleeding, fecal incontinence, and high stool frequency after conformal radiotherapy for prostate cancer: normal tissue complication probability modeling.

  2006cited by this paper
• IMRT: improvement in treatment planning efficiency using NTCP calculation independent of the dose-volume-histogram.

  2006cited by this paper
• Modelling individual geometric variation based on dominant eigenmodes of organ deformation: implementation and evaluation

  2005cited by this paper
• Fitting late rectal bleeding data using different NTCP models: results from an Italian multi-centric study (AIROPROS0101).

  2004cited by this paper
• Sensitivity of treatment plan optimisation for prostate cancer using the equivalent uniform dose (EUD) with respect to the rectal wall volume parameter.

  2004cited by this paper
• Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains

  2004cited by this paper
• Relationships between DVHs and late rectal bleeding after radiotherapy for prostate cancer: analysis of a large group of patients pooled from three institutions.

  2002cited by this paper
• Rectal sequelae after conformal radiotherapy of prostate cancer: dose-volume histograms as predictive factors.

  2001cited by this paper
• Endoscopic scoring of late rectal mucosal damage after conformal radiotherapy for prostatic carcinoma.

  2000cited by this paper
• Voxel-based morphometry--the methods.

  2000cited by this paper
• Image matching as a diffusion process: an analogy with Maxwell's demons

  1998cited by this paper
• Dose-volume histograms for bladder and rectum.

  1997cited by this paper
• Morphometric analysis of white matter lesions in MR images: method and validation

  1994cited by this paper
• Statistical parametric maps in functional imaging: A general linear approach

  1994cited by this paper
• Comparing Images Using the Hausdorff Distance

  1993cited by this paper
• Late rectal bleeding following combined X-ray and proton high dose irradiation for patients with stages T3-T4 prostate carcinoma.

  1993cited by this paper
• Euclidean distance mapping

  1980cited by this paper
• Dimension und äußeres Maß

  1918cited by this paper
• Ieee Transactions on Pattern Analysis and Machine Intelligence 1 Simultaneous Registration of Multiple Images: Similarity Metrics and Efficient Optimization

  year unknowncited by this paper

• Tumor-conditioned inter-patient registration using planning computed tomography for voxel-based analysis to predict radiation pneumonitis in lung cancer patients

  2026cites this paper
• Limitations and future directions in identifying risk factors for radiotherapy related pelvic insufficiency fractures in gynecological cancers: A scoping review.

  2026cites this paper
• Integration of Dose Surface Maps and Genetic Data Identifies the Lower Posterior Rectum as a Key Region for Toxicity after Prostate Cancer Radiotherapy

  2025cites this paper
• Dose-response mapping of bladder and rectum in prostate cancer patients undergoing radiotherapy with and without baseline toxicity correction

  2025cites this paper
• Let's play POLO: Integrating the probability of lesion origin into proton treatment plan optimization for low-grade glioma patients

  2025influential citation
• Applying voxel‐based analysis to oropharyngeal cancer proton therapy patients: A correlation study on radiation‐induced acute dysphagia

  2025cites this paper
• Voxel-Based Dose–Toxicity Modeling for Predicting Post-Radiotherapy Toxicity: A Critical Perspective

  2025cites this paper
• Exploring the impact of pelvic radiotherapy dose distribution on lymphocyte counts: a voxel-based analysis

  2025cites this paper
• Predictive Factors for Gastrointestinal and Genitourinary Toxicities in Prostate Cancer External Beam Radiotherapy: A Scoping Review

  2025cites this paper
• New rectum dose surface mapping methodology to identify rectal subregions associated with toxicities following prostate cancer radiotherapy

  2025cites this paper
• Unveiling regions associated with acute and late breast side-effects from breast radiotherapy using voxel-wise image-based data mining analysis.

  2025cites this paper
• CT- and MR-based image-based data mining are consistent in the brain.

  2024cites this paper
• Radiation-induced gastrointestinal and cutaneous injuries: understanding models, pathologies, assessments, and clinically accepted practices

  2024cites this paper
• More than one way to skin a dose volume: the impact of dose-surface map calculation approach on study reproducibility

  2024cites this paper
• Voxel-wise analysis: A powerful tool to predict radio-induced toxicity and potentially perform personalised planning in radiotherapy.

  2023cites this paper
• Experimental validation of a novel method of dose accumulation for the rectum

  2023cites this paper
• Feature Importance Analysis of a Deep Learning Model for Predicting Late Bladder Toxicity Occurrence in Uterine Cervical Cancer Patients

  2023cites this paper
• MAMBA - multi-pAradigM voxel-based analysis: A computational cookbot.

  2023cites this paper
• Selective sparing of bladder and rectum sub-regions in radiotherapy of prostate cancer combining knowledge-based automatic planning and multicriteria optimization

  2023cites this paper
• Voxel-based analysis: roadmap for clinical translation.

  2023cites this paper
• Dysphagia at 1 Year is Associated With Mean Dose to the Inferior Section of the Brain Stem

  2023cites this paper
• Image-based data mining applies to data collected from children

  2022cites this paper
• Spatial descriptions of radiotherapy dose: normal tissue complication models and statistical associations

  2021cites this paper
• Atlas construction and spatial normalisation to facilitate radiation-induced late effects research in childhood cancer

  2021cites this paper
• A self-adaptive prescription dose optimization algorithm for radiotherapy

  2021cites this paper
• Rectal and Urethro-vesical Subregions for Toxicity Prediction After Prostate Cancer Radiotherapy: validation of voxel-based models in an independent population.

  2020cites this paper
• Journal Pre-proof Reduced dose posterior to prostate correlates with increased PSA progression in voxel-based analysis of 3 randomised phase 3 trials to prostate with increased in voxel-based analysis 3

  2020cites this paper
• Toxicity in patients treated with permanent prostate brachytherapy using intraoperatively built custom-linked seeds versus loose seeds

  2020cites this paper
• Relationships between rectal and perirectal doses and rectal bleeding or tenesmus in pooled voxel-based analysis of 3 randomised phase III trials.

  2020cites this paper
• Planning With Patient-Specific Rectal Sub-Region Constraints Decreases Probability of Toxicity in Prostate Cancer Radiotherapy

  2020cites this paper
• Local Dose Effects for Late Gastrointestinal Toxicity After Hypofractionated and Conventionally Fractionated Modern Radiotherapy for Prostate Cancer in the HYPRO Trial

  2020cites this paper
• Reduced dose posterior to prostate correlates with increased PSA progression in voxel-based analysis of 3 randomised phase 3 trials.

  2020cites this paper
• Deep learning for identification of critical regions associated with toxicities after liver stereotactic body radiation therapy.

  2020cites this paper
• Image Based Data Mining Using Per-voxel Cox Regression

  2020cites this paper
• Local dose analysis to predict acute and late urinary toxicities after prostate cancer radiotherapy: Assessment of cohort and method effects.

  2020cites this paper
• [Improvement Prediction on Contour Deformation Accuracy Using Deformable Image Registration Results Compared to Rigid Image Registration Results].

  2020cites this paper
• Voxel-based analysis in radiation oncology: A methodological cookbook.

  2020influential citation
• Associations between voxel-level accumulated dose and rectal toxicity in prostate radiotherapy

  2020cites this paper
• Normal tissue complication probability (NTCP) models for modern radiation therapy.

  2019cites this paper
• Voxel-Based Analysis for Identification of Urethrovesical Subregions Predicting Urinary Toxicity After Prostate Cancer Radiation Therapy.

  2019cites this paper
• PACE: A Probabilistic Atlas for Normal Tissue Complication Estimation in Radiation Oncology

  2019cites this paper
• Dosimetry and Gastrointestinal Toxicity Relationships in a Phase II Trial of Pelvic Lymph Node Radiotherapy in Advanced Localised Prostate Cancer

  2019cites this paper
• Deformable image registration for radiation therapy: principle, methods, applications and evaluation

  2019cites this paper
• Spatial signature of dose patterns associated with acute radiation-induced lung damage in lung cancer patients treated with stereotactic body radiation therapy

  2019cites this paper
• Patterns in ano-rectal dose maps and the risk of late toxicity after prostate IMRT

  2019cites this paper
• New approaches for effective and safe pelvic radiotherapy in high-risk prostate cancer

  2019cites this paper
• Assessing localised dosimetric effects due to unplanned gas cavities during pelvic MR-guided Radiotherapy using Monte Carlo simulations.

  2019cites this paper
• A novel framework for spatial normalization of dose distributions in voxel-based analyses of brain irradiation outcomes.

  2019cites this paper
• Early Detection of Cardiovascular Changes After Radiotherapy for Breast Cancer: Protocol for a European Multicenter Prospective Cohort Study (MEDIRAD EARLY HEART Study)

  2018cites this paper
• Image-based Data Mining to Probe Dosimetric Correlates of Radiation-induced Trismus.

  2018cites this paper
• Geometric distortion correction in prostate diffusion‐weighted MRI and its effect on quantitative apparent diffusion coefficient analysis

  2018cites this paper
• Inter-patient image registration algorithms to disentangle regional dose bioeffects

  2018cites this paper
• Modeling Urinary Dysfunction After External Beam Radiation Therapy of the Prostate Using Bladder Dose-Surface Maps: Evidence of Spatially Variable Response of the Bladder Surface.

  2017influential citation
• Delivered dose can be a better predictor of rectal toxicity than planned dose in prostate radiotherapy

  2017cites this paper
• Spatial dose-response models of rectal toxicities for patients undergoing prostate radiotherapy

  2017influential citation
• Modelling urinary dysfunction following external beam radiotherapy of the prostate based on bladder dose-surface maps : evidence of spatially-variable response of the bladder surface

  2017cites this paper
• Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy.

  2017cites this paper
• Increasing the power of tumour control and normal tissue complication probability modelling in radiotherapy: recent trends and current issues

  2017cites this paper
• Normal tissue complication probability modelling

  2017cites this paper
• Spatial features of dose–surface maps from deformably-registered plans correlate with late gastrointestinal complications

  2017cites this paper
• Optimising adaptive radiotherapy for head and neck cancer

  2017cites this paper
• Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients

  2017cites this paper
• First application of a pixel-wise analysis on bladder dose-surface maps in prostate cancer radiotherapy.

  2016cites this paper
• Interindividual registration and dose mapping for voxelwise population analysis of rectal toxicity in prostate cancer radiotherapy.

  2016cites this paper
• Characterising and modelling the normal tissue effects associated with prostate cancer radiotherapy

  2016cites this paper
• Characterization of Bladder Motion and Deformation in Prostate Cancer Radiotherapy

  2016cites this paper
• Bladder spatial-dose descriptors correlate with acute urinary toxicity after radiation therapy for prostate cancer.

  2016cites this paper
• A Voxel-Based Approach to Explore Local Dose Differences Associated With Radiation-Induced Lung Damage.

  2016influential citation
• Identification of a rectal subregion highly predictive of rectal bleeding in prostate cancer IMRT.

  2016cites this paper
• Early detection and prediction of cardiotoxicity after radiation therapy for breast cancer: the BACCARAT prospective cohort study

  2016cites this paper
• Prostate external beam radiotherapy combined with high-dose-rate brachytherapy: dose-volume parameters from deformably-registered plans correlate with late gastrointestinal complications

  2016cites this paper
• On feature extraction and classification in prostate cancer radiotherapy using tensor decompositions.

  2015influential citation
• Comparison and limitations of DVH-based NTCP models derived from 3D-CRT and IMRT data for prediction of gastrointestinal toxicities in prostate cancer patients by using propensity score matched pair analysis.

  2015cites this paper
• Discriminant nonnegative matrix factorization for classification of rectal bleeding in prostate cancer radiotherapy

  2015cites this paper
• A Novel Classification Method for Prediction of Rectal Bleeding in Prostate Cancer Radiotherapy Based on a Semi-Nonnegative ICA of 3D Planned Dose Distributions

  2015cites this paper
• Recent advancements in toxicity prediction following prostate cancer radiotherapy

  2015cites this paper
• Segmentation of pelvic structures for planning CT using a geometrical shape model tuned by a multi-scale edge detector

  2014cites this paper
• Predictive models for side effects following radiotherapy for prostate cancer

  2014cites this paper
• Characterization and Modelling of Complex Motion Patterns

  2014cites this paper
• Opportunities for image analysis in radiation oncology

  2014cites this paper
• The distance discordance metric—a novel approach to quantifying spatial uncertainties in intra- and inter-patient deformable image registration

  2014cites this paper
• A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy

  2013cites this paper
• How to identify rectal sub-regions likely involved in rectal bleeding in prostate cancer radiotherapy

  2013cites this paper
• Feature extraction and classification for rectal bleeding in prostate cancer radiotherapy: A PCA based method

  2013cites this paper
• Multicriteria optimization of the spatial dose distribution.

  2013cites this paper