Principal component analysis-based pattern analysis of dose-volume histograms and influence on rectal toxicity.

No abstract is available for this paper.

• Publication year

  2007

• Venue

  International Journal of Radiation Oncology, Biology, Physics

• Publication date

  2007-09-01

• Fields of study

  Medicine

• Identifiers
  DOI 10.1016/J.IJROBP.2007.04.066PMID 17707277
• 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.

• 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, Varimax rotation and cost analysis of volume effects in rectal bleeding in patients treated with 3D-CRT for prostate cancer

  2006cited by this paper
• Use of principal component analysis to evaluate the partial organ tolerance of normal tissues to radiation.

  2005cited by this paper
• Dose-volume analysis of predictors for chronic rectal toxicity after treatment of prostate cancer with adaptive image-guided radiotherapy.

  2005cited by this paper
• Modelling individual geometric variation based on dominant eigenmodes of organ deformation: implementation and evaluation

  2005cited by this paper
• Phase II dose escalation study of image-guided adaptive radiotherapy for prostate cancer: use of dose-volume constraints to achieve rectal isotoxicity.

  2005cited by this paper
• Dose-volume response analyses of late rectal bleeding after radiotherapy for prostate cancer.

  2004cited by this paper
• Fitting late rectal bleeding data using different NTCP models: results from an Italian multi-centric study (AIROPROS0101).

  2004cited by this paper
• Automated model-based organ delineation for radiotherapy planning in prostatic region.

  2004cited by this paper
• Impact of mean rectal dose on late rectal bleeding after conformal radiotherapy for prostate cancer: dose-volume effect.

  2003cited by this paper
• Improvement in dose escalation using the process of adaptive radiotherapy combined with three-dimensional conformal or intensity-modulated beams for prostate cancer.

  2001cited by this paper
• Late rectal bleeding after conformal radiotherapy of prostate cancer. II. Volume effects and dose-volume histograms.

  2001cited by this paper
• An off-line strategy for constructing a patient-specific planning target volume in adaptive treatment process for prostate cancer.

  2000cited by this paper
• Late rectal toxicity after conformal radiotherapy of prostate cancer (I): multivariate analysis and dose-response.

  2000cited by this paper
• Estimation of the incidence of late bladder and rectum complications after high-dose (70-78 GY) conformal radiotherapy for prostate cancer, using dose-volume histograms.

  1998cited by this paper
• Reporting and analyzing dose distributions: a concept of equivalent uniform dose.

  1997cited by this paper
• Analysis of clinical complication data for radiation hepatitis using a parallel architecture model.

  1995cited by this paper
• Use of Veff and iso-NTCP in the implementation of dose escalation protocols.

  1993cited by this paper
• Calculation of complication probability factors for non-uniform normal tissue irradiation: the effective volume method.

  1989cited by this paper
• Numerical Recipes in C: The Art of Sci-entific Computing

  1986cited by this paper
• A new look at the statistical model identification

  1974cited by this paper
• Information Theory and an Extension of the Maximum Likelihood Principle

  1973cited by this paper
• The analysis of binary data

  1971cited by 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
• Predictive Factors for Gastrointestinal and Genitourinary Toxicities in Prostate Cancer External Beam Radiotherapy: A Scoping Review

  2025cites this paper
• Personalized Composite Dosimetric Score-Based Machine Learning Model of Severe Radiation-Induced Lymphopenia among Esophageal Cancer Patients.

  2024cites this paper
• Can the use of knowledge-based planning systems improve stereotactic radiotherapy planning? A systematic review

  2023cites this paper
• Feasibility and dosimetric evaluation of single- and multi-isocentre stereotactic body radiation therapy for multiple liver metastases

  2023cites this paper
• Modelling of Radiotherapy Response (TCP/NTCP)

  2022cites this paper
• A personalized DVH prediction model for HDR brachytherapy in cervical cancer treatment

  2022cites this paper
• Plan quality in radiotherapy treatment planning – Review of the factors and challenges

  2022cites this paper
• Treatment Plan Quality Control Using Multivariate Control Charts.

  2021cites this paper
• Spatial descriptions of radiotherapy dose: normal tissue complication models and statistical associations

  2021cites this paper
• Reducing systematic errors due to deformation of organs at risk in radiotherapy.

  2021cites this paper
• Method for Automatic Selection of Parameters in Normal Tissue Complication Probability Modeling.

  2018cites this paper
• Inter-institutional analysis demonstrates the importance of lower than previously anticipated dose regions to prevent late rectal bleeding following prostate radiotherapy.

  2018cites this paper
• A method for automatic selection of parameters in NTCP modelling

  2018cites this paper
• Computer-Assisted Target Volume Determination

  2017cites this paper
• Delivered dose can be a better predictor of rectal toxicity than planned dose in prostate radiotherapy

  2017cites this paper
• Associations between volume changes and spatial dose metrics for the urinary bladder during local versus pelvic irradiation for prostate cancer

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

  2017cites this paper
• The Impact of Cardiac Radiation Dosimetry on Survival After Radiation Therapy for Non-Small Cell Lung Cancer

  2017cites this paper
• Normal tissue complication probability modelling

  2017cites this paper
• Reliability of dose volume constraint inference from clinical data

  2017cites this paper
• Identification of a rectal subregion highly predictive of rectal bleeding in prostate cancer IMRT.

  2016cites this paper
• Functional Data Analysis Applied to Modeling of Severe Acute Mucositis and Dysphagia Resulting From Head and Neck Radiation Therapy

  2016cites this paper
• Classification, feature extraction and prediction of side effects in prostate cancer radiotherapy

  2016cites this paper
• Parametrized rectal dose and associations with late toxicity in prostate cancer radiotherapy.

  2015cites this paper
• Modelling of Normal Tissue Complication Probabilities (NTCP): Review of Application of Machine Learning in Predicting NTCP

  2015cites this paper
• A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy

  2015cites this paper
• 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
• Normal tissue complication models for clinically relevant acute esophagitis (≥ grade 2) in patients treated with dose differentiated accelerated radiotherapy (DART-bid)

  2015cites this paper
• Functional data analysis in NTCP modeling: in regard to Benadjaoud et al.

  2015cites this paper
• Identification and functional analysis of olfactory receptor family reveal unusual characteristics of the olfactory system in the migratory locust

  2015cites this paper
• A study of the fluorescence characteristics of common cariogenic microorganisms.

  2015cites this paper
• Progressive Knowledge Modeling for Pelvic Imrt/vmat Treatment Planning Progressive Knowledge Modeling for Pelvic Imrt/vmat Treatment Planning

  2014cites this paper
• Functional data analysis in NTCP modeling: a new method to explore the radiation dose-volume effects.

  2014cites this paper
• Assessment of a model based optimization engine for volumetric modulated arc therapy for patients with advanced hepatocellular cancer

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

  2013cites this paper
• Modeling the dosimetry of organ-at-risk in head and neck IMRT planning: an intertechnique and interinstitutional study.

  2013cites this paper
• Voxel-based population analysis for correlating local dose and rectal toxicity in prostate cancer radiotherapy

  2013cites this paper
• Explaining relationships between local dose and rectal toxicity in prostate cancer radiotherapy with voxel-based population analysis

  2012cites this paper
• Quantitative analysis of the factors which affect the interpatient organ-at-risk dose sparing variation in IMRT plans.

  2012cites this paper
• Later outcomes and alpha/beta estimate from hypofractionated conformal three-dimensional radiotherapy versus standard fractionation for localized prostate cancer.

  2012cites this paper
• A planning quality evaluation tool for prostate adaptive IMRT based on machine learning.

  2011cites this paper
• Exploring and exploiting the potential of pelvic IMRT to spare the bowel

  2011cites 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

  2011cites this paper
• Impact of bone marrow radiation dose on acute hematologic toxicity in cervical cancer: principal component analysis on high dimensional data.

  2010cites this paper
• Dosimetric comparison of high-dose-rate brachytherapy and intensity-modulated radiation therapy as a boost to the prostate.

  2010cites this paper
• Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy

  2010cites this paper
• The Application of Principal Component Analysis to Interpretation of Occurrence of Metals in the Femur Head

  2010cites this paper
• Quality assurance of 3D-CRT: indications and difficulties in their applications.

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

  2009cites this paper
• DEVELOPMENT AND INVESTIGATION OF INTENSITY-MODULATED RADIATION THERAPY TREATMENT PLANNING FOR FOUR-DIMENSIONAL ANATOMY

  2009cites this paper
• A Dosimetric Selectivity Intercomparison of HDR Brachytherapy, IMRT and Helical Tomotherapy in Prostate Cancer Radiotherapy

  2009cites this paper
• Using dose-surface maps to predict radiation-induced rectal bleeding: a neural network approach

  2009influential citation
• An analysis of thoracic and abdominal tumour motion for stereotactic body radiotherapy patients

  2008cites this paper