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1.
Sci Rep ; 14(1): 3201, 2024 02 08.
Article in English | MEDLINE | ID: mdl-38332158

ABSTRACT

Previous research has extensively investigated why users spread misinformation online, while less attention has been given to the motivations behind sharing fact-checks. This article reports a four-country survey experiment assessing the influence of confirmation and refutation frames on engagement with online fact-checks. Respondents randomly received semantically identical content, either affirming accurate information ("It is TRUE that p") or refuting misinformation ("It is FALSE that not p"). Despite semantic equivalence, confirmation frames elicit higher engagement rates than refutation frames. Additionally, confirmation frames reduce self-reported negative emotions related to polarization. These findings are crucial for designing policy interventions aiming to amplify fact-check exposure and reduce affective polarization, particularly in critical areas such as health-related misinformation and harmful speech.


Subject(s)
Emotions , Speech , Humans , Motivation , Policy , Reading Frames , Communication
2.
Appl Radiat Isot ; 202: 111066, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37865066

ABSTRACT

This study aims to report the relevant issues concerning small fields in the commissioning of a TrueBeam STx for photon energies of 6MV, 10MV, 6FFF, and 10FFF. Percent depth doses, profiles, and field output factors were measured according to the beam model configuration of the treatment planning system. Multiple detectors were used based on the IAEA TRS-483 protocol as well as EBT3 radiochromic film. Analytical Anisotropic and Acuros XB algorithms, were configured and validated through basic dosimetry comparisons and end-to-end clinical tests.


Subject(s)
Radiometry , Radiotherapy Planning, Computer-Assisted , Radiotherapy Planning, Computer-Assisted/methods , Radiometry/methods , Algorithms , Photons/therapeutic use , Carmustine
3.
PLoS One ; 18(3): e0281475, 2023.
Article in English | MEDLINE | ID: mdl-36857337

ABSTRACT

This article analyzes social media engagement when elections are adjudicated to one of the contending parties. We extend existing models of political dialogue to explain differences in social media engagement (i.e. time-to-retweet) when users support the winner or losers of an election. We show that users who support the winning candidate are more engaged and have a lower time-to-retweet. We also show heterogeneity in Twitter engagement conditional on the number of followers, with accounts with more followers being less sensitive to the election result. We measure the effect of electoral adjudication using a regression discontinuity design, with estimates by winning or losing status, and for accounts with many followers (high authority) or with few followers (low authority). Analyses use Twitter data collected in Argentina (2019), Brazil (2018), the United Kingdom (2019), and the United States (2016).


Subject(s)
Social Media , Humans , Argentina , Brazil , Group Processes , Law Enforcement
4.
Phys Eng Sci Med ; 44(4): 1273-1283, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34618329

ABSTRACT

Two methods for non-coplanar beam direction optimization, one for static beams and another for arc trajectories, were proposed for intracranial tumours. The results of the beam angle optimizations were compared with the beam directions used in the clinical plans. Ten meningioma cases already treated were selected for this retrospective planning study. Algorithms for non-coplanar beam angle optimization (BAO) and arc trajectory optimization (ATO) were used to generate the corresponding plans. A plan quality score, calculated by a graphical method for plan assessment and comparison, was used to guide the beam angle optimization process. For each patient, the clinical plans (CLIN), created with the static beam orientations used for treatment, and coplanar VMAT approximated plans (VMAT) were also generated. To make fair plan comparisons, all plan optimizations were performed in an automated multicriteria calculation engine and the dosimetric plan quality was assessed. BAO and ATO plans presented, on average, moderate global plan score improvements over VMAT and CLIN plans. Nevertheless, while BAO and CLIN plans assured a more efficient OARs sparing, the ATO and VMAT plans presented a higher coverage and conformity of the PTV. Globally, all plans presented high-quality dose distributions. No statistically significant quality differences were found, on average, between BAO, ATO and CLIN plans. However, automated plan solution optimizations (BAO or ATO) may improve plan generation efficiency and standardization. In some individual patients, plan quality improvements were achieved with ATO plans, demonstrating the possible benefits of this automated optimized delivery technique.


Subject(s)
Meningeal Neoplasms , Meningioma , Radiotherapy, Intensity-Modulated , Humans , Meningeal Neoplasms/radiotherapy , Meningioma/radiotherapy , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Retrospective Studies
5.
Rep Pract Oncol Radiother ; 26(3): 423-432, 2021.
Article in English | MEDLINE | ID: mdl-34277096

ABSTRACT

BACKGROUND: Unbiased analysis of the impact of adaptive radiotherapy (ART) is necessary to evaluate dosimetric benefit and optimize clinics' workflows. The aim of the study was to assess the need for adaptive radiotherapy (ART) in head and neck (H&N) cancer patients using an automatic planning tool in a retrospective planning study. MATERIALS AND METHODS: Thirty H&N patients treated with adaptive radiotherapy were analysed. Patients had a CT scan for treatment planning and a verification CT during treatment according to the clinic's protocol. Considering these images, three plans were retrospectively generated using the iCycle tool to simulate the scenarios with and without adaptation: 1) the optimized plan based on the planning CT; 2) the optimized plan based on the verification CT (ART-plan); 3) the plan obtained by considering treatment plan 1 re-calculated in the verification CT (non-ART plan). The dosimetric endpoints for both target volumes and OAR were compared between scenarios 2 and 3 and the SPIDERplan used to evaluate plan quality. RESULTS: The most significant impact of ART was found for the PTVs, which demonstrated decreased D98% in the non-ART plan. A general increase in the dose was observed for the OAR but only the spinal cord showed a statistical significance. The SPIDERplan analysis indicated an overall loss of plan quality in the absence of ART. CONCLUSION: These results confirm the advantages of ART in H&N patients, especially for the coverage of target volumes. The usage of an automatic planning tool reduces planner-induced bias in the results, guaranteeing that the observed changes derive from the application of ART.

6.
Phys Med ; 82: 150-157, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33618154

ABSTRACT

PURPOSE: To provide a practical protocol for absolute dose verification of stereotactic body radiotherapy (SBRT) and stereotactic radiosurgery (SRS) treatment plans, based on our clinical experience. It aims to be a concise summary of the main aspects to be considered when establishing an accurate film dosimetry system. METHODS: Procedures for film calibration and conversion to dose are described for a dosimetry system composed of Gafchromic™ EBT-XD films and a flatbed document scanner. Factors that affect the film-scanner response are also reviewed and accounted for. The accuracy of the proposed methodology was assessed by taking a set of strips irradiated to known doses and its applicability is illustrated for ten SBRT/SRS treatment plans. The film response was converted to dose using red and triple channel dosimetry. The agreement between the planned and measured dose distributions was evaluated using global gamma analysis with criteria of 3%/2mm 10% threshold (TH), 2%/2mm 10% TH, and 2%/2mm 20% TH. RESULTS: The differences between the expected and determined doses from the strips analysis were 0.9 ± 0.6% for the red channel and 1.1 ± 0.7% for the triple channel method. Regarding the SBRT/SRS plans verification, the mean gamma passing rates were 99.5 ± 1.0% vs 99.6 ± 1.0% (3%/2mm 10% TH), 96.9 ± 3.5% vs 99.1 ± 1.3% (2%/2mm 10% TH) and 98.4 ± 1.8% vs 98.8 ± 1.5% (2%/2mm 20% TH) for red and triple channel dosimetry, respectively. CONCLUSIONS: The proposed protocol allows for accurate absolute dose verification of SBRT/SRS treatment plans, applying both single and triple channel methods. It may work as a guide for users that intend to implement a film dosimetry system.


Subject(s)
Radiosurgery , Calibration , Film Dosimetry , Radiometry
7.
J Appl Clin Med Phys ; 21(7): 107-118, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32363800

ABSTRACT

PURPOSE: Multiple metrics are proposed to characterize and compare the complexity of helical tomotherapy (HT) plans created for different treatment sites. METHODS: A cohort composed of 208 HT plans from head and neck (105), prostate (51) and brain (52) tumor sites was considered. For each plan, 14 complexity metrics were calculated. Those metrics evaluate the percentage of leaves with small opening times or approaching the projection duration, the percentage of closed leaves, the amount of tongue-and-groove effect, and the overall modulation of the planned sinogram. To enable data visualization, an approach based on principal component analysis was followed to reduce the dataset dimensionality. This allowed the calculation of a global plan complexity score. The correlation between plan complexity and pretreatment verification results using the Spearman's rank correlation coefficients was investigated. RESULTS: According to the global score, the most complex plans were the head and neck tumor cases, followed by the prostate and brain lesions irradiated with stereotactic technique. For almost all individual metrics, head and neck plans confirmed to be the plans with the highest complexity. Nevertheless, prostate cases had the highest percentage of leaves with an opening time approaching the projection duration, whereas the stereotactic brain plans had the highest percentage of closed leaves per projection. Significant correlations between some of the metrics and the pretreatment verification results were identified for the stereotactic brain group. CONCLUSIONS: The proposed metrics and the global score demonstrated to be useful to characterize and quantify the complexity of HT plans of different treatment sites. The reported differences inter- and intra-group may be valuable to guide the planning process aiming at reducing uncertainties and harmonize planning strategies.


Subject(s)
Head and Neck Neoplasms , Radiotherapy, Intensity-Modulated , Head , Head and Neck Neoplasms/radiotherapy , Humans , Male , Neck , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted
8.
Radiat Oncol ; 15(1): 64, 2020 Mar 12.
Article in English | MEDLINE | ID: mdl-32164752

ABSTRACT

BACKGROUND: This work aims at clinically validating a graphical tool developed for treatment plan assessment, named SPIDERplan, by comparing the plan choices based on its scoring with the radiation oncologists (RO) clinical preferences. METHODS: SPIDERplan validation was performed for nasopharynx pathology in two steps. In the first step, three ROs from three Portuguese radiotherapy departments were asked to blindly evaluate and rank the dose distributions of twenty pairs of treatment plans. For plan ranking, the best plan from each pair was selected. For plan evaluation, the qualitative classification of 'Good', 'Admissible with minor deviations' and 'Not Admissible' were assigned to each plan. In the second step, SPIDERplan was applied to the same twenty patient cases. The tool was configured for two sets of structures groups: the local clinical set and the groups of structures suggested in international guidelines for nasopharynx cancer. Group weights, quantifying the importance of each group and incorporated in SPIDERplan, were defined according to RO clinical preferences and determined automatically by applying a mixed linear programming model for implicit elicitation of preferences. Intra- and inter-rater ROs plan selection and evaluation were assessed using Brennan-Prediger kappa coefficient. RESULTS: Two-thirds of the plans were qualitatively evaluated by the ROs as 'Good'. Concerning intra- and inter-rater variabilities of plan selection, fair agreements were obtained for most of the ROs. For plan evaluation, substantial agreements were verified in most cases. The choice of the best plan made by SPIDERplan was identical for all sets of groups and, in most cases, agreed with RO plan selection. Differences between RO choice and SPIDERplan analysis only occurred in cases for which the score differences between the plans was very low. A score difference threshold of 0.005 was defined as the value below which two plans are considered of equivalent quality. CONCLUSION: Generally, SPIDERplan response successfully reproduced the ROs plan selection. SPIDERplan assessment performance can represent clinical preferences based either on manual or automatic group weight assignment. For nasopharynx cases, SPIDERplan was robust in terms of the definitions of structure groups, being able to support different configurations without losing accuracy.


Subject(s)
Algorithms , Computer Graphics , Nasopharyngeal Neoplasms/radiotherapy , Quality Assurance, Health Care/standards , Radiotherapy Planning, Computer-Assisted/methods , Female , Humans , Male , Organs at Risk/radiation effects , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/methods
9.
Phys Med ; 70: 75-84, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31982790

ABSTRACT

PURPOSE: This work aimed to characterize and compare the complexity of the plans created in the context of a national IMRT/VMAT audit. A plan complexity score is proposed to summarize all the evaluated complexity features. MATERIALS AND METHODS: Nine complexity metrics have been computed for the audit plans, evaluating different complexity aspects. An approach based on Principal Component Analysis was followed to explore the correlation between the metrics and derive a smaller set of new uncorrelated variables (principal components, PCs). The resulting PCs were then used to calculate a plan complexity score. Plan quality was also assessed and the correlation between plan complexity, quality and deliverability investigated using the Spearman's rank correlation coefficient. RESULTS: The first two PCs explained over 90% of the total variance in the original dataset. Their representation allowed to identify patterns in the data, namely a clear separation between plans created using different technologies/techniques. The calculated plan complexity score quantified these differences. Sliding window Eclipse plans were found to be the most complex and VMAT Eclipse group presented the highest complexity variability, for the evaluated parameters. Concerning plan quality, no differences between treatment technology/technique have been identified. However, plans with larger number of monitor units tended to be associated with higher deviations between calculated and measured doses. CONCLUSIONS: The proposed plan complexity score allowed to summarize the differences not only inter- but also intra-groups of technologies/techniques, paving the way for improvement of the planning strategies at the national level through knowledge sharing.


Subject(s)
Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/methods , Algorithms , Humans , Models, Theoretical , Phantoms, Imaging , Principal Component Analysis , Radiotherapy Dosage
10.
Med Phys ; 46(12): 5799-5806, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31602670

ABSTRACT

PURPOSE: To apply the recent code of practice from the IAEA/AAPM, TRS 483, to helical tomotherapy (HT) for reference and relative dosimetry obtaining correction factors for the Exradin A1SL ionization chamber. METHODS: The beam quality correction factor for the A1SL chamber was obtained through three different approaches following TRS 483 concepts and compared with published values. The determination of the reference absolute dose for the machine-specific reference (msr) field was complemented with relative dosimetry through the determination of output factors of small fields using different detectors. The response of A1SL was compared with correction-free film results and corrected output factors of other detectors. RESULTS: A weighted mean beam quality correction factor of 0.9945± 0.0073 was obtained for the A1SL chamber which is in agreement with values reported in the literature. Output factors obtained with different detectors were in agreement, given the uncertainty level. Considering the film output factors as free of corrections, the average value for A1SL output factors corrections was 1.000 ± 0.007. CONCLUSIONS: The beam quality correction factors for the A1SL chamber obtained through the three different pathways recommended by TRS 483 agreed with each other and also with published values. The measurements from the A1SL chamber normalized to the msr field in HT can be taken as output factors for small clinical field sizes without further corrections.


Subject(s)
Radiometry/standards , Radiotherapy, Computer-Assisted , Reference Standards
11.
Phys Med ; 64: 210-221, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31515022

ABSTRACT

PURPOSE: To compare two beam angle optimization (BAO) algorithms for coplanar and non-coplanar geometries in a multicriterial optimization framework. METHODS: 40 nasopharynx patients were selected for this retrospective planning study. IMRT optimized plans were produced by Erasmus-iCycle multicriterial optimization platform. Two different algorithms, based on a discrete and on a continuous exploration of the space search, algorithm i and B respectively, were used to address BAO. Plan quality evaluation and comparison were performed with SPIDERplan. Statistically significant differences between the plans were also assessed. RESULTS: For plans using only coplanar incidences, the optimized beam distribution with algorithm i is more asymmetric than with algorithm B. For non-coplanar beam optimization, larger deviations from coplanarity were obtained with algorithm i than with algorithm B. Globally, both algorithms presented near equivalent plan quality scores, with algorithm B presenting a marginally better performance than algorithm i. CONCLUSION: Almost all plans presented high quality, profiting from multicriterial and beam angular optimization. Although there were not significant differences when average results over the entire sample were considered, a case-by-case analysis revealed important differences for some patients.


Subject(s)
Radiotherapy, Intensity-Modulated/methods , Algorithms , Automation , Humans , Nasopharyngeal Neoplasms/radiotherapy , Radiotherapy Dosage , Retrospective Studies
12.
Dados rev. ciênc. sociais ; 60(1): 7-43, jan.-mar. 2017. tab, graf
Article in Portuguese | LILACS | ID: biblio-890954

ABSTRACT

RESUMO Indagando se inovações democráticas podem, ao aumentar a participação da sociedade, ampliar a qualidade da democracia, o artigo toma uma das dimensões desta, a responsividade, como objeto de investigação. Propondo um modelo analítico deste conceito em três níveis (impacto nas políticas públicas, congruência temática e multidimensionalidade da participação), o artigo busca examinar se as Conferências Nacionais de Políticas Públicas aumentaram (ou não) a responsividade do Poder Legislativo brasileiro. Para isto, analisa-se a recepção das demandas das Conferências Nacionais pelo Poder Legislativo brasileiro entre 2003 e 2010, testando, por meio de análises descritivas e modelos de regressão logística, cada uma das três dimensões do conceito proposto.


ABSTRACT Using the dimension of responsiveness as its object of investigation, the following article aims to determine whether democratic innovations can enhance the quality of democracy by increasing society's participation. By proposing an analytical model for the concept across three levels (impact on public policies, thematic congruence, and the multi-dimensional nature of participation), the article seeks to examine whether National Public Policy Conferences increased responsiveness in the Brazilian Legislature. To do so, it analyzes the reception in the Brazilian Legislature of the demands made in the National Conferences from 2003 to 2010, using descriptive analyses and logistic regression models to evaluate each of the three dimensions of the concept proposed.


RÉSUMÉ En se penchant sur la question de savoir si les innovations démocratiques, en augmentant la participation de la société, permettent d'améliorer la qualité de la démocratie, cet article prend comme objet spécifique d'étude l'une des dimensions de celle-ci, à savoir la réceptivité. À partir de la proposition d'un modèle analytique de ce concept à trois niveaux (impact sur les politiques publiques, congruence thématique et multi-dimensionnalité de la participation), cet article cherche à savoir si les Conférences nationales de politiques publiques ont augmenté (ou non) la réceptivité du Pouvoir législatif brésilien. Pour ce faire a été analysée la réception des demandes des Conférences nationales par le Pouvoir législatif brésilien entre 2003 et 2010, et testée, au moyen d'analyses descriptives et de modèles de régression logistique, chacune des trois dimensions du concept proposé.


RESUMEN El artículo, en su valoración de si las innovaciones democráticas pueden ampliar la calidad de la democracia al aumentar la participación de la sociedad, toma una de las dimensiones democráticas, la capacidad responsiva, como objeto de investigación. Proponiendo un modelo analítico de este concepto en tres niveles (impacto en las políticas públicas, congruencia temática y multidimensionalidad de la participación), se busca examinar si las Conferencias Nacionales de Políticas Públicas aumentaron (o no) las acciones responsivas del poder legislativo brasileño. Para ello, se analiza la recepción de las demandas de las Conferencias Nacionales por parte del poder legislativo brasileño entre 2003 y 2010, y se examina, por medio de estudios descriptivos y modelos de regresión logística, cada una de las tres dimensiones del concepto propuesto.

13.
Med Phys ; 43(10): 5514, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27782716

ABSTRACT

PURPOSE: The inverse planning of an intensity-modulated radiation therapy (IMRT) treatment requires decisions regarding the angles used for radiation incidence, even when arcs are used. The possibility of improving the quality of treatment plans by an optimized selection of the beam angle incidences-beam angle optimization (BAO)-is seldom done in clinical practice. The inclusion of noncoplanar beam incidences in an automated optimization routine is even more unusual. However, for some tumor sites, the advantage of considering noncoplanar beam incidences is well known. This paper presents the benefits of using a derivative-free multistart framework for the optimization of the noncoplanar BAO problem. METHODS: Multistart methods combine a global strategy for sampling the search space with a local strategy for improving the sampled solutions. The proposed global strategy allows a thorough exploration of the continuous search space of the highly nonconvex BAO problem. To avoid local entrapment, a derivative-free method is used as local procedure. Additional advantages of the derivative-free method include the reduced number of function evaluations required to converge and the ability to use multithreaded computing. Twenty nasopharyngeal clinical cases were selected to test the proposed multistart framework. The planning target volumes included the primary tumor, the high and low risk lymph nodes. Organs-at-risk included the spinal cord, brainstem, optical nerves, chiasm, parotids, oral cavity, brain, thyroid, among others. For each case, a setup with seven equispaced beams was chosen and the resulting treatment plan, using a multicriteria optimization framework, was then compared against the coplanar and noncoplanar plans using the optimal beam setups obtained by the derivative-free multistart framework. RESULTS: The optimal noncoplanar beam setup obtained by the derivative-free multistart framework leads to high quality treatment plans with better target coverage and with improved organ sparing compared to treatment plans using equispaced or optimal coplanar beam angle setups. The noncoplanar treatment plans achieved, e.g., an average reduction in the mean dose of the oral cavity of 6.1 Gy and an average reduction in the maximum-dose of the brainstem of 7 Gy when compared to the equispaced treatment plans. CONCLUSIONS: The noncoplanar BAO problem is an extremely challenging multimodal optimization problem that can be successfully addressed through a thoughtful exploration of the continuous highly nonconvex BAO search space. The proposed framework is capable of calculating high quality treatment plans and thus can be an interesting alternative toward automated noncoplanar beam selection in IMRT treatment planning which is nowadays the natural trend in treatment planning.


Subject(s)
Radiotherapy, Intensity-Modulated/methods , Automation , Humans , Male , Prostatic Neoplasms/radiotherapy
14.
Rep Pract Oncol Radiother ; 21(6): 508-516, 2016.
Article in English | MEDLINE | ID: mdl-27698591

ABSTRACT

AIM: In this work, a graphical method for radiotherapy treatment plan assessment and comparison, named SPIDERplan, is proposed. It aims to support plan approval allowing independent and consistent comparisons of different treatment techniques, algorithms or treatment planning systems. BACKGROUND: Optimized plans from modern radiotherapy are not easy to evaluate and compare because of their inherent multicriterial nature. The clinical decision on the best treatment plan is mostly based on subjective options. MATERIALS AND METHODS: SPIDERplan combines a graphical analysis with a scoring index. Customized radar plots based on the categorization of structures into groups and on the determination of individual structures scores are generated. To each group and structure, an angular amplitude is assigned expressing the clinical importance defined by the radiation oncologist. Completing the graphical evaluation, a global plan score, based on the structures score and their clinical weights, is determined. After a necessary clinical validation of the group weights, SPIDERplan efficacy, to compare and rank different plans, was tested through a planning exercise where plans had been generated for a nasal cavity case using different treatment planning systems. RESULTS: SPIDERplan method was applied to the dose metrics achieved by the nasal cavity test plans. The generated diagrams and scores successfully ranked the plans according to the prescribed dose objectives and constraints and the radiation oncologist priorities, after a necessary clinical validation process. CONCLUSIONS: SPIDERplan enables a fast and consistent evaluation of plan quality considering all targets and organs at risk.

15.
Med Phys ; 43(3): 1083-95, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26936696

ABSTRACT

PURPOSE: The planning of an intensity modulated radiation therapy treatment requires the optimization of the fluence intensities. The fluence map optimization (FMO) is many times based on a nonlinear continuous programming problem, being necessary for the planner to define a priori weights and/or lower bounds that are iteratively changed within a trial-and-error procedure until an acceptable plan is reached. In this work, the authors describe an alternative approach for FMO that releases the human planner from trial-and-error procedures, contributing for the automation of the planning process. METHODS: The FMO is represented by a voxel-based convex penalty continuous nonlinear model. This model makes use of both weights and lower/upper bounds to guide the optimization process toward interesting solutions that are able to satisfy all the constraints defined for the treatment. All the model's parameters are iteratively changed by resorting to a fuzzy inference system. This system analyzes how far the current solution is from a desirable solution, changing in a completely automated way both weights and lower/upper bounds. The fuzzy inference system is based on fuzzy reasoning that enables the use of common-sense rules within an iterative optimization process. The method is built in two stages: in a first stage, an admissible solution is calculated, trying to guarantee that all the treatment planning constraints are being satisfied. In this first stage, the algorithm tries to improve as much as possible the irradiation of the planning target volumes. In a second stage, the algorithm tries to improve organ sparing, without jeopardizing tumor coverage. RESULTS: The proposed methodology was applied to ten head-and-neck cancer cases already treated in the Portuguese Oncology Institute of Coimbra (IPOCFG) and signalized as complex cases. IMRT treatment was considered, with 7, 9, and 11 equidistant beam angles. It was possible to obtain admissible solutions for all the patients considered and with no human planner intervention. The results obtained were compared with the optimized solution using a similar optimization model but with human planner intervention. For the vast majority of cases, it was possible to improve organ sparing and at the same time to assure better tumor coverage. CONCLUSIONS: Embedding a fuzzy inference system into FMO allows human planner reasoning to be used in the guidance of the optimization process toward interesting regions in a truly automated way. The proposed methodology is capable of calculating high quality plans within reasonable computational times and can be an important contribution toward fully automated radiation therapy treatment planning.


Subject(s)
Fuzzy Logic , Radiotherapy Planning, Computer-Assisted/methods , Automation , Humans , Organs at Risk/radiation effects , Radiotherapy Dosage , Tomography, X-Ray Computed
16.
Cardiology ; 110(4): 217-25, 2008.
Article in English | MEDLINE | ID: mdl-18073475

ABSTRACT

BACKGROUND: Chagas' disease (CD) affects around 18 million people in Latin America. To determine the diagnostic and prognostic value of natriuretic peptides in patients with CD, we measured atrial (ANP) and brain natriuretic peptide (BNP), and compared the findings with other dilated cardiomyopathies (DCM). METHODS: Blood samples were obtained from 111 CD patients, 62 patients with DCM due to other causes, and 43 gender- and age-matched healthy subjects. The CD and DCM patients were subdivided according to their NYHA classification. Natriuretic peptide concentrations were determined by immunoradiometric assays. RESULTS: ANP and more pronounced BNP levels were increased in CD and DCM patients in relation to the NYHA class. Circulating BNP concentrations were higher in CD patients in NYHA classes I-II than in the corresponding DCM patients (p = 0.020). Importantly, ANP and BNP were already significantly elevated in CD patients without systolic ventricular dysfunction (p < or = 0.001). In CD patients, both peptides were highly correlated with echocardiographic parameters (p < 10(-14)). Both ANP and BNP had comparable ability to predict death or the necessity for heart transplant (p < 0.0001). CONCLUSION: Natriuretic peptide levels can be used as a marker of asymptomatic CD without ventricular dysfunction and thus could be an ideal tool to identify these patients for early therapy.


Subject(s)
Atrial Natriuretic Factor/blood , Chagas Disease/blood , Natriuretic Peptide, Brain/blood , Adult , Biomarkers/blood , Blood Pressure , Case-Control Studies , Chagas Disease/mortality , Chagas Disease/physiopathology , Chagas Disease/surgery , Echocardiography , Female , Follow-Up Studies , Heart Failure/mortality , Heart Transplantation/statistics & numerical data , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Proportional Hazards Models , ROC Curve , Stroke Volume
17.
J Cardiovasc Pharmacol ; 48(6): 293-8, 2006 Dec.
Article in English | MEDLINE | ID: mdl-17204908

ABSTRACT

Atrial natriuretic peptides (ANP) and brain natriuretic peptides (BNP) are powerful neurohormonal indicators of left-ventricular function and prognosis in heart failure (HF). Chagas disease (CD) caused by the protozoan Trypanosoma cruzi remains a major cause of HF in Latin America. We assessed whether the plasma concentration of the third natriuretic peptide, C-type natriuretic peptide (CNP), also has diagnostic and prognostic properties in patients with CD or other dilated cardiomyopathies (DCM). Blood samples were obtained from 66 patients with CD, 50 patients with DCM from other causes, and 30 gender- and age-matched healthy subjects. Patients were subdivided according to the New York Heart Association (NYHA) class. The CNP concentration was determined by radioimmunoassay (Immundiagnostik, Bensheim, Germany). The main duration of follow-up was 31.4 months (range 13 to 54 months); 19 patients had died and 11 patients received a heart transplant. CNP concentrations were only significantly altered in patients with DCM or CD of the NYHA classes III and IV (P < 0.05). The Pearson correlation of echocardiographic data with CNP revealed an association only with the left-ventricular end systolic volume (P = 0.03) in patients with DCM. Furthermore, CNP did not predict mortality or the necessity for heart transplant. Our data are the first to demonstrate the raised levels of the third natriuretic peptide CNP in CD and other DCM. Whereas ANP and BNP have a high predictive value for mortality in both diseases, CNP is without any predictive potency.


Subject(s)
Cardiomyopathy, Dilated/blood , Chagas Disease/blood , Natriuretic Peptide, C-Type/blood , Adult , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Antihypertensive Agents/therapeutic use , Blood Pressure/drug effects , Carbazoles/therapeutic use , Cardiomyopathy, Dilated/physiopathology , Cardiomyopathy, Dilated/therapy , Carvedilol , Chagas Disease/physiopathology , Chagas Disease/therapy , Echocardiography , Female , Follow-Up Studies , Heart Transplantation , Humans , Male , Middle Aged , Predictive Value of Tests , Prognosis , Propanolamines/therapeutic use , Stroke Volume/drug effects , Survival Analysis , Ventricular Dysfunction, Left/blood , Ventricular Dysfunction, Left/physiopathology , Ventricular Dysfunction, Left/therapy
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