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1.
Radiat Prot Dosimetry ; 174(2): 167-174, 2017 Apr 25.
Artículo en Inglés | MEDLINE | ID: mdl-27311733

RESUMEN

In situ gamma spectrometry is a valuable tool to assess the radionuclides released in the environment and the associated dose. This requires prior establishment of coefficients allowing the conversion of the specific activity into ambient equivalent dose. The aim of this work is to calculate updated conversion factors for monoenergetic photons and for a series of radionuclides of interest. The calculation was performed using the Monte Carlo (MC) method, the GEANT4 MC code, various activity distribution models and up-to-date nuclear decay data. A new set of conversion factors is established in the energy range extending from  <100 keV to 8.5 MeV. The coefficients calculated in this work were compared to the data published in the literature.


Asunto(s)
Fotones , Radioisótopos , Espectrometría gamma , Simulación por Computador , Método de Montecarlo , Radiometría
2.
Phys Med ; 31(8): 823-843, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26459319

RESUMEN

Evaluation of image quality (IQ) in Computed Tomography (CT) is important to ensure that diagnostic questions are correctly answered, whilst keeping radiation dose to the patient as low as is reasonably possible. The assessment of individual aspects of IQ is already a key component of routine quality control of medical x-ray devices. These values together with standard dose indicators can be used to give rise to 'figures of merit' (FOM) to characterise the dose efficiency of the CT scanners operating in certain modes. The demand for clinically relevant IQ characterisation has naturally increased with the development of CT technology (detectors efficiency, image reconstruction and processing), resulting in the adaptation and evolution of assessment methods. The purpose of this review is to present the spectrum of various methods that have been used to characterise image quality in CT: from objective measurements of physical parameters to clinically task-based approaches (i.e. model observer (MO) approach) including pure human observer approach. When combined together with a dose indicator, a generalised dose efficiency index can be explored in a framework of system and patient dose optimisation. We will focus on the IQ methodologies that are required for dealing with standard reconstruction, but also for iterative reconstruction algorithms. With this concept the previously used FOM will be presented with a proposal to update them in order to make them relevant and up to date with technological progress. The MO that objectively assesses IQ for clinically relevant tasks represents the most promising method in terms of radiologist sensitivity performance and therefore of most relevance in the clinical environment.


Asunto(s)
Garantía de la Calidad de Atención de Salud/métodos , Tomografía Computarizada por Rayos X , Humanos , Procesamiento de Imagen Asistido por Computador , Variaciones Dependientes del Observador
3.
Phys Med Biol ; 57(14): 4589-98, 2012 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-22722819

RESUMEN

The quantity of interest for high-energy photon beam therapy recommended by most dosimetric protocols is the absorbed dose to water. Thus, ionization chambers are calibrated in absorbed dose to water, which is the same quantity as what is calculated by most treatment planning systems (TPS). However, when measurements are performed in a low-density medium, the presence of the ionization chamber generates a perturbation at the level of the secondary particle range. Therefore, the measured quantity is close to the absorbed dose to a volume of water equivalent to the chamber volume. This quantity is not equivalent to the dose calculated by a TPS, which is the absorbed dose to an infinitesimally small volume of water. This phenomenon can lead to an overestimation of the absorbed dose measured with an ionization chamber of up to 40% in extreme cases. In this paper, we propose a method to calculate correction factors based on the Monte Carlo simulations. These correction factors are obtained by the ratio of the absorbed dose to water in a low-density medium □D(w,Q,V1)(low) averaged over a scoring volume V1 for a geometry where V1 is filled with the low-density medium and the absorbed dose to water □D(w,QV2)(low) averaged over a volume V2 for a geometry where V2 is filled with water. In the Monte Carlo simulations, □D(w,QV2)(low) is obtained by replacing the volume of the ionization chamber by an equivalent volume of water, according to the definition of the absorbed dose to water. The method is validated in two different configurations which allowed us to study the behavior of this correction factor as a function of depth in phantom, photon beam energy, phantom density and field size.


Asunto(s)
Radiometría/instrumentación , Método de Montecarlo , Reproducibilidad de los Resultados
4.
Phys Med Biol ; 56(14): 4201-20, 2011 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-21701051

RESUMEN

In many European countries, image quality for digital x-ray systems used in screening mammography is currently specified using a threshold-detail detectability method. This is a two-part study that proposes an alternative method based on calculated detectability for a model observer: the first part of the work presents a characterization of the systems. Eleven digital mammography systems were included in the study; four computed radiography (CR) systems, and a group of seven digital radiography (DR) detectors, composed of three amorphous selenium-based detectors, three caesium iodide scintillator systems and a silicon wafer-based photon counting system. The technical parameters assessed included the system response curve, detector uniformity error, pre-sampling modulation transfer function (MTF), normalized noise power spectrum (NNPS) and detective quantum efficiency (DQE). Approximate quantum noise limited exposure range was examined using a separation of noise sources based upon standard deviation. Noise separation showed that electronic noise was the dominant noise at low detector air kerma for three systems; the remaining systems showed quantum noise limited behaviour between 12.5 and 380 µGy. Greater variation in detector MTF was found for the DR group compared to the CR systems; MTF at 5 mm(-1) varied from 0.08 to 0.23 for the CR detectors against a range of 0.16-0.64 for the DR units. The needle CR detector had a higher MTF, lower NNPS and higher DQE at 5 mm(-1) than the powder CR phosphors. DQE at 5 mm(-1) ranged from 0.02 to 0.20 for the CR systems, while DQE at 5 mm(-1) for the DR group ranged from 0.04 to 0.41, indicating higher DQE for the DR detectors and needle CR system than for the powder CR phosphor systems. The technical evaluation section of the study showed that the digital mammography systems were well set up and exhibiting typical performance for the detector technology employed in the respective systems.


Asunto(s)
Mamografía/métodos , Mamografía/normas , Intensificación de Imagen Radiográfica/métodos , Intensificación de Imagen Radiográfica/normas , Humanos , Control de Calidad
5.
Phys Med Biol ; 56(14): 4221-38, 2011 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-21701050

RESUMEN

Assessment of image quality for digital x-ray mammography systems used in European screening programs relies mainly on contrast-detail CDMAM phantom scoring and requires the acquisition and analysis of many images in order to reduce variability in threshold detectability. Part II of this study proposes an alternative method based on the detectability index (d') calculated for a non-prewhitened model observer with an eye filter (NPWE). The detectability index was calculated from the normalized noise power spectrum and image contrast, both measured from an image of a 5 cm poly(methyl methacrylate) phantom containing a 0.2 mm thick aluminium square, and the pre-sampling modulation transfer function. This was performed as a function of air kerma at the detector for 11 different digital mammography systems. These calculated d' values were compared against threshold gold thickness (T) results measured with the CDMAM test object and against derived theoretical relationships. A simple relationship was found between T and d', as a function of detector air kerma; a linear relationship was found between d' and contrast-to-noise ratio. The values of threshold thickness used to specify acceptable performance in the European Guidelines for 0.10 and 0.25 mm diameter discs were equivalent to threshold calculated detectability indices of 1.05 and 6.30, respectively. The NPWE method is a validated alternative to CDMAM scoring for use in the image quality specification, quality control and optimization of digital x-ray systems for screening mammography.


Asunto(s)
Mamografía/métodos , Mamografía/normas , Intensificación de Imagen Radiográfica/métodos , Intensificación de Imagen Radiográfica/normas , Humanos , Fantasmas de Imagen , Control de Calidad , Reproducibilidad de los Resultados
6.
Radiat Prot Dosimetry ; 144(1-4): 326-9, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-20959333

RESUMEN

Monte Carlo simulations were carried out to study the response of a thyroid monitor for measuring intake activities of (125)I and (131)I. The aim of the study was 3-fold: to cross-validate the Monte Carlo simulation programs, to study the response of the detector using different phantoms and to study the effects of anatomical variations. Simulations were performed using the Swiss reference phantom and several voxelised phantoms. Determining the position of the thyroid is crucial for an accurate determination of radiological risks. The detector response using the Swiss reference phantom was in fairly good agreement with the response obtained using adult voxelised phantoms for (131)I, but should be revised for a better calibration for (125)I and for any measurements taken on paediatric patients.


Asunto(s)
Radioisótopos de Yodo/análisis , Monitoreo de Radiación/instrumentación , Radiometría/instrumentación , Glándula Tiroides/diagnóstico por imagen , Tamaño Corporal , Simulación por Computador , Femenino , Humanos , Masculino , Método de Montecarlo , Fantasmas de Imagen , Monitoreo de Radiación/métodos , Radiometría/métodos , Cintigrafía , Reproducibilidad de los Resultados , Programas Informáticos , Suiza , Glándula Tiroides/patología
7.
Radiat Prot Dosimetry ; 144(1-4): 398-401, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21044999

RESUMEN

A joint project between the Paul Scherrer Institut (PSI) and the Institute of Radiation Physics was initiated to characterise the PSI whole body counter in detail through measurements and Monte Carlo simulation. Accurate knowledge of the detector geometry is essential for reliable simulations of human body phantoms filled with known activity concentrations. Unfortunately, the technical drawings provided by the manufacturer are often not detailed enough and sometimes the specifications do not agree with the actual set-up. Therefore, the exact detector geometry and the position of the detector crystal inside the housing were determined through radiographic images. X-rays were used to analyse the structure of the detector, and (60)Co radiography was employed to measure the core of the germanium crystal. Moreover, the precise axial alignment of the detector within its housing was determined through a series of radiographic images with different incident angles. The hence obtained information enables us to optimise the Monte Carlo geometry model and to perform much more accurate and reliable simulations.


Asunto(s)
Radiografía/métodos , Algoritmos , Radioisótopos de Cobalto/análisis , Simulación por Computador , Diseño de Equipo , Germanio/análisis , Humanos , Procesamiento de Imagen Asistido por Computador , Método de Montecarlo , Fósforo/química , Protección Radiológica/instrumentación , Protección Radiológica/métodos , Radiación Ionizante , Recuento Corporal Total , Rayos X
8.
Radiat Prot Dosimetry ; 144(1-4): 464-7, 2011 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21081522

RESUMEN

Monitoring of internal exposure for nuclear medicine workers requires frequent measurements due to the short physical half-lives of most radionuclides used in this field. The aim of this study was to develop screening measurements performed at the workplace by local staff using standard laboratory instrumentation, to detect whether potential intake has occurred. Such measurements do not enable to determine the committed effective dose, but are adequate to verify that a given threshold is not exceeded. For radioiodine, i.e. (123)I, (124)I, (125)I and (131)I, a calibrated surface contamination monitor is placed in front of the thyroid to detect whether the activity threshold has been exceeded. For radionuclides with very short physical half-lives (≤ 6 h), such as (99m)Tc and those used in positron emission tomography imaging, i.e. (11)C, (15)O, (18)F and (68)Ga, screening procedures consist in performing daily measurements of the ambient dose rate in front of the abdomen. Other gamma emitters used for imaging, i.e. (67)Ga, (111)In and (201)Tl, are measured with a scintillation detector located in front of the thorax. For pure beta emitters, i.e. (90)Y and (169)Er, as well as beta emitters with low-intensity gamma rays, i.e. (153)Sm, (177)Lu, (186)Re and (188)Re, the procedure consists in measuring hand contamination immediately after use. In Switzerland, screening procedures have been adopted by most nuclear medicine services since such measurements enable an acceptable monitoring while taking into account practical and economic considerations.


Asunto(s)
Medicina Nuclear , Exposición Profesional/prevención & control , Monitoreo de Radiación/instrumentación , Protección Radiológica/instrumentación , Radiometría/instrumentación , Partículas beta , Calibración , Rayos gamma , Humanos , Tomografía de Emisión de Positrones/métodos , Dosis de Radiación , Monitoreo de Radiación/métodos , Protección Radiológica/métodos , Radioisótopos/análisis , Radiometría/métodos , Conteo por Cintilación , Propiedades de Superficie , Suiza , Recursos Humanos
9.
Radiat Prot Dosimetry ; 139(1-3): 459-62, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20395413

RESUMEN

A method of objectively determining imaging performance for a mammography quality assurance programme for digital systems was developed. The method is based on the assessment of the visibility of a spherical microcalcification of 0.2 mm using a quasi-ideal observer model. It requires the assessment of the spatial resolution (modulation transfer function) and the noise power spectra of the systems. The contrast is measured using a 0.2-mm thick Al sheet and Polymethylmethacrylate (PMMA) blocks. The minimal image quality was defined as that giving a target contrast-to-noise ratio (CNR) of 5.4. Several evaluations of this objective method for evaluating image quality in mammography quality assurance programmes have been considered on computed radiography (CR) and digital radiography (DR) mammography systems. The measurement gives a threshold CNR necessary to reach the minimum standard image quality required with regards to the visibility of a 0.2-mm microcalcification. This method may replace the CDMAM image evaluation and simplify the threshold contrast visibility test used in mammography quality.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Mamografía/normas , Garantía de la Calidad de Atención de Salud/métodos , Garantía de la Calidad de Atención de Salud/normas , Intensificación de Imagen Radiográfica/normas , Interpretación de Imagen Radiográfica Asistida por Computador/normas , Femenino , Humanos , Intensificación de Imagen Radiográfica/métodos , Interpretación de Imagen Radiográfica Asistida por Computador/métodos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Suiza
10.
Radiat Prot Dosimetry ; 139(1-3): 403-9, 2010.
Artículo en Inglés | MEDLINE | ID: mdl-20215444

RESUMEN

The aim of this work is to compare two methods used for determining the proper shielding of computed tomography (CT) rooms while considering recent technological advances in CT scanners. The approaches of the German Institute for Standardisation and the US National Council on Radiation Protection and Measurements were compared and a series of radiation measurements were performed in several CT rooms at the Lausanne University Hospital. The following three-step procedure is proposed for assuring sufficient shielding of rooms hosting new CT units with spiral mode acquisition and various X-ray beam collimation widths: (1) calculate the ambient equivalent dose for a representative average weekly dose length product at the position where shielding is required; (2) from the maximum permissible weekly dose at the location of interest, calculate the transmission factor F that must be taken to ensure proper shielding and (3) convert the transmission factor into a thickness of lead shielding. A similar approach could be adopted to use when designing shielding for fluoroscopy rooms, where the basic quantity would be the dose area product instead of the load of current (milliampere-minute).


Asunto(s)
Diseño Asistido por Computadora , Arquitectura y Construcción de Instituciones de Salud/métodos , Monitoreo de Radiación/métodos , Protección Radiológica/instrumentación , Protección Radiológica/métodos , Servicio de Radiología en Hospital , Tomografía Computarizada por Rayos X/instrumentación , Diseño de Equipo , Dosis de Radiación
11.
Phys Med Biol ; 54(13): 4299-310, 2009 Jul 07.
Artículo en Inglés | MEDLINE | ID: mdl-19531844

RESUMEN

Intensity-modulated radiotherapy (IMRT) treatment plan verification by comparison with measured data requires having access to the linear accelerator and is time consuming. In this paper, we propose a method for monitor unit (MU) calculation and plan comparison for step and shoot IMRT based on the Monte Carlo code EGSnrc/BEAMnrc. The beamlets of an IMRT treatment plan are individually simulated using Monte Carlo and converted into absorbed dose to water per MU. The dose of the whole treatment can be expressed through a linear matrix equation of the MU and dose per MU of every beamlet. Due to the positivity of the absorbed dose and MU values, this equation is solved for the MU values using a non-negative least-squares fit optimization algorithm (NNLS). The Monte Carlo plan is formed by multiplying the Monte Carlo absorbed dose to water per MU with the Monte Carlo/NNLS MU. Several treatment plan localizations calculated with a commercial treatment planning system (TPS) are compared with the proposed method for validation. The Monte Carlo/NNLS MUs are close to the ones calculated by the TPS and lead to a treatment dose distribution which is clinically equivalent to the one calculated by the TPS. This procedure can be used as an IMRT QA and further development could allow this technique to be used for other radiotherapy techniques like tomotherapy or volumetric modulated arc therapy.


Asunto(s)
Algoritmos , Modelos Biológicos , Método de Montecarlo , Radiometría/métodos , Planificación de la Radioterapia Asistida por Computador/métodos , Radioterapia Conformacional/métodos , Simulación por Computador , Humanos , Dosificación Radioterapéutica , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
12.
J Opt Soc Am A Opt Image Sci Vis ; 26(2): 425-36, 2009 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19183697

RESUMEN

We studied the influence of signal variability on human and model observers for detection tasks with realistic simulated masses superimposed on real patient mammographic backgrounds and synthesized mammographic backgrounds (clustered lumpy backgrounds, CLB). Results under the signal-known-exactly (SKE) paradigm were compared with signal-known-statistically (SKS) tasks for which the observers did not have prior knowledge of the shape or size of the signal. Human observers' performance did not vary significantly when benign masses were superimposed on real images or on CLB. Uncertainty and variability in signal shape did not degrade human performance significantly compared with the SKE task, while variability in signal size did. Implementation of appropriate internal noise components allowed the fit of model observers to human performance.


Asunto(s)
Inteligencia Artificial , Detección Precoz del Cáncer , Mamografía/métodos , Incertidumbre , Neoplasias de la Mama/diagnóstico por imagen , Simulación por Computador , Humanos , Variaciones Dependientes del Observador , Interpretación de Imagen Radiográfica Asistida por Computador
13.
Phys Med Biol ; 52(16): 5057-67, 2007 Aug 21.
Artículo en Inglés | MEDLINE | ID: mdl-17671353

RESUMEN

Helical tomotherapy is a relatively new intensity-modulated radiation therapy (IMRT) treatment for which room shielding has to be reassessed for the following reasons. The beam-on-time needed to deliver a given target dose is increased and leads to a weekly workload of typically one order of magnitude higher than that for conventional radiation therapy. The special configuration of tomotherapy units does not allow the use of standard shielding calculation methods. A conventional linear accelerator must be shielded for primary, leakage and scatter photon radiations. For tomotherapy, primary radiation is no longer the main shielding issue since a beam stop is mounted on the gantry directly opposite the source. On the other hand, due to the longer irradiation time, the accelerator head leakage becomes a major concern. An analytical model based on geometric considerations has been developed to determine leakage radiation levels throughout the room for continuous gantry rotation. Compared to leakage radiation, scatter radiation is a minor contribution. Since tomotherapy units operate at a nominal energy of 6 MV, neutron production is negligible. This work proposes a synthetic and conservative model for calculating shielding requirements for the Hi-Art II TomoTherapy unit. Finally, the required concrete shielding thickness is given for different positions of interest.


Asunto(s)
Diseño Asistido por Computadora , Traumatismos por Radiación/prevención & control , Protección Radiológica/instrumentación , Radiometría/métodos , Radioterapia Conformacional/instrumentación , Diseño de Equipo , Análisis de Falla de Equipo , Humanos , Dosis de Radiación , Protección Radiológica/métodos , Radioterapia Conformacional/métodos , Dispersión de Radiación
14.
Radiat Prot Dosimetry ; 124(4): 319-26, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-17494980

RESUMEN

Spectrometric and dosimetric measurements were made around a cask containing spent fuel and a cask containing high-level radioactive waste at the Swiss intermediate waste and spent fuel storage facility. A Bonner sphere spectrometer, an LB 6411 neutron monitor and an Automess Szintomat 6134A were used to characterise the n-gamma fields at several locations around the two casks. The results of these measurements show that the neutron fluence spectra around the cask containing radioactive waste are harder and higher in intensity than those measured in the vicinity of the spent fuel cask. The ambient dose equivalents measured with the LB 6411 neutron monitor are in good agreement with those obtained using the Bonner spheres, except for locations with soft neutron spectra where the monitor overestimates the neutron ambient dose equivalent by almost 50%.


Asunto(s)
Neutrones , Residuos Radiactivos/análisis , Radiometría/métodos , Humanos , Dosis de Radiación , Espectrometría gamma/métodos , Suiza
15.
Radiat Prot Dosimetry ; 123(3): 402-8, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-17041239

RESUMEN

The age of the patient is of prime importance when assessing the radiological risk to patients due to medical X-ray exposures and the total detriment to the population due to radiodiagnostics. In order to take into account the age-specific radiosensitivity, three age groups are considered: children, adults and the elderly. In this work, the relative number of examinations carried out on paediatric and geriatric patients is established, compared with adult patients, for radiodiagnostics as a whole, for dental and medical radiology, for 8 radiological modalities as well as for 40 types of X-ray examinations. The relative numbers of X-ray examinations are determined based on the corresponding age distributions of patients and that of the general population. Two broad groups of X-ray examinations may be defined. Group A comprises conventional radiography, fluoroscopy and computed tomography; for this group a paediatric patient undergoes half the number of examinations as that of an adult, and a geriatric patient undergoes 2.5 times more. Group B comprises angiography and interventional procedures; for this group a paediatric patient undergoes a one-fourth of the number of examinations carried out on an adult, and a geriatric patient undergoes five times more.


Asunto(s)
Radiografía/clasificación , Radiografía/estadística & datos numéricos , Medición de Riesgo/métodos , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Factores de Riesgo , Suiza
16.
Phys Med Biol ; 46(9): 2477-87, 2001 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-11580183

RESUMEN

Pencil ionization chambers are employed for the direct determination of the computed tomography dose index (CTDI), which is used for patient dosimetry in CT examinations. The chambers are calibrated in air kerma length in a reference x-ray field. The precision of calibration is influenced by several factors which are investigated in the present work. It is shown that the best irradiation length is 50% of the chamber rated length. The reading must be corrected for a residual signal due to the irradiation of the sensitive chamber volume by scattered radiation. The origin of this radiation is identified mainly at the edges of the diaphragm limiting the useful field. The residual signal is determined by a linear fit of measurements performed at minimum of three diaphragm apertures. The optimum geometric conditions are also discussed.


Asunto(s)
Iones , Radiometría/métodos , Aire , Fenómenos Biofísicos , Biofisica , Calibración , Modelos Estadísticos , Modelos Teóricos , Dispersión de Radiación , Tomografía Computarizada por Rayos X/métodos , Rayos X
17.
J Opt Soc Am A Opt Image Sci Vis ; 17(2): 193-205, 2000 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-10680621

RESUMEN

Models of human visual detection have been successfully used in computer-generated noise. For these backgrounds, which are generally statistically stationary, model performance can be readily calculated by computing the index of detectability d' from the noise power spectrum, the signal profile, and the model template. However, model observers are ultimately needed in more real backgrounds, which may be statistically non-stationary. We investigated different methods to calculate figures of merit for model observers in real backgrounds based on different assumptions about image stationarity. We computed performance of the nonpre-whitening matched-filter observer with an eye filter on mammography and coronary angiography for an additive or a multiplicative signal. Performance was measured either by applying the model template to the images or by computing closed-form expressions with various assumptions about image stationarity. Results show first that the structured backgrounds investigated cannot be considered stationary. Second, traditional closed-form expressions of detectability calculated from the noise power spectra with the assumption of background stationarity lead to erroneous estimates of model performance. Third, the most accurate way of measuring model performances is by directly applying the model template on the images or by computing a closed-form expression that does not assume image stationarity.


Asunto(s)
Diagnóstico por Imagen , Modelos Biológicos , Modelos Neurológicos , Percepción Visual/fisiología , Conducta de Elección , Angiografía Coronaria , Humanos , Mamografía
18.
J Opt Soc Am A Opt Image Sci Vis ; 17(2): 206-17, 2000 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-10680622

RESUMEN

Many investigators are currently developing models to predict human performance in detecting a signal embedded in complex backgrounds. A common figure of merit for model performance is d', an index of detectability that can be mathematically related to the proportion correct (Pc) when the responses of the model are Gaussian distributed and statistically independent. However, in many multiple-alternative forced-choice (MAFC) detection tasks, the target appears in one of M different locations within an image. If the image contains slow spatially varying luminance changes (low-pass noise), the pixel luminance values at the possible signal locations are correlated and therefore the model/human responses to the different locations might also be correlated. We investigate the effect of response correlations on model performance and compare different figures of merit for these conditions. Our results show that use of the standard d' index of detectability assuming statistical independence can lead to erroneous underestimates of Pc and misleading comparisons of models. We introduce a novel figure of merit d'(r) that takes into account response correlations and can be used to accurately estimate Pc. Furthermore, we show that d'(r) can be readily related to the standard index of detectability d' by d'(r) = d'/square root of (1 - r), where r is the correlation between the responses in any MAFC detection task. We illustrate the use of the theory by computing figures of merit for two linear models detecting a signal in one of four locations within medical image backgrounds.


Asunto(s)
Diagnóstico por Imagen , Modelos Biológicos , Modelos Neurológicos , Percepción Visual/fisiología , Conducta de Elección/fisiología , Humanos
19.
Med Phys ; 26(7): 1365-70, 1999 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-10435539

RESUMEN

The knowledge of the relationship that links radiation dose and image quality is a prerequisite to any optimization of medical diagnostic radiology. Image quality depends, on the one hand, on the physical parameters such as contrast, resolution, and noise, and on the other hand, on characteristics of the observer that assesses the image. While the role of contrast and resolution is precisely defined and recognized, the influence of image noise is not yet fully understood. Its measurement is often based on imaging uniform test objects, even though real images contain anatomical backgrounds whose statistical nature is much different from test objects used to assess system noise. The goal of this study was to demonstrate the importance of variations in background anatomy by quantifying its effect on a series of detection tasks. Several types of mammographic backgrounds and signals were examined by psychophysical experiments in a two-alternative forced-choice detection task. According to hypotheses concerning the strategy used by the human observers, their signal to noise ratio was determined. This variable was also computed for a mathematical model based on the statistical decision theory. By comparing theoretical model and experimental results, the way that anatomical structure is perceived has been analyzed. Experiments showed that the observer's behavior was highly dependent upon both system noise and the anatomical background. The anatomy partly acts as a signal recognizable as such and partly as a pure noise that disturbs the detection process. This dual nature of the anatomy is quantified. It is shown that its effect varies according to its amplitude and the profile of the object being detected. The importance of the noisy part of the anatomy is, in some situations, much greater than the system noise. Hence, reducing the system noise by increasing the dose will not improve task performance. This observation indicates that the tradeoff between dose and image quality might be optimized by accepting a higher system noise. This could lead to a better resolution, more contrast, or less dose.


Asunto(s)
Mama/anatomía & histología , Mamografía , Dosis de Radiación , Biofisica/métodos , Femenino , Humanos , Modelos Biológicos , Variaciones Dependientes del Observador , Reproducibilidad de los Resultados
20.
Eur Radiol ; 6(4): 485-8, 1996.
Artículo en Inglés | MEDLINE | ID: mdl-8798029

RESUMEN

Image quality and dose produced by a spiral CT with various pitch values were investigated on the basis of test-object images and measurements of CT dose indexes. No major difference in image quality or dose was observed when comparing sequential and spiral mode acquisition with a pitch of one. Increase in pitch value produces a loss of contrast which leads to a loss of detectability. Nevertheless, in realistic protocols the image quality in the transverse plane remains acceptable up to pitch values of 1.3-1.6.


Asunto(s)
Dosis de Radiación , Intensificación de Imagen Radiográfica/métodos , Tomografía Computarizada por Rayos X/métodos , Artefactos , Calibración , Procesamiento de Imagen Asistido por Computador , Metilmetacrilato , Metilmetacrilatos , Fantasmas de Imagen , Poliestirenos , Garantía de la Calidad de Atención de Salud , Reproducibilidad de los Resultados , Agua
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