
ORIGINAL ARTICLE 



Year : 2010  Volume
: 35
 Issue : 2  Page : 8899 

Suitability of point kernel dose calculation techniques in brachytherapy treatment planning
Thilagam Lakshminarayanan^{1}, KV Subbaiah^{1}, K Thayalan^{2}, SE Kannan^{1}
^{1} Safety Research Institute, Atomic Energy Regulatory Board, Kalpakkam  603 102, India ^{2} Barnard Institute of Radiology & Oncology, Madras Medical College & Government General Hospital, Chennai  600 003, India
Date of Submission  20Apr2009 
Date of Decision  19May2009 
Date of Acceptance  15Aug2009 
Date of Web Publication  3Apr2010 
Correspondence Address: Thilagam Lakshminarayanan Safety Research Institute, Atomic Energy Regulatory Board, Govt. of India, IGCAR CAMPUS, Kalpakkam India
Source of Support: None, Conflict of Interest: None  Check 
DOI: 10.4103/09716203.62202
Abstract   
Brachytherapy treatment planning system (TPS) is necessary to estimate the dose to target volume and organ at risk (OAR). TPS is always recommended to account for the effect of tissue, applicator and shielding material heterogeneities exist in applicators. However, most brachytherapy TPS software packages estimate the absorbed dose at a point, taking care of only the contributions of individual sources and the source distribution, neglecting the dose perturbations arising from the applicator design and construction. There are some degrees of uncertainties in dose rate estimations under realistic clinical conditions. In this regard, an attempt is made to explore the suitability of point kernels for brachytherapy dose rate calculations and develop new interactive brachytherapy package, named as BrachyTPS, to suit the clinical conditions. BrachyTPS is an interactive point kernel code package developed to perform independent dose rate calculations by taking into account the effect of these heterogeneities, using two regions build up factors, proposed by Kalos. The primary aim of this study is to validate the developed point kernel code package integrated with treatment planning computational systems against the Monte Carlo (MC) results. In the present work, three brachytherapy applicators commonly used in the treatment of uterine cervical carcinoma, namely (i) Board of Radiation Isotope and Technology (BRIT) low dose rate (LDR) applicator and (ii) Fletcher Green type LDR applicator (iii) Fletcher Williamson high dose rate (HDR) applicator, are studied to test the accuracy of the software. Dose rates computed using the developed code are compared with the relevant results of the MC simulations. Further, attempts are also made to study the dose rate distribution around the commercially available shielded vaginal applicator set (Nucletron). The percentage deviations of BrachyTPS computed dose rate values from the MC results are observed to be within plus/minus 5.5% for BRIT LDR applicator, found to vary from 2.6 to 5.1% for Fletcher green type LDR applicator and are up to 4.7% for FletcherWilliamson HDR applicator. The isodose distribution plots also show good agreements with the results of previous literatures. The isodose distributions around the shielded vaginal cylinder computed using BrachyTPS code show better agreement (less than two per cent deviation) with MC results in the unshielded region compared to shielded region, where the deviations are observed up to five per cent. The present study implies that the accurate and fast validation of complicated treatment planning calculations is possible with the point kernel code package.
Keywords: Brachytherapy, cervical cancer, low dose rate, treatment planning system, point kernel code, Monte Carlo
How to cite this article: Lakshminarayanan T, Subbaiah K V, Thayalan K, Kannan S E. Suitability of point kernel dose calculation techniques in brachytherapy treatment planning. J Med Phys 2010;35:8899 
How to cite this URL: Lakshminarayanan T, Subbaiah K V, Thayalan K, Kannan S E. Suitability of point kernel dose calculation techniques in brachytherapy treatment planning. J Med Phys [serial online] 2010 [cited 2019 Apr 25];35:8899. Available from: http://www.jmp.org.in/text.asp?2010/35/2/88/62202 
Introduction   
The curative potential of radiation therapy in the management of gynecological cancers is greatly enhanced by the use of intracavitary brachytherapy (ICBT). ICBT is a method of delivering dose in a localized way. The most common brachytherapy techniques used in the treatment of cervical carcinoma are based on the Manchester source system^{ [1],[2],[3]} comprising an intrauterine (IU) tube and two vaginal ovoids. This arrangement produces the classical "pearshaped" isodose distribution with the widest part of the distribution located around the cervix.
To protect rectum, bladder and vaginal regions various lead or tungsten shields are employed in ovoids of some cervical and vaginal applicators. Some applicators incorporate shields with special geometry, which do not have cylindrical symmetry. It is quite complex to take this correction into account. Many treatment planning systems neglect source and applicator encapsulations and colpostat shielding in their dose calculation algorithms. They perform dose computation either by simple superposition or by interpolations from a table of dose rates in water, stored for each source. These dose rate tables (DRT) assume cylindrical symmetry of the sources and the medium in which the calculations is made is water equivalent, with no modification for different heterogeneities and no account for intersource effects or applicator attenuation. For typical clinical applications, the dose calculation by simple superposition or using DRT, which accounts only for the contributions of individual sources and the source distribution, may overestimate the dose at ICRU38 reference points.^{ [4]} In the recently developed commercially available treatmentplanning systems, the AAPM Task Group 43 (TG43) protocol^{ [5],[6]} is recommended for dose rate calculation. The TG43 approach consists of using measured and MC generated dose rate distributions directly for clinical dose calculations. In the present study, a new dose rate calculation technique is proposed for brachytherapy treatment planning.
A point kernel code BrachyTPS, developed for computing dose rate distributions by taking into account the effect of heterogeneities in ICBT applicators, is presented. The code computes dose rates at the desired locations due to point or volumetric radioactive sources in the presence of other nonemitting material acting as shielding. Buildup factors are considered to account for radiation scattering effects, using the geometricprogression (GP) formula in the fitting function. The dose computations have been performed by treating each individual volumetric source as several point sources and by summing, at the point of interest, the contributions of the individual sources placed inside the applicator. The major advantage of this code is that the heterogeneity in brachytherapy is taken care by using two regions buildup factors, proposed by Kalos.^{ [7]}
The purpose of the present work is to evaluate the computational efficiency of the point kernel code with the dose calculation algorithm accounting for source encapsulation, applicator attenuation and the shielding effects of the ICBT applicators. The accuracy of the code has been tested by performing dose rate computations for some of the commonly used ICBT applicators and by comparing with estimates obtained from one of the most precise methods of brachytherapy dose calculations like MC simulations and with the other available literatures.^{ [8],[9],[10]} Results of these comparisons are presented and discussed in the following sections.
Materials and Methods   
MC simulations are generally reliable for dose rate computations, especially in brachytherapy, provided that the geometrical modeling, input information and photon interaction crosssection data etc. are accurate. But, owing to its slow computational time it is not a choice in clinical dosimetry. As a solution to this problem a point kernel based technique has been developed to meet the clinical requirements in precision and time. As primary input data, the code takes patients' planning data including the source specifications, dwell positions, dwell times and it computes the dose rates at reference points by dose point kernel formalisms, with multilayer shield buildup factors accounting for the contributions from scattered radiation. In the present study, MC simulations are also performed for all cases to test the accuracy of BrachyTPS computations.
BrachyTPS  Interactive Point kernel Code Based Treatment Planning Package:
A point kernel ray tracing technique for dose rate computations
For dose calculations, the BrachyTPS code uses the pointkernel ray tracing technique. In this method, the point kernel representing the transfer of energy by the uncollided flux along a lineofpath is combined with an appropriate buildup factor to account for the contribution of scattered photons. For the distributed volume source case, the point kernel is integrated over the source volume for all probable energies emitted. The dose rate can be represented as an integral equation
Where, K fluxtodose rate conversion factor^{ [11]}
S(r') source density in Bq /cm^{ 3}
B (µ/ r r'/, E) Dose buildup factor at gamma ray energy E
µ Gamma ray linear attenuation coefficient at energy E
/ r r'/ Distance between the detector and source point
The above integral is replaced by summation by discretizing the source in to small pieces of definite small volume. For calculations, point source located at the center of volume element with the source strength present in that volume is considered. Line sources are approximated as series of point sources with Äl is equal to 0.05mm. The number of point sources assumed depends on the length of the line source. The optical distance from the point source to the detector location is calculated by the Combinatorial Geometry (CG) package. By substituting appropriate values of the variables in equation (1.0), the dose rate is calculated. The dose rates thus estimated are summed up over the entire region of the source and over all possible gamma ray energy groups. The buildup factors used are based on the ANSI/ANS 6.4.31991,^{ [12]} which includes buildup factors computed through gammaray transport calculations performed in infinite homogeneous media from various codes.
Buildup factors account for the estimation of scattered contribution to the dose rate and thus avoiding detailed radiation transport calculations. The code uses GP functional coefficients available for 26 commonly used shielding materials in the energy range of 15keV to 15 MeV. The functional form of Harima et al,^{ [13]} for computing buildup factor is
Where,
B is Buildup factor at 1 meanfreepath
x = (µ/ r r'/) is the source to detector distance in meanfreepath
a, b, C, d and x_{ K} are parameters built in to the code as a fixed blocked data.
The present study employs a method proposed by Kalos,^{ [7]} for computing multilayer shield buildup factors. For twolayer shields of optical thicknesses l_{1 }and l_{2 }and effective atomic numbers Z_{}1 and Z_{} 2 , numbered in the direction from source to detector, a commonly applied rule is that if Z_{} 2 >Z_{} 1, then the overall buildup factor is approximately equal to the buildup factor B_{} 2 for material 2 evaluated at the total optical thickness (l_{1 } + l_{2}). On the contrary if Z_{} 1 >Z_{} 2 , then the overall buildup factor is the product B_{} 1 (l_{1}) x B_{} 2 (l_{2}) .
But a more precise method for two layer shields is that of Kalos,^{ [7]} which states that the overall buildup factor for tworegions of optical thickness l_{1} and l_{2} and effective atomic numbers Z_{} 1 and Z_{} 2 , numbered in the direction from source to detector, is
The Brachytherapy dosimetry, which usually involves two distinct regions viz. source with encapsulation and tissue medium, can be treated using equation 4.0 of Kalos's method and is employed in BrachyTPS package.
Isodose distributions
The developed package computes three dimensional dose distributions in the 3D matrix defined by user selection of calculation limits, which determines thereby the resolution of the calculation grid. This approach allows us to evaluate the isodose curves produced by the sources, in any plane, normalized at any point of interest and a three dimensional (3D) distribution of user selected isodose surfaces in any direction. The block diagram of BrachyTPS for calculating 2D and 3D isodose distributions is shown in [Figure 1].
Layout of BrachyTPS
The layout of the developed interactive point kernel package BrachyTPS is shown in [Figure 2]. The options and controls used to feed the input information like source and applicator specifications, mesh sizes, reference points for computations, reference contour levels and to get the output information like dose rates at reference points and 2D and 3D isodose distributions are displayed in it. As a demo problem, the 2D and 3D isodose distributions computed around a ^{ 137} Cs point source using BrachyTPS package are shown in [Figure 2].
Description of Applicators with Respective Sources
The BRIT LDR applicator with BRIT made CSA1 and CSA2 ^{ 137} Cs^{ } sources, the Fletcher Green type LDR applicator with Amersham made CDCJ ^{ 137} Cs source and FletcherWilliamson HDR applicator with Nucletron made mHDR ^{ 192} Ir are studied in the present work. These applicators consist of an intrauterine tube and tilted cylindrical vaginal ovoids. The intrauterine tubes of are made up of stainless steel and are either straight or bent anteriorly at angles of 15º, 30º or 45º. The vaginal ovoids are also made of stainless steel and have two bends. The bend in the plane of uterine tube helps to increase the separation between vaginal sources and the bend in the sagittal plane helps to position the vaginal ovoids at an angle to the plane of the uterine sources so as to minimize the dose to the rectum. As an example of shielded applicator, the dose rate distribution taking into account the effect of the internal structure as well as the shielding used with a vaginal cylindrical applicator set (Applicator 084.320, Nucletron Corporation, Columbia MD, USA) with Nucletron made mHDR ^{ 192} Ir is estimated. The vaginal cylinder consists of 15cm long cylinder plastic shell with an outer diameter of 3.0 cm and 0.5 cm thick wall. It centered on a thinwall stainless steel tube (0.4 cm outer diameter) which serves as pathway for the ^{ 192} Ir source. There is an air gap between the steel tube and the inner wall of the cylinder. This gap can be filled with 0.8 cm thick tungsten 90º, 180º, or 270º shields. ^{[10],[14]} All these components are held in place along with the central tube by the plastic end cap. The mHDR ^{ 192} Ir source of strength 1Ci (3.7x10^{ 4} MBq) is simulated approximately 4.5 cm from the tip of the applicator. MCNP plot depicting the geometrical models of the shielded vaginal cylinder is shown in [Figure 3]b.
The main features of all these applicators and their respective sources are given in [Table 1]. In MC simulations, the applicators and the sources are modeled with the exact geometry as described in previous literatures^{ [8],[9],[10],[15],[16],[17],[18],[19],[20],[21]} but in BrachyTPS simulations, computations are performed with the homogenized density of material for the given dimensions.
MCNP  Monte Carlo Method
MC simulations are performed using well established Monte Carlo NParticle (MCNP4B) code^{ [18]} developed at LANL. MCNP is a general purpose continuous energy, generalisedgeometry Monte Carlo code, which deals with transport of neutrons, photons, and coupled electron photon transport, i.e., transport of secondary electrons resulting from gamma interactions. The applicators are modeled with the respective sources as per the material and geometrical information available in the previous studies.^{ [8],[9],[10],[15],[16],[17],[18],[19],[20],[21]} MC plots of source loadings in BRIT LDR applicator with long, straight intrauterine tube and vaginal ovoids (of angulation ~40º) at 3 cm separation is shown in [Figure 3]a and [Figure 3]b depicts the geometrical models of the shielded vaginal cylinder as simulated in MC code. The deviations observed between MCNP simulations of ^{ 137} Cs sources with and without Ba K Xrays are less than 0.5% and therefore, photon of energy 0.662MeV alone is considered with the corresponding probability of emission (0.851) for all MCNP simulations using ^{ 137} Cs sources. The gamma ray photon energies and corresponding emission probabilities for the ^{ 192} Ir isotope is taken from literature,^{ [10],[14]} for simulation of the HDR brachytherapy source. The gamma photon emission spectrum of ^{ 192} Ir is shown as a line spectrum representation in [Figure 4]. The energy distribution of the photon source used for this study is realized using the SDEF card options of the MCNP viz. SI, SP cards. All MCNP calculations are carried out with Mode P and photon energy cutoff has been set to one keV.
The MCNP tally option utilized for this problem is the *F5 (MeV/cm^{ 2} ) tally with Mode P, to evaluate the required parameter of interest viz. dose rates. The *F5 tally of MCNP code estimates photon energy fluence spectrum for one starting particle per second. The photon energy fluence spectrum thus obtained using *F5 tallies of MCNP simulations are converted into dose rates (Gy/hr) by using the mass energy absorption coefficients of water provided by Hubbell and Seltzer^{ [19]} and by using the corresponding conversion factors as depicted in the following equation
Where E_{ i} is Midpoint of each energy bin, ψ(E_{ i} ) is the differential photon energy fluence (MeVcm^{ 2} ) per unit energy interval at energy E_{ i,, } per source photon and ÄE is the energy bin width. is the mass energy absorption coefficient of water at energy E_{ i} . It may be noted that
Φ(E_{ i} ) being the differential photon fluence at energy E_{ i} (photons cm^{ 2} MeV^{ 1} ) per initial source photon. A, C and T are conversion constants having numerical values, B = 1.602 × 10^{ 13} J MeV^{ 1} , C = 10^{ 3} kg g^{ 1} and T = 3600 s h^{ 1} ; D is the number of particles emitted per Bq and is equal to 2.364^{ [14]} for ^{ 192} Ir and 0.851 for ^{ 137} Cs.
*F5 tallies, the relative errors R of the mean value are less than plus/minus 0.003% for 1 x 10^{ 7} particle histories considered in the BRIT LDR and vaginal cylinder simulations and are as shown Table in [Table 2] and [Table 3] for other simulations.
Reference Points for Dose Rate Computations
The two most commonly used systems for dose specifications in the treatment of cervical carcinoma are the Manchester system^{ [1],[2],[3]} and the ICRU^{ [4]} system. In the present study, the dose rate computations of intracavitary applicators are performed at points A and B of Manchester system and ICRU rectum and bladder reference points. Except for vaginal cylinder, in all other MCNP simulations, dose rates are computed only at the dose specification points. But in all BrachyTPS simulations, for each applicator, the dose distributions are computed in a 10 × 10 × 10 cm^{ 3} grid around the region of interest by taking into account each dwell position of the source.
Results and Discussions   
Discussions are aimed at comparison of BrachyTPS results with those of one of the most precise computational tools like MCNP code. The main cause of uncertainties involved in BrachyTPS calculations is extrapolation or interpolation of buildup factors used with the package and it leads to uncertainties up to five per cent. As this is expected in all BrachyTPS simulations they are not reported separately in each of the following discussions.
Dosimetry of BRIT LDR Applicator
The dose rates at reference points are estimated for ideal positioning of applicators with the straight and tilted, long and medium IU tubes, using BrachyTPS and MCNP codes. The source assembly meant for long uterine tube has three source capsules (S_{ 1} , S_{ 2} and S_{ 3} ) of nominal air kerma strengths 350, 230 and 230 µGy h^{ 1} m^{ 2} (120, 80 and 80 mCi), from the fundus end and the medium uterine tube has two source capsules of nominal air kerma strengths 350 and 230 µGy h^{ 1} m^{ 2} (120 and 80 mCi). The vaginal applicators have one source (S_{ 4} or S_{ 5} ) each of 230 µGy h^{ 1} m^{ 2 } (80 mCi). Sources are usually loaded in such a way that the fundus end of uterine tube has higher strength, CSA1 type source. The closed end of the source (thickness one mm) faces the closed end of the applicator and the cap end of the source faces outward. The loading is similar for vaginal applicators with a single CSA2 type source. The simulations have been performed for different cases with the separation between the vaginal ovoids varying from 2.5 cm to 4.0 cm and the distance of their centres below external OS level varying from 1.25cm to 2.0cm with the source loadings as specified in the previous studies.^{ [15],[16]}
To study the applicator influence in the absorbed dose rate at the reference points, two different geometries are considered. One with the sources loaded in ovoids and tandem and the other with sources only, arranged in the same way as if they were inside the ovoids and tandem. The dose rates computed at point A and point  B for long straight Intrauterine tube (IUT) and vaginal ovoids with and without applicator materials are given in [Table 4],[Table 5] details out point A and point  B dose rates for various angulations of IUT and for various separations of vaginal ovoids of BRIT LDR applicator.
In MCNP simulations, the dose rate reductions due to applicator wall material are estimated to be 1.7% and 0.6% respectively at pointA and pointB whereas BrachyTPS computed reductions at these points are 2.1% and 1.8% respectively. The reason for this less significant effect in these simulations may be due to thin applicator wall material and 'Z' of the material of the applicator. However, it may be higher and significant if thick walled applicator made up of high 'Z' material is used. Probably this may be much more significant, while considering shielded ovoids. Rodriguez et al and de Almeida et al,^{ [8,17]} reported from their studies that the variation of dose due to the effect of the shielded applicator is 15.6% and 14.0% in the rectum and bladder respectively and 5.6% in the point of prescription ~point A.
The absolute deviations of BrachyTPS computed dose values from MC results are observed to be within plus/minus 5.5% for BRIT LDR applicator. Dose distributions in the coronal and sagittal planes, normalized at point A, are obtained using BrachyTPS code for standard loading with long, straight intrauterine tube and vaginal ovoids (of angulation ~40º) at three cm separation and is shown in [Figure 5].
Dosimetry of Fletcher Green Type LDR Applicator
The Fletcher Green type LDR applicator with Amersham made ^{ 137} Cs sources has been modeled as specified in the previous studies of Rodriguez et al and de Almeida et al.^{ [8],[17]} In order to estimate the dose rate at the reference points, five CDCJ types, ^{ 137} Cs (Amersham International) sources are considered. Two sources (S_{ 4} and S_{ 5} ) with the total linear reference air kerma rate of 72.3 µGy h^{ 1} m^{ 2} cm^{ 1} are modeled inside the colpostats of and three sources (S_{ 1} , S_{ 2} and S_{ 3} ) with the total air kerma rate of 54.2, 36.2 and 36.2 µGy h^{ 1} m^{ 2} cm^{ 1} are modeled in the intrauterine tandem. In the present computations, only the sources have been modeled, arranged in the same way as if they were inside the applicator and tandem. The dose rates calculated by the BrachyTPS and MC codes are given in [Table 2]. The maximum deviations of BrachyTPS computed dose with the MC simulations for this applicator set is 5.1%.
Dose distributions in the coronal and sagittal planes, normalized at point A, are obtained using BrachyTPS code for standard loading with long, 15º tilted intrauterine tube and vaginal ovoids (of angulation 30º in relation to the handle) at three cm separation and is shown in [Figure 6].
Dosimetry of FletcherWilliamson HDR Applicator
Computations have been performed for a conventional brachytherapy treatment plan for the HDR with the prescribed dose of 7.5 Gy at the average of left and right pointA. A total of 20 active dwell positions are used in the HDR plan computations, including 3 in each ovoid as in the available literature.^{ [10]} A 5mm step size is used. The source specifications are used as reported in the previous study.^{ [10]} The dose rates calculated at the clinical reference points using the developed package and MC code are compared in [Table 3]. The maximum deviations of BrachyTPS computed dose with the MC simulations for this applicator set is 4.7%. Isodose distributions in the coronal and sagittal planes, normalized at point A, computed using BrachyTPS code is shown in [Figure 7].
Dose Distribution Around Shielded Vaginal Cylindrical Applicator Set
The study has been carried out to obtain the dose rate distributions around the shielded vaginal applicator. The computations have been performed using BrachyTPS and MCNP codes under identical conditions for 0.8 cm thick 90º, 180º and 270º tungsten shielding. Dose rates are computed sequentially from 0º to 180º at every 5º interval for each radial distance starting from 1.5 cm, from the centre of the cylinder to 11.0 cm in steps of 0.5 cm. In MCNP simulations, the dose rates are computed only from 0º to 180º and then the dose distribution between 180º and 360º are duplicated from those of 0º to 180º. The 30, 50, 100, 200, 500, 1000 and 1500 cGy/hr isodose lines obtained from MCNP and BrachyTPS simulations are plotted for all the three cases using BrachyTPS software and are shown in [Figure 8],[Figure 9],[Figure 10]. The results computed using BrachyTPS code show good agreement (less than two per cent deviation) with the MCNP results in the unshielded region compared to the shielded region, where the deviations are observed to be up to five per cent. The deviations can be observed from the spread in the plots.
Conclusions   
Computational efficiency of the newly developed brachytherapy treatment planning package BrachyTPS with the dose calculation algorithm, accounting for heterogeneities exist in ICBT applicators is analyzed. Accuracy of the software is tested by performing dose rate computations for some ICBT applicators commonly used in the treatment of uterine cervical carcinoma and by comparing with estimates obtained from MC simulations and with the other available literatures. The following are the broad observations made:
 The developed point kernel code package BrachyTPS is capable of addressing the applicator shielding and its heterogeneities in dose calculations.
 The buildup factor taking care of scattering term hastens calculations using BrachyTPS whereas MC simulations are characterized by slow computational time. Therefore, the developed package may serve as a quick tool to compute and display dose distributions.
 In MCNP simulations of BRIT LDR applicator, the dose rate reductions due to applicator wall material are estimated to be 1.7% and 0.6% respectively at pointA and pointB whereas they are 2.1% and 1.8% respectively in BrachyTPS calculations. The reason for this less significant effect observed in these simulations may be due to thin applicator wall material and 'Z' of the material of the applicator. However, it may be higher and significant if thick walled applicator made up of high 'Z' material is used. Probably this may be much more significant, while considering shielded ovoids.
 The dose rates computed at clinical reference points of Manchester system and ICRU 38 by using BrachyTPS code, employing multiregional buildup factors proposed by Kalos^{ [7]} are found to be in good agreement with the MCNP results for all the cases studied and with the available literature^{ [17]} for Fletcher green type LDR applicator.
 The percentage deviations of BrachyTPS computed dose rate values from the MC results are observed to be within plus/minus 5.5% for BRIT LDR applicator, found to vary from 2.6% to 5.1% for Fletcher green type LDR applicator and are up to minus 4.7% for FletcherWilliamson HDR applicator.
 The dose rate distributions computed around the shielded vaginal applicator using BrachyTPS code agree well (less than two per cent deviation) with the MCNP results in the unshielded region compared to the shielded region, where deviations are up to five per cent.
 The 2D isodose distributions, computed using BrachyTPS code in coronal and sagittal planes, normalized at point A also agree well with the available literatures.^{ [10],[15],[16]}
The present study throws light on suitability of point kernel dose calculation techniques for brachytherapy treatment planning and the developed package is observed to meet the clinical requirements for precision and time.
Acknowledgments   
The authors are thankful to Dr. Miguel L. Rodriguez and Sivakumar S.S. for their kind help in providing valuable information on source positions related to their studies.
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[Figure 1], [Figure 2], [Figure 3], [Figure 4], [Figure 5], [Figure 6], [Figure 7], [Figure 8], [Figure 9], [Figure 10]
[Table 1], [Table 2], [Table 3], [Table 4], [Table 5]
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