Acta medica Lituanica ISSN 1392-0138 eISSN 2029-4174

2021. Online ahead of print DOI: https://doi.org/10.15388/Amed.2021.28.2.13

Local Diagnostic Reference Levels for Paediatric Head CT Procedures

Birutė Gricienė*
Faculty of Medicine, Vilnius University, Vilnius, Lithuania
Vilnius University Hospital Santaros Klinikos, Vilnius, Lithuania
ORCID: https://orcid.org/0000-0002-9224-6512

Monika Šiukšterytė
Faculty of Medicine, Vilnius University, Vilnius, Lithuania

Abstract. Background. Patients, especially children, are exposed to substantially high doses of ionising radiation during computed tomography (CT) procedures. Children are several times more susceptible to ionising radiation than adults. Diagnostic reference levels (DRLs) are an important tool for monitoring and optimising patient radiation exposure from radiological procedures. The aim of this study is to estimate the ionising radiation exposure doses and set local DRLs for head CT examinations according to age and to compare local DRLs with national and European DRLs and with literature data in other countries.
Materials and methods. Scan parameters of single-phase head CT examinations were collected. Patients were grouped by age in the following intervals: <1, 1−5, 5−10, 10−15 and 15−18 years. Local age-based DRLs set as the 3rd quartile of the median dose-length product (DLP) were calculated. Literature analysis was performed on PubMed search engine on inclusion criteria: publication date 2015–2020, used keywords paediatric computed tomography, paediatric CT, diagnostic reference levels (DRLs). The 23 articles discussing paediatric DRLs were further analysed.
Results. Data was collected from 194 paediatric head CT examinations performed in 2019. The median DLP values for head CT were 144.3, 233.7, 246.4, 288.9, 315.5 for <1, 1−5, 5−10, 10−15 and 15−18 years old groups. Estimated local DRLs for head CT examinations are 170, 300, 310, 320, 360 mGy*cm for <1, 1−5, 5−10, 10−15 and 15−18 years age groups respectively and 130, 210, 275, 320 mGy*cm for 0−3 months, 3 months−1 year, 1−6 years and ≥ 6 years age groups respectively.
Conclusions. Results of this study showed that settled new local DRLs of head CT examinations were 2–4 times lower than national DRLs and about 2 times lower than European DRLs. Moreover, the study indicated that paediatric head CT doses are significantly lower in comparison with those indicated in the majority of published data from other hospitals over the last 6 years. Patient dose assessment and local DRLs establishment plays important role in future exposure optimisation.
Keywords: paediatric, computed tomography, diagnostic reference levels, patient exposure, ionising radiation.

Vietiniai diagnostiniai atskaitos lygiai vaikų galvos KT tyrimams

Santrauka. Įvadas. Kompiuterinės tomografijos (KT) procedūrų metu pacientai, ypač vaikai, gauna dideles jonizuojančiosios spinduliuotės dozes. Vaikai yra kelis kartus jautresni jonizuojančiajai spinduliuotei nei suaugusieji. Diagnostiniai atskaitos lygiai (DAL) yra svarbi priemonė paciento apšvitai gautai radiologinių procedūrų metu vertinti ir optimizuoti. Šio tyrimo tikslas yra įvertinti vaikų galvos KT apšvitą, nustatyti vietinius DAL vaikų galvos KT tyrimams ir palyginti juos su nacionaliniais ir europiniais DAL bei kitų šalių vietiniais DAL vaikų galvos KT tyrimams.
Medžiaga ir metodai. Buvo surinkti vienos fazės galvos KT tyrimų parametrai. Pacientai sugrupuoti pagal amžių (<1, 1−5, 5−10, 10−15 ir 15−18 m.) ir apskaičiuotos vietinių DAL vertės. Literatūros paieška buvo atlikta „PubMed“ duomenų bazėje pagal šiuos kriterijus: publikacijos data 2015–2020 m., vartojami raktiniai žodžiai vaikų kompiuterinė tomografija, vaikų KT, diagnostiniai atskaitos lygiai, DAL. Analizei buvo pasirinkti 23 straipsniai, kuriuose aptariami vaikų galvos KT tyrimų DAL.
Rezultatai. Duomenys buvo surinkti iš 194 vaikų galvos KT tyrimų, atliktų 2019 metais. Dozės ir ilgio sandaugos (DLP) medianos vertės buvo 144,3, 233,7, 246,4, 288,9, 315,5 atitinkamai <1, 1−5, 5−10, 10−15 ir 15−18 amžiaus grupėms. Nustatyti galvos KT vietiniai DAL (170, 300, 310, 320, 360 mGy*cm atitinkamai <1, 1−5, 5−10, 10−15 ir 15−18 amžiaus grupėms ir 130, 210, 275, 320 mGy*cm atitinkamai 0−3 mėn., 3 mėn.−1 m., 1−6 m. ir ≥ 6 m. amžiaus grupėms).
Išvados. Šio tyrimo rezultatai parodė, kad mūsų nustatyti vietiniai DAL vaikų galvos KT tyrimams yra 2–4 kartus mažesni nei nacionaliniai šalies DAL ir apie 2 kartus mažesni nei europiniai DAL. Be to, tyrime įvertintos vaikų galvos KT apšvitos dozės buvo mažesnės, palyginti su dauguma publikuotų ligoninių duomenų per paskutinius 6 metus.
Literatūros analizė rodo, kad yra mažas publikacijų skaičius šia tema Europos lygmeniu, todėl svarbu tęsti vaikų KT procedūrų apšvitos dozių optimizavimo tyrimus.
Raktiniai žodžiai: vaikai, kompiuterinė tomografija, diagnostiniai atskaitos lygiai, pacientų apšvita, jonizuojančioji spinduliuotė

__________

* Corresponding author: Birute Griciene, Vilnius University, Ciurlionio st. 21/27, LT-03101, Lithuania, Vilnius. Tel: +370 52501811.
E-mail: birute.griciene@gmail.com

Received: 31/03/2021. Revised: 21/05/2021. Accepted: 08/06/2021
Copyright © 2021
Birutė Gricienė, Monika Šiukšterytė. Published by Vilnius University Press.This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Introduction

Computed tomography (CT) is the imaging technique that creates two-dimensional cross-sectional images from three-dimensional body structures and allows physicians to examine the human bones, blood vessels and soft tissues one slice at a time [1-3]. CT procedures are the main source of medical radiation exposure accounting for 24–34% of the world’s annual collective dose, and its use in healthcare is rapidly expanding during the last years [3, 4].

CT scan is a lifesaving and medically beneficial diagnostic tool, however, it creates at least 5–20 times higher ionizing radiation levels than conventional radiographic techniques [4-6]. The patients are exposed to substantially high doses of radiation during CT procedures – a chest CT delivers 100 times the chest X-ray radiation [1, 5]. In addition to this, three CT procedures are performed for 30% of patients, five CT procedures are performed for 7% of patients, and 4% of patients are scanned 9 times and more in a lifetime [1]. Approximately 3–11% of CT scans are performed in the population below 21 years old [7]. The most scanned anatomical regions in children and adolescents are the head [2, 4, 6, 7], the thorax and the abdomen [4, 6]. CT is a standard diagnostic method for detecting paediatric cancer, appendicitis, heart diseases, renal calculi and traumas and is a very useful tool allowing to carry out the procedure without sedation for children [1].

Despite this imaging technique’s speed and accuracy, the excess use of paediatric CT is associated with some risks that must be considered. Ionizing radiation exposure can cause two types of detrimental biological effects – deterministic and stochastic ones. Deterministic effects occur when the threshold high radiation dose is exceeded over a short period. High doses result in severe outcomes, for instance, radiation-induced cataract, skin erythema, sterility, and hair loss. Stochastic effects are caused by series of events that provoke cell transformation and mutation and lead to cancer induction. There is no threshold dose, and it is generally assumed that the risk increases proportionally with dose [1].

Children are 2–10 times more susceptible to ionizing radiation than adults depending on children’s age [1, 7]. They get relatively higher effective doses because of their higher radiosensitivity. In addition to this, children have a longer lifespan after radiation exposure compared to adults and are also more likely to undergo repeated CT scans throughout their lifetime [1, 6, 8]. The most exposed to ionizing radiation are organs and tissues such as red bone marrow, brain, thyroid gland, etc. [3]. Leukaemia and intracranial tumors are the most common cancers in childhood [10]. The risk of central nervous system cancer and leukaemia is increased concerning cumulative CT radiation dose to the brain and the red bone marrow [2, 3, 6, 9-11]. The cumulative dose of 2–3 head CTs triples the risk of leukaemia and also might triple the risk of brain cancer [10]. Though the individual risk of cancer over life is relatively small, the increased numbers of CT procedures have become a public health issue. In the ten years after the first CT scan for patients younger than 10 years old, one case of brain cancer and one case of leukaemia per 10000 CT scans are estimated to occur [10]. There is also a risk of other solid cancers, e.g., breast [6] and thyroid cancers [3, 6]. Thyroid cancer induction is most common from head and neck CTs performed during childhood [7]. There is a stronger risk of developing thyroid cancer in women and leukaemia in men [3]. A limited number of publications found a positive association between radiation dose from CT scans and the incidence of lymphomas [2, 3].

Therefore, it is reasonable to act on the assumption that there may be some cancer risk, and the goal to reduce unnecessary medical radiation exposure in paediatric patients remains. Justification and radiation protection optimization are the main principles for reducing radiation exposure from CT scans [5, 6]. According to the principle of justification, any increase of risk must be considered in the light of the substantial benefits of CT and should outweigh the long-term risks [2, 5, 10]. The optimization principle implies that keeping patient radiation doses as low as reasonably achievable (ALARA) should be a priority [1, 10]. It is important to evaluate received dose during CT procedure and estimate the diagnostic reference levels (DRLs) which serve as a basis for the system of optimization and the protection of patients from radiation exposure. DRLs are an important tool for identifying cases where the levels of doses are unusually high. The International Commission on Radiological Protection first introduced the term ‘diagnostic reference level’ in 1996 in Publication 73. DRLs were established further to reduce institutional differences between countries and hospitals. DRLs ensure that the doses delivered to patients, especially children, follow the ALARA principle since children have a higher risk than adults from the detrimental effects of radiation [1, 12]. In 2001, the Commision promoted the use of local DRLs to achieve best practice and obtain optimum range of values for the specific medical imaging protocols. However, since the limited number of studies on paediatric CT doses and DRLs are done, we seek to fill this gap.

The aim of this study was twofold. Firstly, to estimate the ionizing radiation exposure doses and set local DRLs for head CT examinations according to age. Secondly, to compare local DRLs with national and European DRLs and with literature data in other countries.

Materials and methods

Scan parameters of single-phase CT examinations of the head performed over a 1-year period were collected from Siemens Somatom Sensation 64 CT scanner. Relationships between dose parameters (effective dose and dose–length product (DLP)) and patients’ age were evaluated. Patients were grouped by age in the following intervals: <1, 1−5 year, 5−10 year, 10−15 year and 15−18 years. Local age-based DRLs, set as the 3rd quartile of the median DLP, were calculated.

According to European Guidelines on Diagnostic Reference Levels for Paediatric Imaging [12], European DRLs are presented as age-based data for head CT examinations. In order to compare our locally set DRLs with the European DRLs, patients were grouped into the proposed age categories: 0–3 months; 3 months – 1year; 1–6 years; 6–18 years.

Literature analysis was performed on PubMed search engine on inclusion criteria: publication date 2015–2020, used keywords paediatric computed tomography, paediatric CT, diagnostic reference levels. The 23 articles discussing paediatric local DRLs were further analyzed.

Results

Data was collected from 194 paediatric head CT examinations performed during the 2019 year period. The estimated median and mean DLP values for <1, 1−5, 5−10, 10−15 and 15−18 year age groups are shown in Table 1. Estimated median DLP values for routine head CT were 116.1 mGy∙cm for 0−3 months old group, 163.4 mGy∙cm for 3 months − 1 year old group, 231.9 mGy∙cm for 1–6 year old group, 284.2 mGy∙cm for ≥ 6 year old group. Mean DLP values for head CT according to the same age grouping method were 109.4 mGy∙cm for 0−3 months old group, 171.7 mGy∙cm for 3 months − 1 year old group, 245 mGy∙cm for 1–6 year old group, 300.3 mGy∙cm for ≥ 6 year old group.

Table 1. Literature review of paediatric head CT exposure parameters and DRLs.

Country

Age groups

Exposure parameters

Median (mean)

kVp

mAs

DLP, mGy∙cm

Our study

<1 y

1–5 y

5–10 y

10–15 y

15–18 y

100

100

100

100

100

120 (mean)

155

177

195

204

144.3 (145.4)

233.7 (249.9)

246.4 (280.2)

288.9 (300.4)

315.5 (344.7)

Sudan [14]

<1 y

1–5 y

5–10 y

110–120

120–140

120–140

99–231

104–228

123–241

265

305

407

Japan [15]

<1 y

1–5 y

5–10 y

80–130

120

150

225

398.4

463.5

593.6

India [16]

<1 y

1–5 y

80–120

80–250

300

304

Jordan [17]

<1 y

1–5 y

5–10 y

10–18 y

73–217

644.8

874.9

1038.4

1097.5

Nigeria [18]

<1 y

1 y

5 y

>10 y

80–120

100–120

100–120

100–120

73–90

50–150

100–160

100–180

498

565

782

889

Iran [19]

<1 y

1–5 y

5–10 y

10–15 y

120

120

120

120

144 ± 27

144 ± 25

150 ± 17

147 ± 21

207.2

216.9

232.8

268.6

Greece [20]

<1 y

1–5 y

5–15 y

100

120

120

110–285

114–300

129–350

Malaysia [21]

<1 y

1–5 y

5–10 y

10–15 y

100

100

100–120

120

80–380

90–423

20–400

80–430

250.1

449.0

458.5

814.1

The established local DRLs for head CT (Fig.1) were 170 mGy∙cm for <1 year old group, 300 mGy∙cm for 1–5 year old group, 310 mGy∙cm for 5–10 year old group, 320 mGy∙cm for 10–15 year old group and 360 mGy∙cm for 15−18 year old group. In order to compare local DRLs with European DRLs, we calculated local DRLs according to the different age grouping and they were 130 mGy∙cm for 0−3 months old group, 210 mGy∙cm for 3 months − 1 year old group, 275 mGy∙cm for 1–6 year old group, 320 mGy∙cm ≥ 6 year old group (Table 2).

Table 2. Paediatric head CT local DRLs in comparison with national and European DRLs.

CT exam

Category

Number of CT exams

Setted local DRLs

National DRLs [13]

European DRLs [12]

DLP, mGy∙cm

DLP, mGy∙cm

DLP, mGy∙cm

Head

0–1 y

19

170

570

1–5 y

65

300

630

5–10 y

52

310

650

10–15 y

40

320

830

15–18 y

18

360

0–3 m

8

130

300

3 m – 1 y

10

210

385

1–6 y

67

275

505

6–18 y

81

320

650

Discussion and conclusions

Health care institutions use different modalities of CT scanners. Data analysis showed that hospitals examine patients using relatively different values of scan parameters (tube voltage (kVp), effective tube current (mAs), scan length (mm), slice thickness (mm) and pitch) which resulted in varying exposure doses for the same CT examinations (Table 1). The range of tube voltage used in other hospitals is between 80 and 140 kVp, whilst effective tube current values range from 20 to 430 mAs.

The lack of sufficient training of radiology technologists may result in different exposure doses from the same type of radiological procedures performed at different radiology departments. In order to minimize these differences and optimize patient exposure, the assessment of median doses in hospital and comparison with national DRLs plays an important role. National DRLs are set at the 3rd quartile of a wide scale surveys on the median doses obtained from radiology departments in the country for a specific type of examination. They are expected not to be exceeded for standard procedures. Our study results showed that head CT doses were 2–3 times lower than national DRLs and about 2 times lower than European DRLs and indicate that good practice for these procedures is applied in hospitals. However, national DRLs are not optimum doses, they tend to be higher than local DRLs established in hospitals, since they represent the whole country data and practices. National DRLs help to identify potentially unusual practice. Local DRLs are based on the 3rd quartile (the 75th percentile) value of the distribution of patient doses in a hospital intended to act as benchmark levels for doses from common diagnostic procedures. The local DRLs (in terms of DLP) established in this study were compared with data from hospitals of 17 countries based on the same age grouping method (<1, 1−5, 5−10 and 10−15 years) (Fig.1). The results showed that local DRLs for head CT in this study were significantly lower than local DRLs established in other countries.

Griciene_1_pav.eps

Fig. 1. Comparison of paediatric local DRLs for head CT examinations in hospitals.

Note: LT – Lithuania, SU – Sudan, TR – Turkey, FR – France, KR – Korea, AU – Austria, FI – Finland, IN – India, CH – Switzerland, IR – Iran

Griciene_2_pav.eps

Fig. 1 continued ( Comparison of paediatric local DRLs for head CT examinations in hospitals).

Note: LT – Lithuania, EL – Greece, MY – Malaysia, MA – Marocco, NI – Nigeria, SA – PAR, IT – Italy, JP – Japan, JO – Jordan

Despite the importance of reducing patient adverse health effects through dose optimization only limited number of studies on paediatric CT doses were published during last 6 years and none from other hospitals in Lithuania. During comparison of the study results with published data we came to conclusion that mean and median paediatric head CT doses estimated by us were significantly lower (Table 1). Relatively lower estimated doses of head CT procedures in radiology department in 2019 could be explained by the performed exposure optimization studies [22-27]. Patient exposure optimization was done by a long term collaborate work of radiation protection specialists, medical physicists, radiologists, and radiology technologists. Studies included analysis of doses, changes to the acquisition protocol parameters, analysis of image quality done by radiologist and approval of optimized parameters retaining sufficient image quality, setting local DRLs. X-ray source voltage was decreased from 120 kVp to 100 kVp, tube current time product adjusted from 380 mAs to 300 mAs, and an optimal value of 250 mAs was achieved. Between 2010 and 2014, the mean DLP for head CT exams decreased around 50% (from 1690 mGy∙cm to 708 mGy∙cm) [25]. The estimated mean DLP for CT exams in 2019 showed that dose was reduced by additional ~50% for patients of <1 year and ~ 20-25% for those of 1 year and older, from 2014. Griciene et al. [26] showed that children head CT dose decreased in all age groups, from 2010 to 2017, and up to 3 times in the youngest patients. In 2017, the median DLP value for head was 156, 287, 274, 300 and 351 mGy∙cm for patients aged 0–1, 1–5, 5–10, 10–15 and 15–18 years, respectively [26]. Additionally, optimization of head CT protocols for specific indications such us nonsyndromic craniosynostosis was performed at the hospital [27]. The results indicated that CT images acquired with 120 kV and 13 mAs (the lowest mAs setting) were able to achieve similar diagnostic information as with the standard protocol (tube voltage of 120 kVp; automatic tube current modulation 195 mAs) while reducing the patient radiation dose by approximately 94% [27]. Due to the reason that received CT doses using new protocols for patients with nonsyndromic craniosynostosis diagnosis are very low and these patients comprise low percentage in total patient group, they were excluded from our study group. Several limitations exist in this study. First of all, the DRLs of our study were estimated using data collected from a single CT scanner. Also, since paediatric patients were grouped according to age, the sample size for each group fills the requirements for setting DRLs, but is relatively small, especially in youngest age group. The comparative component of our study was limited by a small number of publications on this topic and the lack of international uniformity in age stratification for DRLs. The analysis of other dose metrics such as CTDIvol was not carried out, and there were difficulties in comparing scan parameters of other hospitals since not all countries reported them in their studies.

Conclusions. The results of our study showed that estimated median doses and settled local DRLs for paediatric head CT were significantly lower than national and European DRLs and published data in other countries. Patient dose assessment and establishment of local DRLs plays important role in future exposure optimization.

Conflict of interest

The authors declare that they have no conflict of interest.

Literature

  1. Almohiy H. Paediatric computed tomography radiation dose: a review of the global dilemma. World Journal of Radiology. 2014 Jan 28;6(1):1. DOI: https://doi.org/10.4329/wjr.v6.i1.1.
  2. Krille L, Dreger S, Schindel R, Albrecht T, Asmussen M, Barkhausen J, Berthold JD, Chavan A, Claussen C, Forsting M, Gianicolo EA. Risk of cancer incidence before the age of 15 years after exposure to ionising radiation from computed tomography: results from a German cohort study. Radiation and environmental biophysics. 2015 Mar 1;54(1):1-2. DOI: https://doi.org/10.1007/s00411-014-0580-3.
  3. Shao YH, Tsai K, Kim S, Wu YJ, Demissie K. Exposure to tomographic scans and cancer risks. JNCI cancer spectrum. 2020 Feb;4(1):pkz072. DOI: https://doi.org/10.1093/jncics/pkz072.
  4. de Basea MB, Moriña D, Figuerola J, Barber I, Muchart J, Lee C, Cardis E. Subtle excess in lifetime cancer risk related to CT scanning in Spanish young people. Environment international. 2018 Nov 1;120:1-0. DOI: https://doi.org/10.1016/j.envint.2018.07.020.
  5. Ideguchi R, Yoshida K, Ohtsuru A, Takamura N, Tsuchida T, Kimura H, Uetani M, Kudo T. The present state of radiation exposure from pediatric CT examinations in Japan—what do we have to do? Journal of radiation research. 2018 Apr 1;59(suppl_2): ii130-6. DOI: https://doi.org/10.1093/jrr/rrx095.
  6. Journy N, Ancelet S, Rehel JL, Mezzarobba M, Aubert B, Laurier D, Bernier MO. Predicted cancer risks induced by computed tomography examinations during childhood, by a quantitative risk assessment approach. Radiation and environmental biophysics. 2014 Mar 1;53(1):39-54. DOI: https://doi.org/10.1007/s00411-013-0491-8.
  7. Mazonakis M, Tzedakis A, Damilakis J, Gourtsoyiannis N. Thyroid dose from common head and neck CT examinations in children: is there an excess risk for thyroid cancer induction? European radiology. 2007 May;17(5):1352-7. DOI: https://doi.org/10.1007/s00330-006-0417-9.
  8. Yoshida K, Hayashida N, Fukushima Y, Ohtsuru A, Ohba T, Hasegawa A, Sato H, Shishido F, Yasui K, Kumagai A, Yusa T. Changes in radiological imaging frequencies in children before and after the accident at the Fukushima Daiichi Nuclear Power Plant in Fukushima Prefecture, Japan. Japanese Journal of Radiology. 2015 Oct;33(10):619-26. DOI: https://doi.org/10.1007/s11604-015-0464-8.
  9. Journy N, Roué T, Cardis E, Le Pointe HD, Brisse H, Chateil JF, Laurier D, Bernier MO. Childhood CT scans and cancer risk: impact of predisposing factors for cancer on the risk estimates. Journal of Radiological Protection. 2016 Feb 15;36(1):N1. DOI: https://doi.org/10.1088/0952-4746/36/1/N1.
  10. Pearce MS, Salotti JA, Little MP, McHugh K, Lee C, Kim KP, Howe NL, Ronckers CM, Rajaraman P, Craft AW, Parker L. Radiation exposure from CT scans in childhood and subsequent risk of leukaemia and brain tumours: a retrospective cohort study. The Lancet. 2012 Aug 4;380(9840):499-505. DOI: https://doi.org/10.1016/S0140-6736(12)60815-0.
  11. De Gonzalez AB, Salotti JA, McHugh K, Little MP, Harbron RW, Lee C, Ntowe E, Braganza MZ, Parker L, Rajaraman P, Stiller C. Relationship between paediatric CT scans and subsequent risk of leukaemia and brain tumours: assessment of the impact of underlying conditions. British journal of cancer. 2016 Feb;114(4):388-94. DOI: https://doi.org/10.1038/bjc.2015.415.
  12. Bosmans H, Damilakis J, Ducou le Pointe H, Foley SJ. Radiation Protection No. 185 European Guidelines on Diagnostic Reference Levels for Paediatric Imaging. DOI: https://doi.org/10.2833/003998.
  13. Lietuvos Respublikos sveikatos apsaugos ministerija. Įsakymas V-952 „Dėl Diagnostinių atskaitos lygių, taikomų spindulinės diagnostikos ir intervencinės radiologijos procedūrų metu, patvirtinimo“. TAR, 2018-08-28, Nr. 13502. https://e-seimas.lrs.lt/portal/legalAct/lt/TAD/86882b31aaba11e8aa33fe8f0fea665f
  14. Suliman II, Khamis HM, Ombada TH, Alzimami K, Alkhorayef M, Sulieman A. Radiation exposure during paediatric CT in Sudan: CT dose, organ and effective doses. Radiation Protection Dosimetry. 2015 Dec 1;167(4):513-8. DOI: https://doi.org/10.1093/rpd/ncu321.
  15. Takei Y, Miyazaki O, Matsubara K, Shimada Y, Muramatsu Y, Akahane K, Fujii K, Suzuki S, Koshida K. Nationwide survey of radiation exposure during pediatric computed tomography examinations and proposal of age-based diagnostic reference levels for Japan. Pediatric radiology. 2016 Feb 1;46(2):280-5. DOI: https://doi.org/10.1007/s00247-015-3474-x.
  16. Saravanakumar A, Vaideki K, Govindarajan KN, Jayakumar S, Devanand B. Assessment of regional pediatric computed tomography dose indices in Tamil Nadu. Journal of Medical Physics. 2017 Jan;42(1):48. DOI: https://doi.org/10.4103/0971-6203.202425.
  17. Rawashdeh M, Abdelrahman M, Zaitoun M, Saade C, Alewaidat H, McEntee MF. Diagnostic reference levels for paediatric CT in Jordan. Journal of Radiological Protection. 2019 Nov 6;39(4):1060. DOI: https://doi.org/10.1088/1361-6498/ab3ee2.
  18. Ekpo EU, Adejoh T, Erim AE. Dose benchmarks for paediatric head computed tomography examination in Nigeria. Radiation Protection Dosimetry. 2019 Dec 31;185(4):464-71. DOI: https://doi.org/10.1093/rpd/ncz036.
  19. Mohammadbeigi A, Khoshgard K, Haghparast A, Eivazi MT. Local DRLs for paediatric CT examinations based on size-specific dose estimates in Kermanshah, Iran. Radiation protection dosimetry. 2019 Dec 31;186(4):496-506. DOI: https://doi.org/10.1093/rpd/ncz056.
  20. Ploussi A, Syrgiamiotis V, Makri T, Hatzigiorgi C, Efstathopoulos EP. Local diagnostic reference levels in pediatric CT examinations: a survey at the largest children’s hospital in Greece. The British Journal of Radiology. 2020 Dec 1;93(1116):20190358. DOI: https://doi.org/10.1259/bjr.20190358.
  21. Muhammad NA, Abdul Karim MK, Abu Hassan H, Ahmad Kamarudin M, Ding Wong JH, Ng KH. Diagnostic Reference Level of Radiation Dose and Image Quality among Paediatric CT Examinations in A Tertiary Hospital in Malaysia. Diagnostics. 2020 Aug;10(8):591. DOI: https://doi.org/10.3390/diagnostics10080591.
  22. Gricienė B, Kristinaitytė K, Neverauskienė A, Matačiūnas M, Tamošiūnas A, E. Age-specific radiation doses and risks in head computed tomography. Medical Physics in the Baltic States.; Proceedings of the 11th International conference on medical physics. Kaunas, KTU, 2013, 56-60.
  23. Neverauskienė A, Gricienė B, Petkelytė M, Vištartaitė B, Balčiūnaitė E, Jonuškaitė D, Praninskienė R. Vaikų galvos kompiuterinės tomografijos tyrimų, atliktų dėl neurologinių simptomų, diagnostinė svarba ir apšvita. Medicinos teorija ir praktika, 2015, 21 (4.1): 477–482.
  24. Gricienė B, Petkelytė M, Neverauskienė A, Petkevičius L. The establishment of local diagnostic reference levels for pediatric CT. Physica Medica, 32, 2016, 182.
  25. Neverauskienė A, Gricienė B, Bareikė M, Venius J, Maciusovič M, Tamošiūnas A.E. The retrospective analysis of exposure from paediatric CT examinations. 7th Baltic Congress of Radiology - BCR, Kaunas, Lithuania, 2018, 30-31.
  26. Gricienė B, Bareikė M, Krynke L. Assessment of exposure and setting of local diagnostic reference levels for CT procedures. Physica Medica 52 (2018), 31-32.
  27. Neverauskiene A, Maciusovic M, Burkanas M, Griciene B, Petkevicius L, Zaleckas L, Tamosiunas A, Venius J. Image based simulation of the low dose computed tomography images suggests 13 mAs 120 kV suitability for non-syndromic craniosynostosis diagnosis without iterative reconstruction algorithms. European Journal of Radiology. 2018 Aug 1;105:168-74. DOI: https://doi.org/10.1016/j.ejrad.2018.06.005.