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. 2021 Apr 7;21:64. doi: 10.1186/s12880-021-00597-1

Detection of parathyroid adenomas with multiphase 4DCT: towards a true four-dimensional technique

Steven Raeymaeckers 1,, Yannick De Brucker 1, Tim Vanderhasselt 1, Nico Buls 1,2, Johan De Mey 1,3
PMCID: PMC8028189  PMID: 33827463

Abstract

Background

Four-dimensional computed tomography (4DCT) is a commonly performed examination in the management of primary hyperparathyroidism, combining three-dimensional imaging with enhancement over time as the fourth dimension. We propose a novel technique consisting of 16 different contrast phases instead of three or four different phases. The main aim of this study was to ascertain whether this protocol allows the detection of parathyroid adenomas within dose limits. Our secondary aim was to examine the enhancement of parathyroid lesions over time.

Methods

For this prospective study, we included 15 patients with primary hyperparathyroidism and a positive ultrasound prior to surgery. We performed 4DCT with 16 different phases: an unenhanced phase followed by 11 consecutive arterial phases and 4 venous phases. Continuous axial scanning centered on the thyroid was performed over a fixed 8 cm or 16 cm coverage volume after the start of contrast administration.

Results

In all patients, an enlarged parathyroid lesion was demonstrated, and the mean lesion size was 13.6 mm. The mean peak arterial enhancement for parathyroid lesions was 384 Hounsfield units (HU) compared to 333 HU for the normal thyroid. No significant difference could be found. The time to peak (TTP) was significantly earlier for parathyroid adenomas than for normal thyroid tissue: 30.8 s versus 32.3 s (p value 0.008). The mean slope of increase (MSI) of the enhancement curve was significantly steeper than that of normal thyroid tissue: 29.8% versus 22.2% (p value 0.012). The mean dose length product was 890.7 mGy cm with a calculated effective dose of 6.7 mSv.

Conclusion

Our 4DCT protocol may allow better visualization of the pattern of enhancement of parathyroid lesions, as enhancement over time curves can be drawn. In this way, wash-in and wash-out of contrast in suspected lesions can be readily demonstrated. Motion artifacts are less problematic as multiple phases are available. Exposure to our proposed 4DCT technique is comparable to that for classic helical 4DCT. Careful selection of parameters (lowering kV and SNR) can help to further reduce the dose.

Keywords: Parathyroid, Hyperparathyroidism, Endocrine disorders, 4DCT, CT dose reduction

Background

Primary hyperparathyroidism (PHPT) is a common endocrine disease and is defined as hypercalcemia with increased or inappropriately normal plasma parathyroid hormone (PTH). PHPT is usually caused by benign proliferation of chief cells in a single enlarged parathyroid gland, and sometimes multiple glands can be affected. Rarely, an association can be found with multiple endocrine neoplasia (MEN) syndrome [1]. The incidence of PHPT in the US is estimated at 34–120 cases per 100,000/y (women) and 13–36 cases per 100,000/y (men); women are three- to fourfold more affected than men. There is also a higher incidence in Blacks and elderly individuals (70–79y) [2]. A clinical presentation of elevated calcium levels is associated with severe osteodynia, pruritus, pathologic fractures, muscle weakness and more vague symptoms such as memory loss, concentration difficulties or depression [3]. Hypercalcemia is most commonly seen asymptomatically; however, even these “asymptomatic” patients can present skeletal deterioration and other subclinical manifestations (osteoporosis, hypercalciuria, clinically silent vertebral fractures, nephrolithiasis) [4].

In the case of an asymptomatic patient with PHPT over the age of 50 without end-organ complications, conservative treatment can be assumed [5, 6]. The only cure for the disease is surgery, with resection of the affected gland(s). Bilateral exploration of the neck is the historical standard for treatment. In recent decades, however, this procedure has been abandoned in favor of a minimally invasive surgical approach made possible only by more effective means of preoperative imaging combined with the development of rapid parathyroid hormone determination techniques [7].

Many different imaging modalities exist. The most accessible diagnostic technique is ultrasound: it is widely available at low cost and presents no adverse effects [8]. The sensitivity is very operator-dependent but can be as high as 84% in the hands of an experienced ultrasonographer [9]. Color Doppler can be used to differentiate parathyroid lesions from other cervical masses, such as lymph nodes and thyroid nodules [10]. Very small lesions (< 5 mm) can be difficult to detect. False-negative results can occur, especially in cases of ectopic glands or in the presence of a large thyroid goiter [11].

Scintigraphy has the highest reported sensitivity: 88–90% and higher when combined with SPECT/SPECT-CT, the latter providing useful anatomical detail [12]. This technique is the method of choice when ectopic localization is suspected or in patients who have undergone prior neck surgery [13].

MRI also allows for the evaluation of parathyroid disease but remains a far less available modality. Due to the lack of ionizing radiation, it can be used without hesitation to detect ectopic glands. On a 1.5 T system, the reported sensitivity of this technique is 80% [1416].

Computed tomography (CT) after administration of contrast combines anatomic and functional information. By evaluation of enhancement, abnormal parathyroid glands can be detected with a sensitivity of 85.7% [17, 18]. It is considered a useful technique in cases of ectopic glands or in cases of persistence/recurrence after initial surgery. The term four-dimensional computed tomography (4DCT) first appeared in the literature in 2000, when Ichikawa et al. [19] suggested a four-dimensional technique with the addition of contrast dynamics to three-dimensional hepatic tumor imaging. The concept of 4DCT for the detection of parathyroid adenomas was coined in 2006 by Rodgers et al. [20]. These authors used a three-phasic approach with an unenhanced phase and arterial and venous scanning phases. Many different study protocols have been suggested by different authors over the past 15 years. An optimal timing of the arterial phase is important for detecting parathyroid adenomas: this way, wash-in of contrast can be visualized, which is suggestive of parathyroid adenomas. We reviewed the literature to determine the ideal timing of this arterial phase.

We performed a comprehensive search of the literature in the PubMed and MEDLINE electronic databases up until May 2020 using MeSH terms “4DCT” and “parathyroid” and identified 51 articles citing defining parameters of the scanning protocol. These articles are listed in Table 1 [17, 18, 2068]. Taking duplicates into account, we identified 38 unique scanning protocols.

Table 1.

Overview of the timing of the different scanning phases obtained via 4DCT protocols for primary hyperparathyroidism in the literature

Reference Authors Year published NECT Tracking Contrast phase timing Number of phases Arterial phase Venous phase Delayed phase Very delayed phase
[21] Vijayasarathi et al 2020 Yes Yes Relative 3 25–30 s 60–80 s
[22] Wojtczak et al 2020 Yes No Relative 4 25–30 s 55–60 s 85–90 s
[23] Acar et al 2020 Yes No Absolute 4 25 s 40 s 80 s
[24] Zafereo et al 2019 Yes No Relative 3 25–30 s 55–60 s
Yes No Relative 3 25–30 s 85–90 s
[25] Kedarisetty et al 2019 Yes No Absolute 3 25 s 80 s
[26] Yeh et al 2019 Yes No Relative 3 30 s 60 s
[27] Amadou et al 2019 Yes No Absolute 3 45 s 70 s
[28] Vu et al 2019 Yes No Absolute 4 25 s 55 s 85 s
[29] Binks et al 2019 Yes No Absolute 3 25–30 s 45–50 s
[30] Cunha‐Bezerra et al 2018 Yes Yes Relative 4 18–25 s 48–55 s ?
[31] Tian et al 2018 Yes Yes Relative 3 Aorta: 150 HU 30 s later
[32] Christakis et al 2017 Yes No Absolute 4 25 s ? ?
[33] Morón et al 2017 Yes No Absolute 2 25 s
[34] Goroshi et al 2017 Yes No Absolute 4 20 s 60 s 90 s
[35] Taywade et al 2017 Yes No Absolute 3 25 s 80 s
[36] Zeina et al 2017 Yes No Absolute 4 25 s 60 s 90 s
[37] Sho et al 2016 Yes No Relative 3 25 s 55 s
[38] Fitzgerald et al 2017 Yes No Absolute 3 30 s 90 s
[39] Rameau et al 2017 Yes No Relative 3 25 s 55 s
[40] Ramirez et al 2016 Yes No Absolute 4 25 s 55 s 85 s
Yes No Absolute 2 25 s
[41] Forghani et al 2016 Yes No Absolute 4 25 s 55 s 85 s
[42] Lee et al 2016 Yes No Absolute 4 30 s 60 s 90 s
[43] Hinson et al 2015 Yes No Absolute 4 30 s 60 s 90 s
[44] Bahl et al 2015 Yes No Absolute 3 25 s 80 s
[45] Boury et al 2015 Yes No Absolute 3 45 s 70 s
[46] Hoang et al 2015 Yes No Absolute 3 25 s 80 s
[47] Lundstroem et al 2016 Yes No Absolute 5 22 s 52 s 82 s 122 s
[48] Seeliger et al 2015 Yes No Absolute 4 25 s 50 s 80 s
[49] Cham et al 2015 Yes No Relative 3 25–34 s 55–64 s
[50] Day et al 2015 Yes No Absolute 4 30 s 60 s 90 s
[51] Campbell et al 2015 Yes No Absolute 2 50 s
[52] Sepahdari et al 2015 Yes No Absolute 3 25 s 55 s
Yes No Absolute 3 25 s 80 s
[53] Suh et al 2015 Yes No Absolute 4 30 s 60 s 90 s
[54] Ginsburg et al 2015 Yes No Absolute 4 25 s 55 s 85 s
[55] Raghavan et al 2014 Yes No Absolute 4 25 s 50 s 80 s
[56] Brown et al 2015 Yes No Absolute 3 34 s 68 s
[18] Hoang et al 2014 Yes No Absolute 3 25 s 80 s
[57] Hunter et al 2014 Yes No Relative 3 30 s 60 s
[58] Bahl et al 2014 No No Absolute 2 20 s 70 s
Yes No Absolute 3 25 s 80 s
[59] Kelly et al 2014 Yes No Relative 4 30 s 45 s 90 s
Yes No Relative 3 30 s 45 s
[60] Sepahdari et al 2013 Yes No Relative 3 25–34 s 55–84 s
[61] Hunter et al 2012 Yes No Relative 4 25 s 70–73 s 130–133 s
[62] Mahajan et al 2012 Yes No Absolute 4 30 s 60 s 90 s
[63] Gafton et al 2012 No No Absolute 2 25 s 80 s
[64] Kutler et al 2011 Yes No Absolute 2 50 s
[65] Eichhorn-Wharry et al 2011 No No ? 2 18 s Immediately
No No ? 2 22 s (> 55 y) Immediately
[17] Starker et al 2011 Yes No Absolute 4 30 s 60 s 120 s
[66] Beland et al 2011 Yes No Absolute 4 30 s 60 s 90 s
[67] Lubitz et al 2010 Yes No Relative 4 30 s 60 s 105 s
[68] Mortenson et al 2008 Yes No Relative 4 25 s 55 s 85 s
[20] Rodgers et al 2006 Yes No ? 3 25 s ?

The timing of the different scanning phases in the literature varied: with the exception of four studies, all cited authors chose to obtain an arterial phase. The arterial images in the literature were obtained as early as 18 s and as late as 34 s after administration of contrast. In the case of 25 different studies, the arterial images were obtained 25 s after contrast administration; in 13 studies, the authors proposed scanning after 30 s. Five other authors stated that the arterial images were obtained by scanning after 25–30 s. Forty-two authors then performed arterial scanning after 25 to 30 s (identical protocols included).

The main aim of this study was to ascertain whether we could create a 4DCT protocol allowing for the detection of parathyroid adenomas using multiple added contrast phases within dose limits. Our secondary aim was to examine the enhancement of parathyroid lesions over time, determining the maximum peak enhancement of parathyroid lesions and thus suggesting an optimal window for the arterial phase(s).

Methods

For this prospective study, we included 15 patients with primary hyperparathyroidism (i.e., an elevated serum level of calcium and raised levels of parathyroid hormone) and a positive ultrasound prior to surgery. This study was approved by the medical ethics committee of our hospital. All the patients were informed about the nature of the procedure as well as the risks involved (radiation, administration of iodinated contrast) and signed an approved informed consent form prior to the examination.

Patients under the legal age (18 y) were excluded. Patients who had undergone a prior surgery of the thyroid or parathyroid were also excluded. All the patients had undergone a prior US examination, as this is the standard of care for detecting parathyroid adenomas in our hospital.

Scanning was performed on a 256-slice Revolution CT (GE Healthcare, Waukesha, Wisconsin, USA). The patients received a venous catheter placed in a cubital vein that was checked for patency. Their arms were placed in a neutral position alongside the body. The patient’s head was fixed in a head cradle. The sensation of contrast administration was explained to the patients, and they were instructed not to move and to avoid swallowing. Continuous axial scanning centered on the thyroid was performed over a fixed 8 cm coverage volume (100 kVp, SmartmA 10–480 mA, thickness 0.625 mm, 0.5 s rotation scanning time). Wide beam axial scanning was chosen over helical scanning to limit the dose [69]. For the last three patients, we widened the scanning range from an 8 cm volume to a 16 cm volume, covering a larger view of the upper mediastinum.

First, we obtain a nonenhanced scan (NECT). Simultaneously, contrast administration was initiated: a bolus of 90 mL Xenetix 350 mg I/mL was injected at 6 mL/s followed by a 50 mL saline flush (6 mL/s). After a delay of 20 s, 11 subsequent phases with a 2-s interphase delay were obtained (arterial phases). With a 10-s interphase delay, 4 more phases were obtained (venous phases). A schematic overview of this protocol is provided in Fig. 1.

Fig. 1.

Fig. 1

Schematic overview of the different phases in our 4DCT protocol

The images were reviewed on an Advantage Workstation VolumeShare 7 (GE Healthcare, Waukesha, Wisconsin, USA). The different scan phases were deformably registered, after which the registered image data could be analyzed on a voxel-by-voxel basis, thereby retaining spatial information for the analysis.

The data were analyzed and interpreted by two senior members of the staff with 11 and 12 years of experience in the field of neuroradiology as well as head and neck radiology and perfusion imaging experience, respectively.

The following parameters were considered in the normal thyroid, parathyroid and lymph nodes. The maximum peak enhancement (HUmax) is defined as the maximum concentration of contrast agent over time and was measured in the region of interest. It is expressed in Hounsfield units (HU). The time to peak (TTP) is defined as the time at which HUmax is reached. It is expressed in seconds (s). The mean slope of increase (MSI) corresponds to the steepness of the enhancement curve of a given region of interest. It is expressed in percent (%). An overview of these different values is provided in Table 2.

Table 2.

Overview of adenoma size

Size (mm) HUmax lesion (HU) HUmax thyroid (HU) HUmax lymph (HU) TTP lesion (s) TTP thyroid (s) MSI lesion (%) MSI thyroid (%) DLP (mGy.cm) E (mSv)
1 7.5 421 276 82 26.2 28.2 40.9 26.1 1122.3 8.4
2 14 505 279 92 30.8 33.6 40.5 12.5 703.5 5.3
3 12 264 326 115 31.4 34.7 18.8 9.9 643.3 4.8
4 9 381 318 93 35.6 39.6 21.7 11.9 1064.2 8.0
5 6 315 290 88 37.3 36.4 21.6 10.8 1083.4 8.1
6 35 454 321 97 32.0 32.4 34.5 18.1 742.5 5.6
7 7 372 491 123 29.7 32.7 32.9 24.2 199.7 1.5
8 11 487 334 101 28.0 28.9 40.9 23.9 656.1 4.9
9 12 366 317 92 28.2 26.2 36.1 37.6 552.9 4.1
10 15 518 342 84 26.6 27.9 40.9 40.5 827.2 6.2
11 5 302 390 109 26.9 28.4 16.7 38.6 962.9 7.2
12 9 327 384 104 28.1 29.2 34.9 33.0 181.8 1.4
13 22 392 355 112 30.4 30.2 25.9 19.6 631.5 4.7
14 30 262 246 102 42.2 44.9 8.4 5.4 1992.9 14.9
15 9 391 318 138 29.2 31.0 31.8 20.4 1996.1 15.0
Mean value 13.6 383.8 332.5 102.1 30.8* 32.3* 29.8** 22.2** 890.7 6.7

HUmax values are given for both parathyroid and thyroid tissue as well as lymph nodes. Time to peak (TTP) and mean slope of increase (MSI) of parathyroid and thyroid tissue. Dose length product (DLP) and effective dose (E)

*p-value 0.008

**p-value 0.012

Statistical analyses were performed using SPSS software ver. 23.0 (IBM, Armonk, NY, USA). For this small dataset, we assumed the absence of normality and symmetry. The Wilcoxon signed rank test was used to evaluate differences between values. Statistical significance was set at p < 0.020.

For the evaluation of the radiation dose, we considered the dose length product (DLP) and the effective dose (E). The DLP is a technical dose descriptor expressed in mGy.cm that represents the total radiation output of the scan. The effective dose, expressed in mSv, represents the total body dose and was calculated following current ICRP-103 guidelines [70] by using CT patient dosimetry software (CT-Expo v1.7.1, G Stamm and H Nagel, Hann-over) that considers all technical acquisition parameters of the individual scans, including the scan range. A conversion factor of 0.0075 was used.

Results

The mean age of the included patients was 61 years. Six patients were male; nine patients were female. In all the patients, a single enlarged parathyroid could be detected, coinciding with ultrasound findings and surgical localization. The mean lesion size was 13.6 mm. The mean peak arterial enhancement for parathyroid lesions was 384 HU compared to 333 HU for the normal thyroid. No significant difference could be found between these values.

The different phases were reviewed side-by-side, as demonstrated in Fig. 2. In this example, we identified a parathyroid adenoma posterior to the left thyroid lobe in close relation to the common carotid artery. The different phases were also reviewed in absolute relation to their timing. This allowed us to plot the various phases on a curve depicting enhancement over time, as demonstrated in Fig. 3. In the example shown, arterial wash-in and venous wash-out of a suspected parathyroid adenoma were demonstrated with ease. Motion artifacts due to swallowing were present on a single phase in this specific example, affecting the curve of the small parathyroid lesion (34 s after administration of contrast).

Fig. 2.

Fig. 2

Axial images at the level of the thyroid at different time intervals. Scans at 0–20–22–24–26–28–30–32–34–36–38–40 s after administration of contrast, left to right from the top. Suspected parathyroid adenoma posterior from the left thyroid lobe in close relation to the common carotid artery (arrows). Note the lower enhancement on NECT (red arrow), higher enhancement compared with the thyroid in the arterial phase (white arrow) and the wash-out of contrast in the early venous phase (yellow arrow)

Fig. 3.

Fig. 3

Enhancement (Y-axis) over time (X-axis) curve. The curve for the suspected parathyroid (yellow) is steeper than the curve for the thyroid (green), and the peaks for the artery (red) and vein (blue) are higher in comparison. An artifact due to motion is observed at 34 s with suboptimal HU measurement of the small parathyroid lesion. The graph also demonstrates venous wash-out of the suspected parathyroid (50–70 s). Additionally, note the lack of prominent difference in enhancement between the adenoma and the thyroid at 25 s after administration of contrast. The purple curve indicates slow continuous enhancement of a lymph node

Eleven out of 15 detected adenomas demonstrated a higher peak enhancement in the arterial phase than that in normal thyroid tissue (arterial wash-in). Four out of 15 adenomas had a slightly lower peak enhancement in the arterial phase than that in normal thyroid tissue. These four adenomas showed a lower enhancement than the thyroid in the later venous phases (venous wash-out). The enhancement pattern of the lymph nodes differed from the parathyroid and thyroid tissue with lower maximum enhancement (mean HUmax 102 HU). These lesions did not demonstrate a significant wash-in or wash-out of contrast.

The mean TTP for parathyroid adenomas was calculated at 30.8 s (interval 26–42 s). The mean TTP for normal thyroid tissue was calculated at 32.3 s (interval 26–45 s). The TTP for parathyroid adenomas was observed significantly earlier (p-value 0.008). The MSI was significantly steeper for the adenomas (29.8% vs 22.2%, p-value 0.012).

The mean dose length product was 890.7 mGy cm with a calculated effective dose of 6.7 mSv. The mean dose length product for the scans with an 8 cm volume was 728.3 mGy.cm with a calculated effective dose of 5.5 mSv. The mean dose length product for the three scans with a 16 cm volume was 1540.2 mGy cm with a calculated effective dose of 11.6 mSv.

Discussion

In all the patients, a single enlarged parathyroid could be detected, coinciding with ultrasound findings and surgical localization. By drawing enhancement over time curves, we easily evaluated the pattern of enhancement of a region of interest over time. In this way, wash-in and wash-out of contrast was readily demonstrated. Motion artifacts (due to swallowing, for example) can affect the measurement in the ROI of small lesions, as we demonstrated in one example (Fig. 3). If this effect would have been present on a single and only arterial phase, this might have resulted in missing the lesion, as the difference in enhancement between the lesion and the normal thyroid did decrease in the affected series. Since we possessed other phases for this case, this problem was at least partially overcome.

We found a statistically significant difference in the TTP and MSI between parathyroid and thyroid tissue, with parathyroid adenomas showing a steeper curve and becoming enhanced on average 1.5 s earlier. Since the interval for the TTP for parathyroid adenomas in our study varied between 26 and 42 s after contrast administration, arterial enhancement was less conspicuous with a single arterial phase 25 s after contrast administration (the most common protocol found in the literature).

Cervical lymph nodes are a known mimicker of parathyroid adenomas. Based on their slow and continuous enhancement, these structures can be readily differentiated from parathyroid adenomas. In the case of cervical lymph node metastasis, we could expect an alteration of this enhancement pattern. In a patient presenting with PHPT symptoms, lymph node metastasis would have to be considered an incidentaloma and thus proven to be rare. Localized spread from a parathyroid carcinoma could be considered an associated possibility; however, this disease is also increasingly rare (reported incidence 0.5 to 5% of primary hyperparathyroidism cases) [71]. Another known mimicker of a parathyroid adenoma is ectopic thyroid tissue. It can be suggested that this ectopic thyroid tissue would behave in a similar way to normal thyroid tissue and thus differ from parathyroid adenomas. As we did not come across a relevant case, this remains speculation.

The effective dose associated with our proposed 4DCT protocol has a mean value of 6.7 mSv and can be as low as 1.4 mSv. The effective dose of 4DCT protocols in the literature is situated between 10.4 mSv and 13.8 mSv. The effective dose of scintigraphy is estimated at 7.8 mSv (99mTc-sestamibi-SPECT) or 18.4 mSv (hybrid sestamibi-SPECT) [43, 62]. The last three patients were scanned with a 16 cm volume. The calculated effective dose for these three cases was calculated at 11.5 mSv, still within the dose limits for traditional helical 4DCT, as referenced in the literature [62]. We then managed to define the parameters for a dynamic 4DCT examination within an acceptable exposure range. Since our proposed technique relies more on contrast enhancement of suspected lesions than anatomical detail, further dose reduction can be achieved by lowering the signal-to-noise ratio (SNR).

This study has several limitations. First there is the small sample size of the study. It is, however, difficult to include patients when an existing and approved standard of care technique such as ultrasound produces excellent results. Our study is also prone to selection bias since we only included patients with positive ultrasound findings who were eligible for surgery. Lesions in patients when surgery is not considered may be smaller and thus more difficult to detect. Comparing the suspected parathyroid lesion to thyroid tissue may also prove problematic in cases of thyroid disease such as thyroiditis with associated diffuse inflammation of the thyroid gland and in cases of (suspicious) thyroid nodules. This may especially prove true in cases of intrathyroidal parathyroid adenomas. Last, we admit that our initial scanning protocol may not have been ideal for the detection of ectopic glands, as an 8 cm volume is small. A 16 cm volume is still within the possibilities of axial scanning and can then include the upper mediastinal structures; however, the dose will be higher, as stated above. Careful selection of parameters (lowering kV and SNR) can help to overcome this issue.

Conclusion

Our 4DCT protocol may allow better visualization of the pattern of enhancement of parathyroid lesions, as enhancement over time curves can be drawn. In this way, wash-in and wash-out of contrast in suspected lesions can be readily demonstrated. Since the interval for the TTP of parathyroid adenomas in our study varied between 26 and 42 s after contrast administration, arterial enhancement of the lesion could prove less conspicuous when scanning 25 s after contrast administration, the most common practice in the literature. Motion artifacts are less problematic as multiple phases are available. TTP was found to be significantly earlier for parathyroid adenomas than for normal thyroid tissue, and the MSI was significantly steeper. Normal lymph nodes can be readily differentiated from parathyroid adenomas due to their slow and continuous enhancement. Exposure to our proposed 4DCT technique is comparable to that for classic helical 4DCT. Careful selection of parameters (lowering kV and SNR) can help to further reduce the dose.

Acknowledgments

None.

Abbreviations

4DCT

4-Dimensional computed tomography

DLP

Dose length product

HU

Hounsfield units

MRI

Magnetic resonance imaging

MSI

Mean slope of increase

NECT

Non enhanced computed tomography

PHPT

Primary hyperparathyroidism

ROI

Region of interest

SNR

Signal to noise ratio

SPECT

Single-photon emission computed tomography

TTP

Time to peak

Authors' contributions

(1) Guarantor of integrity of the entire study: SR. (2) Study concepts and design: SR/YDB. (3) Literature research: SR. (4) Clinical studies: SR. (5) Experimental studies/data analysis: N/A. (6) Statistical analysis: NB. (7) Manuscript preparation: SR. (8) Manuscript editing: TVDH/JDM. All authors read and approved the final manuscript.

Funding

None.

Availability of data and materials

The data analyzed during the current study are included within the article. The different sets of CT images are not publicly available due to medical confidentiality.

Declarations

Ethics approval and consent to participate

This study was approved by the medical ethics committee of the University Hospital of Brussels (UZB/VUB) on 29/06/2016 with trial registration number B.U.N. 143201627917. Written informed consent for patient participation was obtained.

Consent for publication

The patients consented for anonymized data to be published.

Competing interests

The authors declare that they have no competing interests.

Footnotes

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The data analyzed during the current study are included within the article. The different sets of CT images are not publicly available due to medical confidentiality.


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