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A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Ultrasonographic thyroid nodular findings in Japanese children
Nobuyuki Taniguchi1, Naomi Hayashida2, Hiroki Shimura3
1Department of Clinical Laboratory Medicine, Jichi Medical University, 3311-1 Yakushiji, Shimotsuke, Tochigi, 329-0498, Japan. taniguch@jichi.ac.jp.
Insights
This study examined thyroid nodular lesions in Japanese children using high-quality ultrasonography. Most children had no or minor findings, with few requiring further examination, providing baseline data for pediatric thyroid health.
Area of Science:
- Pediatric Endocrinology
- Diagnostic Imaging
- Public Health
Background:
- The Fukushima Health Management Survey utilized thyroid ultrasound for children post-nuclear power plant accident.
- Limited data exists on thyroid nodular lesions in the general pediatric population in Japan.
Purpose of the Study:
- To determine the frequency of thyroid nodular lesions detected by high-quality ultrasonography in Japanese children.
- To establish baseline data for thyroid findings in a general pediatric population.
Main Methods:
- A cohort of 4,365 children (3-18 years) from three Japanese prefectures were examined.
- Standardized ultrasonography equipment, identical to that used in the Fukushima Survey, was employed.
- Findings were categorized: 'A' (no further examination), 'B' (nodules ≥5.1 mm or cysts ≥20.1 mm), and 'C' (immediate examination).
Main Results:
- 99% of participants were classified under category 'A', with 1% in category 'B'. No participants required category 'C' assessment.
- Thyroid nodules were detected in 1.6% of participants, and thyroid cysts in 56.9%.
- A significant portion (56.5%) were classified as 'A2', indicating small nodules or cysts.
Conclusions:
- This study provides crucial data on the prevalence of ultrasonographically detected thyroid nodular lesions in Japanese children.
- The findings offer valuable insights for assessing thyroid health in pediatric populations.
- Careful interpretation of these results is essential for clinical and public health applications.
Purpose:
The Fukushima Health Management Survey conducted after the accident at the Fukushima Nuclear Power Plant included thyroid ultrasound examinations for children aged ≤18 years at the time of the accident. The purpose of this study was to investigate the frequency of thyroid nodular lesions detected using high-quality ultrasonography in a general population of Japanese children, in whom such data have not been previously characterized.
Methods:
The current study investigated 4,365 free-living children aged between 3 and 18 years in three Japanese prefectures (Aomori, Yamanashi and Nagasaki). The same ultrasonography equipment as that used in the Fukushima Survey was employed to observe thyroid nodular lesions. The following categories of findings were used-'A', further examinations are not necessary; 'B', the presence of thyroid nodules with a diameter of ≥5.1 mm or thyroid cysts with a diameter of ≥20.1 mm; and 'C', immediate further examinations are required. As a sub-category of 'A', 'A1' was defined as the absence of nodules or cysts, and 'A2' was defined as the presence of thyroid nodules with a diameter of ≤5.0 mm or thyroid cysts with a diameter of ≤20.0 mm.
Results:
Overall, 4,321 (99 %) of the total participants were classified with a status of 'A' and 44 (1 %) were classified with a status of 'B'. No participants were classified with a status of 'C'. A total of 56.5 % of the total participants was classified with a status of 'A2'. Thyroid nodules were identified in 1.6 % of the total participants and thyroid cysts were identified in 56.9 % of the participants.
Conclusion:
The current study provides data regarding the actual frequency of ultrasonographically detected thyroid nodular lesions among the Japanese children. These results would be useful for evaluating thyroid findings in Japanese children, although careful interpretation is required.
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