{"title":"[Clinical Evaluation of AI-based Automatic Contouring for Thoracic Structures].","authors":"Hideharu Miura, Minoru Nakao, Masanori Ochi, Masahiro Kenjo, Shuichi Ozawa, Masayuki Kagemoto","doi":"10.6009/jjrt.26-1649","DOIUrl":"https://doi.org/10.6009/jjrt.26-1649","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to verify the contouring accuracy of the artificial intelligence (AI)-based auto-segmentation software Contour+ (MVision AI Oy, Helsinki, Finland) both quantitatively and visually, and to evaluate its clinical validity for the thoracic region in Japanese patients.</p><p><strong>Methods: </strong>Ten thoracic radiotherapy cases with lung lesions were analyzed. Contour+ was used to automatically delineate both lungs, trachea, bronchus, esophagus, spinal cord, and heart. Three observers visually evaluated the auto-contours using a five-point scoring system, and the final manually corrected contours were used as the reference to calculate the dice similarity coefficient (DSC), Hausdorff distance (HD), and volume differences.</p><p><strong>Results: </strong>In all cases, the AI auto-contours were evaluated as \"clinically acceptable with minor modifications (score ≥3),\" with an average score of 4.4. The mean DSC values were 1.00 for the lungs, 0.99 for the trachea, 0.91 for the bronchi, 0.86 for the esophagus, 0.99 for the spinal cord, and 0.99 for the heart, indicating high agreement. The mean HD values were 5.68 mm, 8.72 mm, and 3.30 mm for the bronchi, esophagus, and heart, respectively. The mean volume changes after manual correction were 4.02 cc for the bronchi, 2.55 cc for the esophagus, and 2.58 cc for the heart.</p><p><strong>Conclusion: </strong>AI-based auto-segmentation software Contour+ demonstrated high geometric agreement and clinical validity for major thoracic organs in Japanese patients, suggesting its potential to reduce the contouring workload and promote standardization in radiotherapy treatment planning.</p>","PeriodicalId":74309,"journal":{"name":"Nihon Hoshasen Gijutsu Gakkai zasshi","volume":"82 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147679248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"[The Report from the Task Group of Promoting Research Participation among Early-Career Members].","authors":"Ayaka Hirosawa","doi":"10.6009/jjrt.26-0808","DOIUrl":"https://doi.org/10.6009/jjrt.26-0808","url":null,"abstract":"","PeriodicalId":74309,"journal":{"name":"Nihon Hoshasen Gijutsu Gakkai zasshi","volume":"82 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148802684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"[Simultaneous Acquisition of Vessel Wall Imaging and MR Angiography in Brain MRI].","authors":"Hiroki Okada, Yuichi Uchiumi, Masayuki Sato, Natsumi Tanaka, Mizuki Kurosawa, Yoshiyuki Ishimori","doi":"10.6009/jjrt.26-1600","DOIUrl":"10.6009/jjrt.26-1600","url":null,"abstract":"<p><strong>Purpose: </strong>The combination of vessel wall imaging (VWI) and MR angiography (MRA) is useful for differentiating between intracranial atherosclerotic disease and arterial dissection. However, additional VWI scans increase total scan time. The purpose of this study was to develop and evaluate a simultaneous acquisition method for VWI and MRA using phase-sensitive inversion recovery (PSIR) in brain MRI.</p><p><strong>Methods: </strong>Imaging parameters were optimized using a phantom simulating cerebral blood flow, brain parenchyma, and plaque. The proposed method was validated in an in vivo study by comparing it with the conventional method (T<sub>1</sub>-turbo spin echo+time of flight-MRA).</p><p><strong>Results: </strong>The proposed method achieved a higher contrast ratio than the conventional method. Additionally, the acquisition time was reduced to less than one-half (2 min 18 s vs 7 min 15 s).</p><p><strong>Conclusion: </strong>This simultaneous acquisition method using PSIR is useful for brain MRI.</p>","PeriodicalId":74309,"journal":{"name":"Nihon Hoshasen Gijutsu Gakkai zasshi","volume":"82 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100909","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"[The Importance of Continuous Radiation Education for Nurses].","authors":"Yoshiaki Morishima, Michiaki Ito","doi":"10.6009/jjrt.26-1613","DOIUrl":"10.6009/jjrt.26-1613","url":null,"abstract":"<p><strong>Purpose: </strong>Nurses are frequently involved in radiologic imaging procedures; however, opportunities to learn about radiology in clinical practice are limited. This study aimed to assess the current level of radiology-related knowledge among newly hired nurses at Tohoku Medical and Pharmaceutical University Hospital (hereafter referred to as our hospital) and to clarify the need for radiology education.</p><p><strong>Methods: </strong>A questionnaire survey was conducted among 77 nurses who started working at our hospital in April 2022. The survey included items related to radiology education, knowledge of radiation exposure, and interest in working in radiology departments.</p><p><strong>Results: </strong>Although 58.4% of respondents had attended radiation-related classes during their studies, 93.5% were unable to distinguish between radioactivity and radiation. Misunderstandings were also observed regarding the safe distance required during portable X-ray imaging and the hereditary effects of radiation exposure. In contrast, 62.3% of the nurses expressed interest in working in radiology departments in the future.</p><p><strong>Conclusion: </strong>Newly hired nurses surveyed in this study demonstrated insufficient fundamental knowledge and several misconceptions regarding radiology, yet showed interest in working in radiology, highlighting the need for structured educational programs.</p>","PeriodicalId":74309,"journal":{"name":"Nihon Hoshasen Gijutsu Gakkai zasshi","volume":"82 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147517297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"[Subject Thickness Measurement and Entrance Surface Dose Estimation Using an RGB-D Camera in Chest Radiography].","authors":"Kenji Yasue, Atsushi Urikura, Koichi Hanada, Hiraku Fuse","doi":"10.6009/jjrt.26-1692","DOIUrl":"https://doi.org/10.6009/jjrt.26-1692","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to quantify the effect of measurement duration on subject thickness accuracy using an RGB-D camera at a source-to-image distance (SID) of 200 cm for chest radiography and to evaluate the accuracy of entrance surface dose (ESD) estimation based on 1-s measurements.</p><p><strong>Methods: </strong>A chest radiography phantom was evaluated at subject thicknesses of 20, 25, 30, and 35 cm. Subject thickness was measured five times at measurement durations of 1, 5, and 10 s and compared with caliper measurements. ESD estimated from the mean subject thickness obtained over 1 s was compared with the reference ESD calculated from the caliper-based thickness.</p><p><strong>Results: </strong>The maximum subject thickness error was 0.48 cm, the maximum relative error was +1.4%, and the maximum standard deviation was 0.12 cm. No significant differences among measurement durations were found at 20, 25, or 30 cm. At 35 cm, an overall difference was found, but no pairwise difference was significant after adjustment for multiple comparisons. The maximum relative error in ESD estimation was +0.6% at 35 cm.</p><p><strong>Conclusion: </strong>Under static phantom conditions at an SID of 200 cm, subject thickness measurements obtained over 1 s and the resulting ESD estimates were close to the reference values. These findings support further evaluation of short-duration RGB-D measurements for chest radiography.</p>","PeriodicalId":74309,"journal":{"name":"Nihon Hoshasen Gijutsu Gakkai zasshi","volume":"82 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149221281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"[Pioneering a New Era for JSRT through Academic Integration and the Development of Next-Generation Talent].","authors":"Takayuki Ishida","doi":"10.6009/jjrt.26-0103","DOIUrl":"https://doi.org/10.6009/jjrt.26-0103","url":null,"abstract":"","PeriodicalId":74309,"journal":{"name":"Nihon Hoshasen Gijutsu Gakkai zasshi","volume":"82 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146020934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}