総合医科学研究所 遺伝子発見機構学

林 直樹

ハヤシ ナオキ  (Naoki Hayashi)

基本情報

所属
藤田医科大学 医療科学部臨床教育連携ユニット医学物理学分野 教授
学位
博士(医療技術学)(名古屋大学)
修士(保健学)(金沢大学)

研究者番号
00549884
J-GLOBAL ID
201201043293710753
researchmap会員ID
B000219735

論文

 103
  • Kazuki Onishi, Naoki Hayashi, Tatsunori Saito, Yuta Muraki, Shinya Neri, Masashi Nozue
    Radiological Physics and Technology 2026年2月23日  査読有り責任著者
  • Hidetoshi Shimizu, Yuichiro Furuya, Tsubasa Asai, Isanori Iwama, Hiroyuki Tachibana, Yasunori Ishiguro, Naoki Hayashi, Masakazu Tsujimoto, Yoshitaka Inaba
    Nuclear medicine communications 2026年1月15日  査読有り
    PURPOSE: 177Lu-DOTATATE-targeted radionuclide therapy (TRT) is effective for patients with somatostatin receptor (SSTR)-positive neuroendocrine tumors; however, radiation safety regulations often necessitate hospitalization, particularly in countries with stringent discharge criteria. This study aimed to identify pretreatment factors predicting outpatient eligibility. METHODS: We retrospectively analyzed 26 patients who underwent their first cycle of 177Lu-DOTATATE TRT with complete data for analysis. The external dose rate at 1 m (EDR-1 m) was measured 6 h after administration. Patients were divided into two groups: EDR-1 m greater than or equal to 18 μSv/h and less than 18 μSv/h. Characteristics, including age, sex, BMI, body surface area, estimated glomerular filtration rate, administered dose, and tumor site, were compared. In addition, the whole-body washout rate from pretreatment SSTR imaging was evaluated as a potential predictor. Logistic regression and receiver operating characteristic (ROC) analyses were conducted. RESULTS: Fourteen of the 26 (53.8%) patients met the discharge criterion at 6 h. No significant differences were observed in demographic or clinical characteristics between groups. The median washout rate was significantly higher in those meeting the criterion (57.6 vs. 35.0%; P < 0.001). The area under the ROC curve for the washout rate was 0.929, indicating excellent predictive ability. An optimal cut-off value of 53.5% predicted same-day discharge with a sensitivity of 92.9% and specificity of 91.7%. CONCLUSION: The whole-body washout rate derived from pretreatment SSTR imaging is a strong, practical predictor for outpatient eligibility following 177Lu-DOTATATE TRT. Incorporating this simple, noninvasive marker into clinical workflow could support individualized discharge planning and improve patient access under strict radiation safety regulations.
  • Ryohei Yamauchi, Masahide Saito, Hironori Kojima, Yusuke Ueshima, Chie Kurokawa, Naoki Tohyama, Masahiko Kurooka, Shinobu Kumagai, Eriko Saito, Masataka Sakamoto, Takayuki Kanai, Hidekazu Suzuki, Tatsunori Saito, Tomoki Kitagawa, Makoto Sasaki, Hiroki Katayama, Yoshinobu Shimohigashi, Yoshifumi Oku, Naoki Hayashi, Takeshi Ohno, Hiroshi Onishi
    Journal of radiation research 2026年1月14日  査読有り
    The purpose of this study was to evaluate the diffusion of surface-guided radiation therapy (SGRT), implementation of quality control and quality assurance strategies, established clinical workflows and user perceptions regarding the benefits and limitations of SGRT in routine practice. From October to December 2024, we surveyed 880 radiotherapy institutions in Japan regarding institutional characteristics, quality assurance/quality control, computed tomography simulation, treatment procedures and general questions regarding SGRT. The survey was distributed via mailing list and through vendors, and administered via Google Forms. A total of 292 institutions responded, corresponding to a response rate of 33%. Ninety-eight institutions reported introducing SGRT, and 50 institutions had introduced it after 2022. The highest usage rate of SGRT in breast treatment was 87%. Approximately half of the institutions performed daily checks of SGRT and radiation isocenter coincidence, as well as static accuracy, whereas 6% did not perform these checks at all. The primary functions of the SGRT system were patient positioning (94%), respiratory management (78%), patient monitoring (76%) and skin marker-less techniques (69%). Many institutions reduced or eliminated skin marking, citing simplified workflows and reduced setup time. Many respondents observed that SGRT implementation reduced both setup and treatment times for breast/chest, abdomen/pelvis and extremity procedures. SGRT has been widely embraced in Japan, offering notable clinical and workflow benefits. However, because participation in this survey was voluntary, the results may overrepresent institutions with greater awareness or adoption of SGRT. Greater standardization, broader insurance coverage and ongoing technological advancements are essential to fully realize its advantages.
  • Hidetoshi Shimizu, Tomoki Kitagawa, Koji Sasaki, Takahiro Aoyama, Naoki Hayashi, Keisuke Yasui, Takeshi Kodaira
    Journal of medical radiation sciences 2025年11月23日  査読有り
    The patient setup using the surface-guided radiation therapy (SGRT) system differs from conventional surface marker procedures. Owing to the abundance of three-dimensional information, there may be operator variability in where to focus during the patient setup. This study aimed to clarify the differences between expert and novice operators in SGRT positioning for head and neck cases by tracking their eye movements, thereby providing data for developing efficient patient setup procedures. Six radiation therapists set up a simulated patient on the SGRT system while recording eye movements on the screen using the QG-PLUS eye-tracking system. The positioning time and number of gaze fixations on the screen were analysed, and the relationship between years of experience with SGRT, positioning time and number of gaze fixations was evaluated. No significant correlation was found between SGRT experience and positioning time (r = -0.67, p = 0.15). However, more experienced radiation therapists exhibited fewer gaze fixations per positioning session (r = -0.81, p < 0.05), indicating that they efficiently identified key positioning points. Additionally, experienced radiation therapists focused more intently on a specific screen during the latter half of positioning, suggesting a refined approach for final patient alignment verification. More experienced radiation therapists showed fewer gaze fixations and demonstrated increased attention to a specific screen during the latter half of the patient setup process, suggesting that eye-tracking technology may provide useful data for standardising patient setup procedures in SGRT patient setups.
  • Keisuke Yasui, Yuri Kasugai, Maho Morishita, Yasunori Saito, Hidetoshi Shimizu, Haruka Uezono, Naoki Hayashi
    Radiological physics and technology 18(4) 1192-1198 2025年9月24日  査読有り
    To quantify radiation dose reduction in radiotherapy treatment-planning CT (RTCT) using a deep learning-based reconstruction (DLR; AiCE) algorithm compared with adaptive iterative dose reduction (IR; AIDR). To evaluate its potential to inform RTCT-specific diagnostic reference levels (DRLs). In this single-institution retrospective study, 4-part RTCT scans (head, head and neck, lung, and pelvis) were acquired on a large-bore CT. Scans reconstructed with IR (n = 820) and DLR (n = 854) were compared. The 75th-percentile CTDIvol and DLP (CTDIIR, DLPIR vs. CTDIDLR, DLPDLR) were determined per site. Dose reduction rates were calculated as (CTDIDLR - CTDIIR)/CTDIIR × 100% and similarly for DLP. Statistical significance was assessed by the Mann-Whitney U-test. DLR yielded CTDIvol reductions of 30.4-75.4% and DLP reductions of 23.1-73.5% across sites (p < 0.001), with the greatest reductions in head and neck RTCT (CTDIvol: 75.4%; DLP: 73.5%). Variability also narrowed. Compared with published national DRLs, DLR achieved 34.8 mGy and 18.8 mGy lower CTDIvol for head and neck versus UK-DRLs and Japanese multi-institutional data, respectively. DLR substantially lowers RTCT dose indices, providing quantitative data to guide RTCT-specific DRLs and optimize clinical workflows.

MISC

 32

書籍等出版物

 16

講演・口頭発表等

 63

担当経験のある科目(授業)

 14

共同研究・競争的資金等の研究課題

 9

作成した教科書、教材、参考書

 3
  • 件名
    診療放射線技術ガイド(第3版)
    終了年月日
    2014/04
    概要
    共著にて作成。現場で活躍する診療放射線技師にとって必要な実践的な知識を網羅する教科書である。私は放射線治療技術に関する項を担当しました。
  • 件名
    新・医用放射線技術実験:基礎編
    開始年月日
    2016/04/01
    概要
    診療放射線技師を養成する大学において学生実験を行うための教科書を分担執筆した.私はラジオクロミックフィルムを用いた線量計測を担当した.
  • 件名
    外部放射線治療における水吸収線量の標準計測法
    開始年月日
    2012/09/10
    概要
    本邦の外部放射線治療における吸収線量の標準的計測法を記述する本を医学物理学会の編集メンバーとともに分担執筆した.私はラジオクロミックフィルムの章と光子線計測に関する部分を担当した.