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Scoping review of regulatory transparency in AI-based radiology software: analysis of PMDA-approved SaMD products. 基于人工智能的放射学软件监管透明度的范围审查:pmda批准的SaMD产品分析。
IF 2.1 4区 医学 Pub Date : 2026-01-14 DOI: 10.1007/s11604-025-01942-y
Tomohiro Kikuchi, Shannon L Walston, Hirotaka Takita, Yasuhito Mitsuyama, Rintaro Ito, Masahiro Hashimoto, Takeshi Nakaura, Hiroaki Hyakutake, Sho Kawabe, Harushi Mori, Daiju Ueda
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引用次数: 0
Quantitative indices from post-PRRT SPECT/CT: an exploratory approach to early imaging biomarkers in neuroendocrine tumors. prrt后SPECT/CT的定量指标:神经内分泌肿瘤早期成像生物标志物的探索性方法
IF 2.1 4区 医学 Pub Date : 2026-01-14 DOI: 10.1007/s11604-025-01937-9
Takanori Bando, Hideki Otsuka, Tamaki Otani, Ryosuke Kasai, Yoichi Otomi, Sana Nagao, Shota Azane, Satoru Takashi, Yamato Kunikane, Masafumi Amano, Yasuyuki Okada, Tetsuji Takayama, Takashi Kawanaka, Hitoshi Ikushima, Masafumi Harada

Purpose: To assess therapeutic response in patients with neuroendocrine tumors (NETs) using quantitative post-therapy 177Lu-DOTATATE SPECT/CT metrics, such as standardized uptake values (SUVs), metabolic tumor volume (MTV), and total Lutetium uptake (TLuU), and to propose a response classification system based on these indices.

Materials and methods: In this retrospective study, we analyzed 31 lesions in 7 patients with NETs treated with four cycles of peptide receptor radionuclide therapy (PRRT) with 177Lu-DOTATATE. Visual interpretation with the Krenning score (K-S) and quantitative analysis (SUVmax, SUVpeak, SUVmean, MTV, TLuU) were performed after each cycle. Volumes of interest (VOI) were segmented using two thresholds: 40% of SUVmax or a fixed cutoff of 2.4. Treatment response was expressed as response ratios (RRs) across PRRT sessions.

Results: SUVmax and SUVpeak correlated strongly with K-S and were consistent across thresholding methods. MTV and TLuU varied by VOI definition, but the cutoff method produced more stable longitudinal assessments. Lesions with early SUV-based RR reductions at the second PRRT cycle showed continued decline across treatment. Patients were categorized as "Good Responder," "Responder," or "Non-responder" based on quantitative trends, which aligned with visual assessments and CT findings.

Conclusion: Quantitative post-PRRT SPECT/CT provides objective, reproducible metrics for assessing NET therapy response. A fixed SUV cutoff allows standardized volumetric assessment. Early SUV-based index declines may act as predictive biomarkers of treatment efficacy, supporting personalized theranostic strategies.

目的:利用177Lu-DOTATATE治疗后SPECT/CT指标,如标准化摄取值(SUVs)、代谢肿瘤体积(MTV)和总镥摄取(TLuU),评估神经内分泌肿瘤(NETs)患者的治疗反应,并基于这些指标提出反应分类系统。材料和方法:在这项回顾性研究中,我们分析了7例NETs患者的31个病变,这些患者接受了177Lu-DOTATATE肽受体放射性核素治疗(PRRT)的4个周期。每个周期结束后进行Krenning评分(K-S)视觉判读和SUVmax、SUVpeak、SUVmean、MTV、TLuU等定量分析。兴趣量(VOI)使用两个阈值进行分割:SUVmax的40%或2.4的固定截止。治疗反应以PRRT期间的反应比(rr)表示。结果:SUVmax和SUVpeak与K-S具有较强的相关性,且在不同阈值法中具有一致性。MTV和TLuU因VOI定义而异,但截断法产生了更稳定的纵向评估。在第二个PRRT周期中,早期基于suv的RR降低的病变在整个治疗过程中持续下降。根据定量趋势将患者分为“良好反应者”、“反应者”或“无反应者”,这与视觉评估和CT结果一致。结论:prrt后定量SPECT/CT为评估NET治疗反应提供了客观、可重复的指标。一个固定的SUV截止允许标准化的体积评估。早期基于suv的指数下降可能作为治疗效果的预测性生物标志物,支持个性化治疗策略。
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引用次数: 0
Carbon-Ion radiotherapy alone for inoperable locally advanced Non-Small cell lung cancer: A Japanese National registry study (J-CROS-LUNG). 单独碳离子放疗治疗不能手术的局部晚期非小细胞肺癌:日本国家登记研究(j - cross - lung)。
IF 2.1 4区 医学 Pub Date : 2026-01-13 DOI: 10.1007/s11604-025-01925-z
Shuri Aoki, Hiroaki Suefuji, Mio Nakajima, Nobuteru Kubo, Osamu Suzuki, Miyako Satouchi, Kimihiro Shimizu, Takehiko Fujisawa, Kensuke Umehara, Hitoshi Ishikawa, Yoshiyuki Shioyama

Purpose: Carbon-ion radiotherapy (CIRT) offers high-dose concentration and enhanced biological effects. Since 2016, a nationwide prospective registry study of CIRT for locally advanced non-small cell lung cancer (LA-NSCLC) has been conducted in Japan. This study aimed to evaluate clinical outcomes of CIRT in patients with LA-NSCLC who were ineligible for surgery or chemoradiotherapy (CCRT).

Materials and methods: Patients with inoperable LA-NSCLC treated with CIRT in Japan from May 2016 to June 2020 were included. Most patients received 64-72 Gy in 16 fractions per the Japanese Society for Radiation Oncology (JASTRO) unified policy. Elective nodal irradiation was allowed for nodal disease. No systemic therapy was administered before or after CIRT. Overall and progression-free survival were estimated by the Kaplan-Meier method; local failure was evaluated using the cumulative incidence function (CIF) with Gray's test. Two-sided P < 0.05 was considered significant.

Results: Median follow-up was 28 months for all patients and 36 months for survivors. Of the 55 patients, clinical stages (UICC 8th) were: IIB (26), IIIA (17), and IIIB (12). A clinical diagnosis without histological confirmation was established in four patients (7.3%), and interstitial pneumonia (IP) was present in nine (16.4%). The 3-year overall survival and progression-free survival were 49.1% (95% confidence interval [CI], 33.8-62.7%) and 28.3% (95% CI, 16.6-41.3%), respectively. Using competing risks, the 3-year CIF was 37.4% (95% CI, 24.2-50.5%). No grade ≥ 4 toxicity was observed; grade 2 and 3 pneumonitis occurred in 3 (5.5%) and 2 (3.6%) patients, respectively. In multivariable analysis, concomitant IP was a significant factor for overall survival (P = 0.011).

Conclusion: CIRT demonstrated favorable tumor control with acceptable toxicity in patients with LA-NSCLC ineligible for surgery or CCRT. It may be a promising treatment option for this patient population.

目的:碳离子放射治疗(CIRT)具有高剂量浓度和增强的生物效应。自2016年以来,在日本开展了一项关于CIRT治疗局部晚期非小细胞肺癌(LA-NSCLC)的全国性前瞻性注册研究。本研究旨在评估不适合手术或放化疗(CCRT)的LA-NSCLC患者的CIRT临床结果。材料和方法:纳入2016年5月至2020年6月在日本接受CIRT治疗的无法手术的LA-NSCLC患者。根据日本放射肿瘤学学会(JASTRO)的统一政策,大多数患者接受64-72 Gy的16个分数。淋巴结疾病允许选择性淋巴结照射。在CIRT之前或之后没有进行全身治疗。用Kaplan-Meier法估计总生存期和无进展生存期;局部失效采用累积关联函数(CIF)和格雷检验进行评估。双侧P结果:所有患者中位随访时间为28个月,幸存者中位随访时间为36个月。55例患者的临床分期(UICC第8期)为:IIB(26例)、IIIA(17例)、IIIB(12例)。4例(7.3%)患者没有组织学证实的临床诊断,9例(16.4%)患者存在间质性肺炎(IP)。3年总生存率和无进展生存率分别为49.1%(95%可信区间[CI], 33.8-62.7%)和28.3% (95% CI, 16.6-41.3%)。使用竞争风险,3年CIF为37.4% (95% CI, 24.2-50.5%)。未见≥4级毒性;2级和3级肺炎分别发生3例(5.5%)和2例(3.6%)。在多变量分析中,合并IP是影响总生存的重要因素(P = 0.011)。结论:对于不适合手术或CCRT的LA-NSCLC患者,CIRT显示出良好的肿瘤控制和可接受的毒性。对于这类患者来说,这可能是一种很有希望的治疗选择。
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引用次数: 0
Safety and efficacy of salvage reirradiation for recurrent high-grade gliomas: a retrospective analysis. 补救性再照射治疗复发性高级别胶质瘤的安全性和有效性:回顾性分析。
IF 2.1 4区 医学 Pub Date : 2026-01-05 DOI: 10.1007/s11604-025-01941-z
Miki Tsujii, Yaichiro Hashimoto, Yuka Kaizu, Kenta Ohmatsu, Sawa Kono, Shigehiko Kuribayashi

Purpose: To assess the feasibility, safety, and clinical outcomes of salvage reirradiation, using intensity-modulated radiotherapy (IMRT) with a total dose of 30 Gy and cumulative equivalent dose in 2 Gy fractions (EQD2) limited to ≤ 96 Gy in patients with recurrent high-grade gliomas.

Materials and methods: This retrospective study included 24 patients with recurrent high-grade gliomas who underwent IMRT-based reirradiation between 2014 and 2021. Treatment planning was performed using computed tomography-magnetic resonance imaging fusion images, and radiotherapy was delivered via IMRT or volumetric-modulated arc therapy. No concurrent chemotherapy was administered, and the cumulative EQD2 to the brain was restricted to 96 Gy.

Results: The median follow-up was 8 months (range, 1-31 months). The median overall survival was 8 months, with 1- and 2-year overall survival rates of 29% and 4%, respectively. No grade ≥ 2 toxicity or cases of radiation necrosis were observed. All patients completed the planned treatment course without interruption.

Conclusion: Salvage reirradiation using IMRT with an EQD2 limited to ≤ 96 Gy was a feasible and well-tolerated treatment strategy for select patients with recurrent high-grade gliomas. This approach may offer a modest survival benefit with minimal toxicity and warrants further investigation in prospective trials.

目的:评估复发性高级别胶质瘤患者使用调强放疗(IMRT)的可行性、安全性和临床结果,总剂量为30 Gy,累计等效剂量为2 Gy分数(EQD2),限制在≤96 Gy。材料和方法:本回顾性研究纳入了24例复发性高级别胶质瘤患者,这些患者在2014年至2021年间接受了基于imrt的再照射。治疗计划采用计算机断层扫描-磁共振成像融合图像,放疗通过IMRT或体积调制电弧治疗进行。没有同时进行化疗,累积到大脑的EQD2被限制在96 Gy。结果:中位随访时间为8个月(范围1-31个月)。中位总生存期为8个月,1年和2年的总生存率分别为29%和4%。未见2级以上毒性或放射性坏死病例。所有患者均完成了计划疗程,无中断。结论:对于复发的高级别胶质瘤患者,使用EQD2限制在≤96 Gy的IMRT进行补救性再照射是一种可行且耐受性良好的治疗策略。这种方法可能提供适度的生存效益和最小的毒性,值得在前瞻性试验中进一步研究。
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引用次数: 0
Time-dependent diffusion-weighted imaging assessment of tumor grading and isocitrate dehydrogenase genotypes in adult-type diffuse gliomas. 成人型弥漫性胶质瘤肿瘤分级和异柠檬酸脱氢酶基因型的时间依赖扩散加权成像评估。
IF 2.1 4区 医学 Pub Date : 2026-01-05 DOI: 10.1007/s11604-025-01936-w
Kiyohisa Kamimura, Tsubasa Nakano, Masanori Nakajo, Junki Kamizono, Tomohito Hasegawa, Daiki Tobo, Akie Mukai, Yoshiki Kamimura, Fumitaka Ejima, Hiroaki Nagano, Koji Takumi, Masatoyo Nakajo, Nayuta Higa, Hajime Yonezawa, Ryosuke Hanaya, Mari Kirishima, Akihide Tanimoto, Hirokazu Otsuka, Daisuke Hirahara, Hiroshi Imai, Thorsten Feiweier, Takashi Yoshiura

Background: This study aimed to investigate the usefulness of time-dependent diffusion magnetic resonance imaging (MRI) parameters compared with the conventional apparent diffusion coefficient (ADC) in distinguishing tumor grade and isocitrate dehydrogenase (IDH) genotypes of adult-type diffuse gliomas.

Methods: This retrospective study included 102 patients with adult-type diffuse gliomas. ADC maps obtained using diffusion-weighted imaging at short (7.1 ms) and long (44.5 ms) diffusion times (ADC7.1ms and ADC44.5ms) and maps of ADC changes (cADC) and relative ADC changes (rcADC) between the two diffusion times were generated. The mean, 5th, and 95th percentile values of each parameter were compared between low-grade (LGGs) and high-grade gliomas (HGGs) and between IDH-mutant and IDH-wildtype gliomas. The discriminative performance was assessed using receiver operating characteristic (ROC) analysis, and correlation with Ki-67 labeling index (Ki-67LI) was assessed using Spearman's rank correlation. Multivariable logistic regression analyses were conducted to predict HGGs and IDH-wildtype gliomas.

Results: In HGGs, the mean and 5th percentile values of ADC44.5ms and ADC7.1ms were significantly lower, whereas cADC and rcADC indices were significantly higher than those in LGGs. Performance of the mean rcADC (area under the ROC curve: 0.925; 95% confidence interval: 0.855-0.967) was significantly better than any index of conventional ADCs for tumor grade classification. The mean rcADC demonstrated the strongest correlation with Ki-67LI (ρ = 0.542, p < 0.0001). Moreover, the 95th percentile of rcADC was an independent predictor of IDH-wildtype gliomas after adjustment for age and sex, was useful for distinguishing IDH-wildtype from IDH-mutant gliomas CONCLUSIONS: The mean rcADC showed the strongest correlation with the Ki-67 LI and achieved better diagnostic performance than conventional PGSE-based ADC for differentiating LGGs from HGGs. In multivariable analyses, the mean and 95th percentile of rcADC were identified as independent predictors of HGGs and IDH-wildtype gliomas, respectively.

背景:本研究旨在探讨时间依赖扩散磁共振成像(MRI)参数与常规表观扩散系数(ADC)在区分成人型弥漫性胶质瘤的肿瘤分级和异柠檬酸脱氢酶(IDH)基因型中的作用。方法:回顾性研究102例成人型弥漫性胶质瘤。通过扩散加权成像获得短(7.1 ms)和长(44.5 ms)扩散时间(ADC7.1ms和ADC44.5ms)的ADC图,以及两个扩散时间间ADC变化(cADC)和相对ADC变化(rcADC)图。比较低级别胶质瘤(LGGs)和高级别胶质瘤(HGGs)以及idh突变型和idh野生型胶质瘤之间各参数的平均值、第5和第95百分位值。采用受试者工作特征(ROC)分析评价其判别能力,采用Spearman秩相关评价其与Ki-67标记指数(Ki-67LI)的相关性。采用多变量logistic回归分析预测hgg和idh野生型胶质瘤。结果:hgg患者ADC44.5ms和ADC7.1ms的平均值和第5百分位值显著低于lgg患者,而cADC和rcADC指数显著高于lgg患者。平均rcADC (ROC曲线下面积:0.925;95%可信区间:0.855-0.967)在肿瘤分级方面的表现明显优于常规adc的任何指标。rcADC均值与Ki-67LI相关性最强(ρ = 0.542, p < 0.0001)。此外,在调整年龄和性别后,rcADC的第95个百分点是idh野生型胶质瘤的独立预测因子,可用于区分idh野生型胶质瘤和idh突变型胶质瘤。结论:平均rcADC与Ki-67 LI的相关性最强,在区分LGGs和HGGs方面比传统的基于pgse的ADC具有更好的诊断效果。在多变量分析中,rcADC的平均值和第95百分位分别被确定为hgg和idh野生型胶质瘤的独立预测因子。
{"title":"Time-dependent diffusion-weighted imaging assessment of tumor grading and isocitrate dehydrogenase genotypes in adult-type diffuse gliomas.","authors":"Kiyohisa Kamimura, Tsubasa Nakano, Masanori Nakajo, Junki Kamizono, Tomohito Hasegawa, Daiki Tobo, Akie Mukai, Yoshiki Kamimura, Fumitaka Ejima, Hiroaki Nagano, Koji Takumi, Masatoyo Nakajo, Nayuta Higa, Hajime Yonezawa, Ryosuke Hanaya, Mari Kirishima, Akihide Tanimoto, Hirokazu Otsuka, Daisuke Hirahara, Hiroshi Imai, Thorsten Feiweier, Takashi Yoshiura","doi":"10.1007/s11604-025-01936-w","DOIUrl":"https://doi.org/10.1007/s11604-025-01936-w","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to investigate the usefulness of time-dependent diffusion magnetic resonance imaging (MRI) parameters compared with the conventional apparent diffusion coefficient (ADC) in distinguishing tumor grade and isocitrate dehydrogenase (IDH) genotypes of adult-type diffuse gliomas.</p><p><strong>Methods: </strong>This retrospective study included 102 patients with adult-type diffuse gliomas. ADC maps obtained using diffusion-weighted imaging at short (7.1 ms) and long (44.5 ms) diffusion times (ADC7.1ms and ADC44.5ms) and maps of ADC changes (cADC) and relative ADC changes (rcADC) between the two diffusion times were generated. The mean, 5th, and 95th percentile values of each parameter were compared between low-grade (LGGs) and high-grade gliomas (HGGs) and between IDH-mutant and IDH-wildtype gliomas. The discriminative performance was assessed using receiver operating characteristic (ROC) analysis, and correlation with Ki-67 labeling index (Ki-67LI) was assessed using Spearman's rank correlation. Multivariable logistic regression analyses were conducted to predict HGGs and IDH-wildtype gliomas.</p><p><strong>Results: </strong>In HGGs, the mean and 5th percentile values of ADC44.5ms and ADC7.1ms were significantly lower, whereas cADC and rcADC indices were significantly higher than those in LGGs. Performance of the mean rcADC (area under the ROC curve: 0.925; 95% confidence interval: 0.855-0.967) was significantly better than any index of conventional ADCs for tumor grade classification. The mean rcADC demonstrated the strongest correlation with Ki-67LI (ρ = 0.542, p < 0.0001). Moreover, the 95th percentile of rcADC was an independent predictor of IDH-wildtype gliomas after adjustment for age and sex, was useful for distinguishing IDH-wildtype from IDH-mutant gliomas CONCLUSIONS: The mean rcADC showed the strongest correlation with the Ki-67 LI and achieved better diagnostic performance than conventional PGSE-based ADC for differentiating LGGs from HGGs. In multivariable analyses, the mean and 95th percentile of rcADC were identified as independent predictors of HGGs and IDH-wildtype gliomas, respectively.</p>","PeriodicalId":14691,"journal":{"name":"Japanese Journal of Radiology","volume":" ","pages":""},"PeriodicalIF":2.1,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145900438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MRI findings of granulomatous prostatitis induced by intravesical Bacillus Calmette-Guérin treatment for bladder cancer: a comparison with prostate cancer. 膀胱内卡介苗-谷氨酰胺治疗膀胱癌致肉芽肿性前列腺炎的MRI表现:与前列腺癌的比较。
IF 2.1 4区 医学 Pub Date : 2026-01-01 Epub Date: 2025-10-10 DOI: 10.1007/s11604-025-01871-w
Hisataka Ito, Takashi Koyama, Shion Tanahara, Daiki Toda, Yoko Akaike, Kenji Notohara, Koji Inoue

Purpose: To characterize the magnetic resonance imaging (MRI) features of Bacillus Calmette-Guérin (BCG)-induced granulomatous prostatitis (GP) and to identify key imaging findings for differentiating it from prostate carcinoma (PCa).

Materials and methods: This retrospective study included 11 patients with pathologically confirmed BCG-induced GP and a comparison group of 88 patients (90 lesions) with PCa. Two radiologists retrospectively evaluated MRI findings. Qualitative analysis included lesion location, morphology, and signal intensity (SI) patterns on T1-weighted (T1WI), T2-weighted (T2WI), and diffusion-weighted imaging (DWI). Quantitative analysis compared lesion size, apparent diffusion coefficient (ADC) values, and T1WI SI ratios to both muscle and background prostate. Statistical comparisons were made using Fisher's exact test for qualitative data and the Mann-Whitney U test for quantitative data.

Results: Hyperintensity on T1WI was significantly more frequent in GP (100%) than in PCa (11%; p < 0.001). The lesion-muscle SI ratio on T1WI was also significantly higher in GP (p < 0.001), whereas the lesion-background SI ratio was not (p = 0.054). Furthermore, a diffuse morphology was significantly more common in GP (45%) compared to PCa (12%; p = 0.014), and the distribution of lesion locations also differed significantly (p = 0.041). No significant differences were found in lesion size, SI on T2WI or DWI and ADC values.

Conclusion: Some PCa exhibit similar imaging findings to GP, but T1 hyperintensity and a diffuse morphology are characteristic features of GP.

目的:探讨卡介苗诱导的肉芽肿性前列腺炎(GP)的磁共振成像特征,探讨与前列腺癌(PCa)鉴别的关键影像学表现。材料和方法:回顾性研究包括11例病理证实的bcg诱导GP患者和对照组88例(90个病变)PCa患者。两名放射科医生回顾性评估MRI结果。定性分析包括病变位置、形态、t1加权(T1WI)、t2加权(T2WI)和弥散加权成像(DWI)的信号强度(SI)模式。定量分析比较病变大小、表观扩散系数(ADC)值以及T1WI SI与肌肉和前列腺背景的比值。定性数据采用Fisher精确检验,定量数据采用Mann-Whitney U检验。结果:GP的T1WI高信号发生率(100%)明显高于PCa (11%); p结论:一些PCa表现出与GP相似的影像学表现,但T1高信号和弥漫性形态学是GP的特征。
{"title":"MRI findings of granulomatous prostatitis induced by intravesical Bacillus Calmette-Guérin treatment for bladder cancer: a comparison with prostate cancer.","authors":"Hisataka Ito, Takashi Koyama, Shion Tanahara, Daiki Toda, Yoko Akaike, Kenji Notohara, Koji Inoue","doi":"10.1007/s11604-025-01871-w","DOIUrl":"10.1007/s11604-025-01871-w","url":null,"abstract":"<p><strong>Purpose: </strong>To characterize the magnetic resonance imaging (MRI) features of Bacillus Calmette-Guérin (BCG)-induced granulomatous prostatitis (GP) and to identify key imaging findings for differentiating it from prostate carcinoma (PCa).</p><p><strong>Materials and methods: </strong>This retrospective study included 11 patients with pathologically confirmed BCG-induced GP and a comparison group of 88 patients (90 lesions) with PCa. Two radiologists retrospectively evaluated MRI findings. Qualitative analysis included lesion location, morphology, and signal intensity (SI) patterns on T1-weighted (T1WI), T2-weighted (T2WI), and diffusion-weighted imaging (DWI). Quantitative analysis compared lesion size, apparent diffusion coefficient (ADC) values, and T1WI SI ratios to both muscle and background prostate. Statistical comparisons were made using Fisher's exact test for qualitative data and the Mann-Whitney U test for quantitative data.</p><p><strong>Results: </strong>Hyperintensity on T1WI was significantly more frequent in GP (100%) than in PCa (11%; p < 0.001). The lesion-muscle SI ratio on T1WI was also significantly higher in GP (p < 0.001), whereas the lesion-background SI ratio was not (p = 0.054). Furthermore, a diffuse morphology was significantly more common in GP (45%) compared to PCa (12%; p = 0.014), and the distribution of lesion locations also differed significantly (p = 0.041). No significant differences were found in lesion size, SI on T2WI or DWI and ADC values.</p><p><strong>Conclusion: </strong>Some PCa exhibit similar imaging findings to GP, but T1 hyperintensity and a diffuse morphology are characteristic features of GP.</p>","PeriodicalId":14691,"journal":{"name":"Japanese Journal of Radiology","volume":" ","pages":"138-146"},"PeriodicalIF":2.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12769966/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145274516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recognizing the importance of papers on sustainable radiology. 认识到可持续放射学论文的重要性。
IF 2.1 4区 医学 Pub Date : 2026-01-01 DOI: 10.1007/s11604-025-01903-5
Shinji Naganawa
{"title":"Recognizing the importance of papers on sustainable radiology.","authors":"Shinji Naganawa","doi":"10.1007/s11604-025-01903-5","DOIUrl":"10.1007/s11604-025-01903-5","url":null,"abstract":"","PeriodicalId":14691,"journal":{"name":"Japanese Journal of Radiology","volume":" ","pages":"1"},"PeriodicalIF":2.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145563952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Responce to Coronary computed tomography angiography using the diluted contrast material protocol: a technique for achieving uniform coronary artery enhancement. 使用稀释造影剂方案的冠状动脉计算机断层造影反应:一种实现冠状动脉均匀增强的技术。
IF 2.1 4区 医学 Pub Date : 2026-01-01 Epub Date: 2025-09-03 DOI: 10.1007/s11604-025-01864-9
Kardos Marek
{"title":"Responce to Coronary computed tomography angiography using the diluted contrast material protocol: a technique for achieving uniform coronary artery enhancement.","authors":"Kardos Marek","doi":"10.1007/s11604-025-01864-9","DOIUrl":"10.1007/s11604-025-01864-9","url":null,"abstract":"","PeriodicalId":14691,"journal":{"name":"Japanese Journal of Radiology","volume":" ","pages":"220"},"PeriodicalIF":2.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144954751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A systematic review of comparisons of AI and radiologists in the diagnosis of HCC in multiphase CT: implications for practice. 比较人工智能和放射科医生在多期CT诊断HCC的系统综述:对实践的意义。
IF 2.1 4区 医学 Pub Date : 2026-01-01 Epub Date: 2025-08-18 DOI: 10.1007/s11604-025-01853-y
Jarrod Younger, Emily Morris, Nicholas Arnold, Chanchala Athulathmudali, Janani Pinidiyapathirage, William MacAskill

Purpose: This systematic review aims to examine the literature of artificial intelligence (AI) algorithms in the diagnosis of hepatocellular carcinoma (HCC) among focal liver lesions compared to radiologists on multiphase CT images, focusing on performance metrics that include sensitivity and specificity as a minimum.

Methods: We searched Embase, PubMed and Web of Science for studies published from January 2018 to May 2024. Eligible studies evaluated AI algorithms for diagnosing HCC using multiphase CT, with radiologist interpretation as a comparator. The performance of AI models and radiologists was recorded using sensitivity and specificity from each study. TRIPOD + AI was used for quality appraisal and PROBAST was used to assess the risk of bias.

Results: Seven studies out of the 3532 reviewed were included in the review. All seven studies analysed the performance of AI models and radiologists. Two studies additionally assessed performance with and without supplementary clinical information to assist the AI model in diagnosis. Three studies additionally evaluated the performance of radiologists with assistance of the AI algorithm in diagnosis. The AI algorithms demonstrated a sensitivity ranging from 63.0 to 98.6% and a specificity of 82.0-98.6%. In comparison, junior radiologists (with less than 10 years of experience) exhibited a sensitivity of 41.2-92.0% and a specificity of 72.2-100%, while senior radiologists (with more than 10 years of experience) achieved a sensitivity between 63.9% and 93.7% and a specificity ranging from 71.9 to 99.9%.

Conclusion: AI algorithms demonstrate adequate performance in the diagnosis of HCC from focal liver lesions on multiphase CT images. Across geographic settings, AI could help streamline workflows and improve access to timely diagnosis. However, thoughtful implementation strategies are still needed to mitigate bias and overreliance.

目的:本系统综述旨在研究人工智能(AI)算法在局灶性肝病变中诊断肝细胞癌(HCC)的文献,并将其与放射科医生在多期CT图像上的诊断进行比较,重点关注包括敏感性和特异性在内的性能指标。方法:检索Embase、PubMed和Web of Science,检索2018年1月至2024年5月发表的研究。符合条件的研究评估了使用多期CT诊断HCC的人工智能算法,并以放射科医生的解释作为比较。使用每项研究的敏感性和特异性记录人工智能模型和放射科医生的表现。使用TRIPOD + AI进行质量评价,使用PROBAST评估偏倚风险。结果:3532项研究中有7项纳入了本次综述。所有七项研究都分析了人工智能模型和放射科医生的表现。另外两项研究评估了有无补充临床信息的表现,以协助人工智能模型进行诊断。三项研究还评估了放射科医生在人工智能算法帮助下的诊断表现。人工智能算法的灵敏度为63.0 ~ 98.6%,特异性为82.0 ~ 98.6%。相比之下,初级放射科医生(经验不足10年)的敏感性为41.2-92.0%,特异性为72.2-100%,而高级放射科医生(经验超过10年)的敏感性为63.9% - 93.7%,特异性为71.9 - 99.9%。结论:人工智能算法在肝局灶性病变的多期CT图像诊断HCC方面表现良好。在不同的地理环境中,人工智能可以帮助简化工作流程并改善获得及时诊断的机会。然而,仍然需要深思熟虑的实施策略来减轻偏见和过度依赖。
{"title":"A systematic review of comparisons of AI and radiologists in the diagnosis of HCC in multiphase CT: implications for practice.","authors":"Jarrod Younger, Emily Morris, Nicholas Arnold, Chanchala Athulathmudali, Janani Pinidiyapathirage, William MacAskill","doi":"10.1007/s11604-025-01853-y","DOIUrl":"10.1007/s11604-025-01853-y","url":null,"abstract":"<p><strong>Purpose: </strong>This systematic review aims to examine the literature of artificial intelligence (AI) algorithms in the diagnosis of hepatocellular carcinoma (HCC) among focal liver lesions compared to radiologists on multiphase CT images, focusing on performance metrics that include sensitivity and specificity as a minimum.</p><p><strong>Methods: </strong>We searched Embase, PubMed and Web of Science for studies published from January 2018 to May 2024. Eligible studies evaluated AI algorithms for diagnosing HCC using multiphase CT, with radiologist interpretation as a comparator. The performance of AI models and radiologists was recorded using sensitivity and specificity from each study. TRIPOD + AI was used for quality appraisal and PROBAST was used to assess the risk of bias.</p><p><strong>Results: </strong>Seven studies out of the 3532 reviewed were included in the review. All seven studies analysed the performance of AI models and radiologists. Two studies additionally assessed performance with and without supplementary clinical information to assist the AI model in diagnosis. Three studies additionally evaluated the performance of radiologists with assistance of the AI algorithm in diagnosis. The AI algorithms demonstrated a sensitivity ranging from 63.0 to 98.6% and a specificity of 82.0-98.6%. In comparison, junior radiologists (with less than 10 years of experience) exhibited a sensitivity of 41.2-92.0% and a specificity of 72.2-100%, while senior radiologists (with more than 10 years of experience) achieved a sensitivity between 63.9% and 93.7% and a specificity ranging from 71.9 to 99.9%.</p><p><strong>Conclusion: </strong>AI algorithms demonstrate adequate performance in the diagnosis of HCC from focal liver lesions on multiphase CT images. Across geographic settings, AI could help streamline workflows and improve access to timely diagnosis. However, thoughtful implementation strategies are still needed to mitigate bias and overreliance.</p>","PeriodicalId":14691,"journal":{"name":"Japanese Journal of Radiology","volume":" ","pages":"97-105"},"PeriodicalIF":2.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12769607/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144873211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantitative CT analysis for predicting the PD-L1 expression in lung adenocarcinoma. 定量CT分析预测肺腺癌组织中PD-L1表达。
IF 2.1 4区 医学 Pub Date : 2026-01-01 Epub Date: 2025-08-26 DOI: 10.1007/s11604-025-01857-8
Masaya Tanabe, Yoshie Kunihiro, Masahiro Tanabe, Fumi Kameda, Masatoshi Nakashima, Taiga Kobayashi, Toshiki Tanaka, Yoshinobu Hoshii, Katsuyoshi Ito

Purpose: The objective of this study was to explore the relationship between a quantitative CT analysis and the expression of programmed death-ligand 1 (PD-L1) in lung adenocarcinoma.

Materials and methods: This study included 116 patients diagnosed with lung adenocarcinoma who were assessed for the expression of PD-L1. Tumors were classified as pure ground-glass nodules (GGNs), part-solid nodules, and solid nodules. The quantitative CT analysis included the tumor diameter and volume, solid component diameter and volume, and rate of the solid components. The CT criteria, and PD-L1 expression rates were compared based on the tumor proportion score (TPS). Optimal cutoff values were obtained utilizing the maximized Youden index method based on the receiver operating characteristic (ROC) analysis. Univariate and multiple linear regression analyses were also performed to examine the influencing factors of 50% and 1% PD-L1 expression.

Results: Solid nodules were significantly more frequent in the TPS ≥ 50% group (TPS ≥ 50% = 81.8% vs. TPS < 1% = 10.0%). The rate of solid component diameter and rate of solid component volume were significantly smaller in TPS < 1% than in TPS < 50% and 1-49% (p < 0.001, respectively). Multiple linear regression analysis identified the rate of solid component volume as a significant factor influencing 50% and 1% PD-L1 expression (p < 0.001 and p = 0.048, respectively).

Conclusion: High PD-L1 expression rates may be associated with higher rates of solid components in lung adenocarcinoma.

目的:本研究的目的是探讨定量CT分析与肺腺癌中程序性死亡配体1 (PD-L1)表达的关系。材料和方法:本研究纳入116例诊断为肺腺癌的患者,评估PD-L1的表达。肿瘤分为纯磨玻璃结节(ggn)、部分实性结节和实性结节。CT定量分析包括肿瘤直径和体积、实性成分直径和体积、实性成分发生率。根据肿瘤比例评分(TPS)比较CT标准和PD-L1表达率。采用基于受试者工作特征(ROC)分析的最大化约登指数法获得最佳截止值。单因素和多元线性回归分析分别检测50%和1% PD-L1表达的影响因素。结果:TPS≥50%组实性结节发生率明显高于TPS组(TPS≥50% = 81.8%)。结论:高PD-L1表达率可能与肺腺癌中较高的实性成分发生率相关。
{"title":"Quantitative CT analysis for predicting the PD-L1 expression in lung adenocarcinoma.","authors":"Masaya Tanabe, Yoshie Kunihiro, Masahiro Tanabe, Fumi Kameda, Masatoshi Nakashima, Taiga Kobayashi, Toshiki Tanaka, Yoshinobu Hoshii, Katsuyoshi Ito","doi":"10.1007/s11604-025-01857-8","DOIUrl":"10.1007/s11604-025-01857-8","url":null,"abstract":"<p><strong>Purpose: </strong>The objective of this study was to explore the relationship between a quantitative CT analysis and the expression of programmed death-ligand 1 (PD-L1) in lung adenocarcinoma.</p><p><strong>Materials and methods: </strong>This study included 116 patients diagnosed with lung adenocarcinoma who were assessed for the expression of PD-L1. Tumors were classified as pure ground-glass nodules (GGNs), part-solid nodules, and solid nodules. The quantitative CT analysis included the tumor diameter and volume, solid component diameter and volume, and rate of the solid components. The CT criteria, and PD-L1 expression rates were compared based on the tumor proportion score (TPS). Optimal cutoff values were obtained utilizing the maximized Youden index method based on the receiver operating characteristic (ROC) analysis. Univariate and multiple linear regression analyses were also performed to examine the influencing factors of 50% and 1% PD-L1 expression.</p><p><strong>Results: </strong>Solid nodules were significantly more frequent in the TPS ≥ 50% group (TPS ≥ 50% = 81.8% vs. TPS < 1% = 10.0%). The rate of solid component diameter and rate of solid component volume were significantly smaller in TPS < 1% than in TPS < 50% and 1-49% (p < 0.001, respectively). Multiple linear regression analysis identified the rate of solid component volume as a significant factor influencing 50% and 1% PD-L1 expression (p < 0.001 and p = 0.048, respectively).</p><p><strong>Conclusion: </strong>High PD-L1 expression rates may be associated with higher rates of solid components in lung adenocarcinoma.</p>","PeriodicalId":14691,"journal":{"name":"Japanese Journal of Radiology","volume":" ","pages":"89-96"},"PeriodicalIF":2.1,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12769982/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144954732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Japanese Journal of Radiology
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