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A pretreatment multiparametric MRI-based radiomics-clinical machine learning model for predicting radiation-induced temporal lobe injury in patients with nasopharyngeal carcinoma 基于放射计量学-临床机器学习模型的预处理多参数磁共振成像,用于预测鼻咽癌患者辐射诱发的颞叶损伤。
IF 2.3 3区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2024-06-18 DOI: 10.1002/hed.27830
Li Wang MS, Ting Qiu MS, Jiawei Zhou MS, Yinsu Zhu MD, PhD, Baozhou Sun PhD, Guanyu Yang PhD, Shengfu Huang MD, Lirong Wu MD, PhD, Xia He MD, PhD

Background

To establish and validate a machine learning model using pretreatment multiparametric magnetic resonance imaging-based radiomics data with clinical data to predict radiation-induced temporal lobe injury (RTLI) in patients with nasopharyngeal carcinoma (NPC) after intensity-modulated radiotherapy (IMRT).

Methods

Data from 230 patients with NPC who received IMRT (130 with RTLI and 130 without) were randomly divided into the training (n = 161) and validation cohort (n = 69) with a ratio of 7:3. Radiomics features were extracted from pretreatment apparent diffusion coefficient (ADC) map, T2-weighted imaging (T2WI), and CE-T1-weighted imaging (CE-T1WI). T-test, spearman rank correlation, and least absolute shrinkage and selection operator (LASSO) algorithm were employed to identify significant radiomics features. Clinical features were selected with univariate and multivariate analyses. Radiomics and clinical models were constructed using multiple machine learning classifiers, and a clinical-radiomics nomogram that combined clinical with radiomics features was developed. Receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) were drawn to compare and verify the predictive performances of the clinical model, radiomics model, and clinical-radiomics nomogram.

Results

A total of 5064 radiomics features were extracted, from which 52 radiomics features were selected to construct the radiomics signature. The AUC of the radiomics signature based on multiparametric MRI was 0.980 in the training cohort and 0.969 in the validation cohort, outperforming the radiomics signature only based on T2WI and CE-T1WI (p < 0.05), which highlighted the significance of the DWI sequence in the prediction of temporal lobe injury. The area under the curve (AUC) of the clinical model was 0.895 in the training cohort and 0.905 in the validation cohort. The nomogram, which integrated radiomics and clinical features, demonstrated an impressive AUC value of 0.984 in the validation set; however, no statistically significant difference was observed compared to the radiomics model. The calibration curve and decision curve analysis of the nomogram demonstrated excellent predictive performance and clinical feasibility.

Conclusions

The clinical-radiomics nomogram, integrating clinical features with radiomics features derived from pretreatment multiparametric MRI,

研究背景利用基于多参数磁共振成像的预处理放射组学数据和临床数据,建立并验证一个机器学习模型,以预测鼻咽癌(NPC)患者接受调强放射治疗(IMRT)后辐射诱导的颞叶损伤(RTLI):将230名接受IMRT治疗的鼻咽癌患者(130名有RTLI,130名没有)的数据按7:3的比例随机分为训练组(n = 161)和验证组(n = 69)。从治疗前的表观弥散系数(ADC)图、T2加权成像(T2WI)和CE-T1加权成像(CE-T1WI)中提取放射组学特征。采用T检验、矛曼秩相关和最小绝对缩小和选择算子(LASSO)算法来识别重要的放射组学特征。通过单变量和多变量分析筛选出临床特征。使用多种机器学习分类器构建了放射组学和临床模型,并开发了结合临床和放射组学特征的临床-放射组学提名图。通过绘制接收者操作特征曲线(ROC)、校准曲线和决策曲线分析(DCA)来比较和验证临床模型、放射组学模型和临床-放射组学提名图的预测性能:共提取了5064个放射组学特征,从中筛选出52个放射组学特征构建放射组学特征。基于多参数核磁共振成像的放射组学特征的AUC在训练队列中为0.980,在验证队列中为0.969,优于仅基于T2WI和CE-T1WI的放射组学特征(p 结论:基于多参数核磁共振成像的放射组学特征的AUC在训练队列中为0.980,在验证队列中为0.969,优于仅基于T2WI和CE-T1WI的放射组学特征:临床-放射组学提名图整合了临床特征和治疗前多参数磁共振成像得出的放射组学特征,对确诊的鼻咽癌患者的RTLI具有令人信服的预测性能。
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引用次数: 0
Prognostic implications of mucosal and deep margin distances according to T-status in oral tongue squamous cell carcinoma: A single-center retrospective study. 根据口腔舌鳞状细胞癌的 T 状态确定粘膜和深缘距离对预后的影响: 一项单中心回顾性研究。
IF 2.9 3区 医学 Q1 Medicine Pub Date : 2024-06-17 DOI: 10.1002/hed.27844
Valentine Poissonnet, Bertille Segier, Raphaël Lopez, Aurore Siegfried, Agnès Dupret-Bories, Jérôme Sarini, Vinciane Poulet, Franck Delanoë, Sébastien Vergez, Emilien Chabrillac

Objective: To elucidate the prognostic implications of mucosal and deep margin distances in oral tongue squamous cell carcinoma (OTSCC), and to assess a different margin cut-off value in T1-T2 versus T3-T4 tumors.

Methods: This single-center retrospective study included 223 patients who received surgery for a primary OTSCC between January 2017 and December 2021.

Results: Multivariable analysis showed that deep margin distance ≥3 mm in T1-T2 tumors and ≥5 mm in T3-T4 tumors was significantly associated with better RFS and OS. Mucosal and deep margin distances were globally clinically useful for 2-year RFS prediction of T1-T2 tumors, for which deep margins seemed to have more clinical utility than mucosal margins. The influence of margin distances on 2-year RFS seemed greater for T1-T2 tumors than T3-T4 tumors.

Conclusion: Mucosal and deep margin distances were associated with OS and RFS in OTSCC. Shorter deep margin distances may be aimed for in T1-T2 versus T3-T4 tumors.

目的阐明口腔舌鳞状细胞癌(OTSCC)黏膜和深部边缘距离对预后的影响,并评估T1-T2与T3-T4肿瘤的不同边缘截断值:这项单中心回顾性研究纳入了223名在2017年1月至2021年12月期间接受原发性OTSCC手术的患者:多变量分析显示,T1-T2肿瘤的深缘距离≥3 mm和T3-T4肿瘤的深缘距离≥5 mm与较好的RFS和OS显著相关。粘膜和深部边缘距离对预测T1-T2肿瘤的2年RFS具有全面的临床意义,其中深部边缘似乎比粘膜边缘更有临床意义。边缘距离对T1-T2肿瘤2年RFS的影响似乎大于T3-T4肿瘤:结论:粘膜边缘和深部边缘距离与OTSCC的OS和RFS有关。T1-T2肿瘤与T3-T4肿瘤相比,应尽量缩短深部边缘距离。
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引用次数: 0
Feasibility of the enhanced neuromuscular blockade recovery protocol with selective use of sugammadex in thyroid surgery with intraoperative neuromonitoring. 在甲状腺手术中选择性使用苏加麦克斯的神经肌肉阻滞恢复强化方案与术中神经监测的可行性。
IF 2.9 3区 医学 Q1 Medicine Pub Date : 2024-06-15 DOI: 10.1002/hed.27826
Shuwen Yang, Zhirong Sun, Changming Zhou, Wenjun Wei, Ning Qu, Rongliang Shi, Ben Ma, Weibo Xu, Qinhai Ji, Jun Zhang, Yu Wang

Background: To investigate feasibility of utilizing enhanced neuromuscular blocking agents with selective recovery protocol during thyroid surgery with intraoperative neuromonitoring (IONM).

Methods: Two-hundred and ninety patients were randomized into two groups: group A 0.3 mg/kg rocuronium and group B 0.6 mg/kg. Sugammadex 2 mg/kg was injected if needed followed initial vagal stimulation (V0). Electromyography signals from vagus and recurrent laryngeal nerves before and after resection were recorded as V1, V2, R1, and R2.

Results: In group B, 30 patients (20.7%) had V0 signals <100 μV, compared to 9 (6.2%) in group A. After sugammadex administration, 144 patients (99.3%) in both groups achieved positive V1 signals. Group B demonstrated a shorter surgical time from rocuronium injection to V2 stimulation compared to group A, accompanied by a significantly lower incidence of intraoperative body movement (0 vs. 16 patients).

Conclusions: 0.6 mg/kg rocuronium with selective use 2 mg/kg sugammadex for IONM in thyroid surgery can meet both anesthesia and surgery demands.

背景:研究在甲状腺手术中使用增强型神经肌肉阻断剂和选择性恢复方案并配合术中神经监测(IONM)的可行性:研究在甲状腺手术中使用增强型神经肌肉阻滞剂并配合术中神经监测(IONM)选择性恢复方案的可行性:将290名患者随机分为两组:A组0.3毫克/千克罗库溴铵,B组0.6毫克/千克。在初始迷走神经刺激(V0)后,根据需要注射 2 毫克/千克舒格迈司。切除前后迷走神经和喉返神经的肌电图信号分别记录为 V1、V2、R1 和 R2:结果:在 B 组中,30 名患者(20.7%)出现 V0 信号:在甲状腺手术中使用0.6 mg/kg 罗库溴铵并选择性使用2 mg/kg 苏加麦克斯进行离子导入,可以同时满足麻醉和手术的要求。
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引用次数: 0
Self-management intervention improves patient adherence to swallowing exercises during radiation for head and neck cancer. 自我管理干预提高了头颈部癌症患者在接受放射治疗期间对吞咽练习的依从性。
IF 2.9 3区 医学 Q1 Medicine Pub Date : 2024-06-14 DOI: 10.1002/hed.27832
Eileen H Shinn, Adam S Garden, Minxing Chen, Karen Basen-Engquist, Bryan Fellman, Kate Hutcheson, William H Morrison, Susan Peterson, Liang Li

Background: While preventive swallowing exercises reduce the risk of radiation-associated dysphagia in patients with head and neck cancer, strategies are needed to improve patient adherence.

Methods: Before radiation, all participants were taught preventive swallowing exercises and randomized to either an adherence intervention or enhanced usual care. During radiation, all participants met twice with a speech pathologist for swallowing assessment and reinforcement of exercises. Intervention participants met weekly with a counselor in-person or by phone. At 6-week post-radiation follow-up, all participants completed a follow-up assessment of self-reported adherence, which was then corroborated with medical record documentation.

Results: Newly diagnosed pharyngeal and laryngeal cancer patients without distant metastases were randomized (n = 265; 135 to intervention, and 130 to usual care). Intervention participants were more likely to adhere to exercises during radiation compared to the control group (p < 0.0001).

Conclusion: The weekly in-person adherence intervention program significantly increased patient's adherence to preventive swallowing exercises during radiation.

背景:虽然预防性吞咽练习可降低头颈部癌症患者因辐射导致吞咽困难的风险,但仍需采取策略提高患者的依从性:方法:在放射治疗前,所有参与者都接受了预防性吞咽练习,并被随机分配到坚持干预或强化常规护理中。在放射治疗期间,所有参与者与言语病理学家会面两次,进行吞咽评估并加强练习。干预参与者每周与咨询师进行一次面对面或电话沟通。在放射治疗后6周的随访中,所有参与者都完成了对自我报告的依从性的随访评估,然后与医疗记录文件进行核对:无远处转移的新诊断咽癌和喉癌患者被随机分配(n = 265;135 人接受干预,130 人接受常规治疗)。与对照组相比,干预组患者更有可能在放射治疗期间坚持锻炼(P 结论:干预组患者更有可能在放射治疗期间坚持锻炼,而对照组患者更有可能在放射治疗期间坚持锻炼:每周一次的面对面坚持干预计划大大提高了患者在放疗期间坚持预防性吞咽练习的积极性。
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引用次数: 0
A double-blind randomized clinical trial of inflammatory cytokine and pepsin levels in the saliva of patients with voice prostheses 一项关于假声患者唾液中炎症细胞因子和胃蛋白酶水平的双盲随机临床试验。
IF 2.3 3区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2024-06-12 DOI: 10.1002/hed.27847
Michał Żurek MD, Małgorzata Czesak MD, PhD, Monika E. Czerwińska PhD, Daria Berezovska, Kazimierz Niemczyk MD, PhD, Anna Rzepakowska MD, PhD

Background

Tracheoesophageal speech is one of the most effective method used for voice rehabilitation after laryngectomy. The main limitation is the need for periodic voice prothesis (VP) replacements. The process of developing VP usage complications is still unexplored. The aim of this study was to assess the level of cytokines (IL-1β, IL-6, IL-8, IL-10, TNFα) and pepsin in saliva as potential factors reducing VP longevity.

Methods

Prospective double-blind randomized clinical trial was conducted (NCT04268459). Patients were randomly divided into two groups depending on VP replacement regimen (regular—every 3 months, or irregular—when complications occur). Levels of IL-1β, IL-6, IL-8, IL-10, TNFα, and pepsin in saliva samples (fasting and after eating) of laryngectomized patients were measured using ELISA tests.

Results

Fifty-two patients (26 in both groups) with control group (7 patients) participated in the study. The level of IL-1β, IL-6, IL-8, IL-10, TNFα, and pepsin did not differ according to regularity of VP replacements (p = 0.301–0.801). IL-6 levels were significantly higher when VP complications occurs (p = 0.012).

Conclusions

The saliva components were not significantly different depending on the frequency of VP replacements. IL-6 plays an important role in the development of VP use complications.

背景:气管食道语音是喉切除术后嗓音康复最有效的方法之一。其主要局限是需要定期更换嗓音假体(VP)。VP 使用并发症的形成过程仍未得到研究。本研究的目的是评估唾液中细胞因子(IL-1β、IL-6、IL-8、IL-10、TNFα)和胃蛋白酶的水平,它们是降低 VP 寿命的潜在因素:前瞻性双盲随机临床试验(NCT04268459)。根据 VP 更换方案(定期--每 3 个月更换一次,或不定期--出现并发症时更换),患者被随机分为两组。使用酶联免疫吸附试验测定喉切除患者唾液样本(空腹和进食后)中的IL-1β、IL-6、IL-8、IL-10、TNFα和胃蛋白酶水平:52名患者(两组均为26名)和对照组(7名)参加了研究。IL-1β、IL-6、IL-8、IL-10、TNFα和胃蛋白酶的水平与VP更换的规律性无关(p = 0.301-0.801)。当出现 VP 并发症时,IL-6 水平明显升高(p = 0.012):结论:唾液成分在VP置换频率上没有明显差异。IL-6在VP使用并发症的发生中起着重要作用。
{"title":"A double-blind randomized clinical trial of inflammatory cytokine and pepsin levels in the saliva of patients with voice prostheses","authors":"Michał Żurek MD,&nbsp;Małgorzata Czesak MD, PhD,&nbsp;Monika E. Czerwińska PhD,&nbsp;Daria Berezovska,&nbsp;Kazimierz Niemczyk MD, PhD,&nbsp;Anna Rzepakowska MD, PhD","doi":"10.1002/hed.27847","DOIUrl":"10.1002/hed.27847","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>Tracheoesophageal speech is one of the most effective method used for voice rehabilitation after laryngectomy. The main limitation is the need for periodic voice prothesis (VP) replacements. The process of developing VP usage complications is still unexplored. The aim of this study was to assess the level of cytokines (IL-1β, IL-6, IL-8, IL-10, TNFα) and pepsin in saliva as potential factors reducing VP longevity.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>Prospective double-blind randomized clinical trial was conducted (NCT04268459). Patients were randomly divided into two groups depending on VP replacement regimen (regular—every 3 months, or irregular—when complications occur). Levels of IL-1β, IL-6, IL-8, IL-10, TNFα, and pepsin in saliva samples (fasting and after eating) of laryngectomized patients were measured using ELISA tests.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Fifty-two patients (26 in both groups) with control group (7 patients) participated in the study. The level of IL-1β, IL-6, IL-8, IL-10, TNFα, and pepsin did not differ according to regularity of VP replacements (<i>p</i> = 0.301–0.801). IL-6 levels were significantly higher when VP complications occurs (<i>p</i> = 0.012).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>The saliva components were not significantly different depending on the frequency of VP replacements. IL-6 plays an important role in the development of VP use complications.</p>\u0000 </section>\u0000 </div>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141307472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Squamous cell carcinoma of ear and temporal bone: A retrospective study on clinicopathological predictors. 耳和颞骨鳞状细胞癌:临床病理学预测因素的回顾性研究。
IF 2.9 3区 医学 Q1 Medicine Pub Date : 2024-06-12 DOI: 10.1002/hed.27818
Wei Li, Bronwyn Tucker, Zhan-Dong Hu, Yu-Jie Zhang, Xue-Xi Guo, Wen-Juan Cai, Ming-Fang Zhang, Ya-Ting Han

Background: Ear and temporal bone squamous cell carcinoma (ETBSCC) is a rare and aggressive malignant tumor with minimal clinicopathological studies. The object of this study was to retrospectively evaluate the predictive effect of clinicopathological variables on the 5-year overall survival (OS) rate of ETBSCC patients in a single tertiary medical center in Tianjin, China.

Methods: A cohort of 44 patients with diagnosed ETBSCC from December 2012 to August 2022 were retrospectively studied. Univariate and multivariate analysis were, respectively, performed for the assessment of clinicopathological predictors, including sex, age, history of chronic suppurative otitis media (CSOM), lesion side, diameter, the choice of surgical approach, parotidectomy, neck dissection, adjuvant therapies, T stage, lymph node metastasis, tumor grade, margin, perineural invasion (PNI), and Ki-67 index.

Results: Seventeen females and 27 males were included, with the mean age of 65 years old, ranging from 36 to 89 years. The 5-year OS rate was 43% (mean 51 months, 95% confidence interval [CI] = 39-64). Significant prediction of a worse prognosis for 5-year OS rate was observed under univariate analysis for advanced T stage, positive margin, identified PNI, and higher Ki-67 index, respectively. Advanced T stage was confirmed to be an independent prognostic factor strongly affecting 5-year OS rate among this cohort of patients using a multivariate cox proportional hazard model.

Conclusion: We found that clinicopathological parameters, especially postoperative pathological parameters, play a critical role in predicting the prognosis of ETBSCC patients.

背景:耳颞骨鳞状细胞癌(ETBSCC)是一种罕见的侵袭性恶性肿瘤,临床病理学研究极少。本研究旨在回顾性评估中国天津一家三级医疗中心的临床病理变量对ETBSCC患者5年总生存率(OS)的预测作用:回顾性研究了2012年12月至2022年8月期间确诊的44例ETBSCC患者。分别进行单变量和多变量分析,评估临床病理预测因素,包括性别、年龄、慢性化脓性中耳炎(CSOM)病史、病变侧、直径、手术方式选择、腮腺切除术、颈部切除术、辅助治疗、T期、淋巴结转移、肿瘤分级、边缘、神经周围侵犯(PNI)和Ki-67指数:17名女性和27名男性患者的平均年龄为65岁,从36岁到89岁不等。5年生存率为43%(平均51个月,95%置信区间[CI] = 39-64)。在单变量分析中,晚期T分期、阳性边缘、确定的PNI和较高的Ki-67指数分别对5年OS率的较差预后有显著预测作用。使用多变量考克斯比例危险模型证实,T期晚期是强烈影响该组患者5年生存率的独立预后因素:我们发现,临床病理参数,尤其是术后病理参数,在预测 ETBSCC 患者的预后方面起着至关重要的作用。
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引用次数: 0
Timing of postoperative radiation therapy for major salivary gland cancers. 主要唾液腺癌症术后放疗的时机。
IF 2.9 3区 医学 Q1 Medicine Pub Date : 2024-06-12 DOI: 10.1002/hed.27845
Flora Yan, Jeffrey C Liu, Rebecca Shulman, Thomas J Galloway, John A Ridge, Christopher M K L Yao

Background: The impact of timing of PORT initiation for major salivary gland cancers on survival is unknown. We aim to examine the impact of PORT timeliness on overall survival (OS) of patients with major salivary gland cancers.

Methods: This was a cross-sectional analysis using data from the National Cancer Database (2004-2017) and included patients with major salivary gland cancer treated with surgery and PORT.

Results: In total, 5701 patients were included (3133 [55%] male, 4644 [82%] white, mean age 59 ± 16 years). For the overall cohort, PORT >6 weeks was not associated with decreased OS (1.00 aHR, 95% CI 0.89-1.11). When specifically examining patients with mucoepidermoid carcinoma, PORT >6 weeks was associated with a decreased OS (1.27 aHR, 95% CI 1.01-1.58).

Conclusions: Overall, this analysis did not demonstrate a survival benefit for initiating PORT within 6 weeks for patients with salivary gland malignancies. Subset analysis did support initiating PORT within 6 weeks after resection for patients with mucoepidermoid carcinomas. This was not demonstrated in other major salivary gland cancer histologies.

背景:主要唾液腺癌症的PORT启动时间对生存的影响尚不清楚。我们旨在研究PORT的及时性对主要唾液腺癌症患者总生存期(OS)的影响:这是一项横断面分析,使用的数据来自国家癌症数据库(2004-2017年),纳入了接受手术和PORT治疗的主要涎腺癌患者:共纳入 5701 名患者(3133 名[55%]男性,4644 名[82%]白人,平均年龄为 59 ± 16 岁)。在整个队列中,PORT >6周与OS下降无关(1.00 aHR,95% CI 0.89-1.11)。在具体研究粘液表皮样癌患者时,PORT >6周与OS下降有关(1.27 aHR,95% CI 1.01-1.58):总体而言,该分析并未证明在6周内开始PORT对唾液腺恶性肿瘤患者的生存有益。子集分析确实支持粘液表皮样癌患者在切除术后6周内开始PORT治疗。但在其他主要涎腺癌组织学中并未得到证实。
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引用次数: 0
Detection of oral cancer and oral potentially malignant disorders using artificial intelligence-based image analysis 利用基于人工智能的图像分析检测口腔癌和口腔潜在恶性疾病。
IF 2.3 3区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2024-06-11 DOI: 10.1002/hed.27843
Atsumu Kouketsu DDS, PhD, Chiaki Doi PhD, Hiroaki Tanaka BS, Takashi Araki BS, Rina Nakayama BS, Tsuguyoshi Toyooka PhD, Satoshi Hiyama PhD, Masahiro Iikubo DDS, PhD, Ken Osaka MD, PhD, Keiichi Sasaki DDS, PhD, Hirokazu Nagai DDS, PhD, Tsuyoshi Sugiura DDS, PhD, Kensuke Yamauchi DDS, PhD, Kanako Kuroda DDS, PhD, Yuta Yanagisawa DDS, PhD, Hitoshi Miyashita DDS, PhD, Tomonari Kajita DDS, PhD, Ryosuke Iwama DDS, PhD, Tsuyoshi Kurobane DDS, PhD, Tetsu Takahashi DDS, PhD

Background

We aimed to construct an artificial intelligence-based model for detecting oral cancer and dysplastic leukoplakia using oral cavity images captured with a single-lens reflex camera.

Subjects and methods

We used 1043 images of lesions from 424 patients with oral squamous cell carcinoma (OSCC), leukoplakia, and other oral mucosal diseases. An object detection model was constructed using a Single Shot Multibox Detector to detect oral diseases and their locations using images. The model was trained using 523 images of oral cancer, and its performance was evaluated using images of oral cancer (n = 66), leukoplakia (n = 49), and other oral diseases (n = 405).

Results

For the detection of only OSCC versus OSCC and leukoplakia, the model demonstrated a sensitivity of 93.9% versus 83.7%, a negative predictive value of 98.8% versus 94.5%, and a specificity of 81.2% versus 81.2%.

Conclusions

Our proposed model is a potential diagnostic tool for oral diseases.

背景:我们的目的是利用单镜头反光相机拍摄的口腔图像构建一个基于人工智能的模型,用于检测口腔癌和发育不良的白斑病:我们使用了来自424名口腔鳞状细胞癌(OSCC)、白斑病和其他口腔黏膜疾病患者的1043张病变图像。我们使用单镜头多箱检测器构建了一个物体检测模型,以利用图像检测口腔疾病及其位置。使用 523 张口腔癌图像对模型进行了训练,并使用口腔癌(n = 66)、白斑(n = 49)和其他口腔疾病(n = 405)的图像对模型的性能进行了评估:结果:对于仅检测 OSCC 与 OSCC 和白斑病,该模型的灵敏度为 93.9% 对 83.7%,阴性预测值为 98.8% 对 94.5%,特异性为 81.2% 对 81.2%:我们提出的模型是一种潜在的口腔疾病诊断工具。
{"title":"Detection of oral cancer and oral potentially malignant disorders using artificial intelligence-based image analysis","authors":"Atsumu Kouketsu DDS, PhD,&nbsp;Chiaki Doi PhD,&nbsp;Hiroaki Tanaka BS,&nbsp;Takashi Araki BS,&nbsp;Rina Nakayama BS,&nbsp;Tsuguyoshi Toyooka PhD,&nbsp;Satoshi Hiyama PhD,&nbsp;Masahiro Iikubo DDS, PhD,&nbsp;Ken Osaka MD, PhD,&nbsp;Keiichi Sasaki DDS, PhD,&nbsp;Hirokazu Nagai DDS, PhD,&nbsp;Tsuyoshi Sugiura DDS, PhD,&nbsp;Kensuke Yamauchi DDS, PhD,&nbsp;Kanako Kuroda DDS, PhD,&nbsp;Yuta Yanagisawa DDS, PhD,&nbsp;Hitoshi Miyashita DDS, PhD,&nbsp;Tomonari Kajita DDS, PhD,&nbsp;Ryosuke Iwama DDS, PhD,&nbsp;Tsuyoshi Kurobane DDS, PhD,&nbsp;Tetsu Takahashi DDS, PhD","doi":"10.1002/hed.27843","DOIUrl":"10.1002/hed.27843","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>We aimed to construct an artificial intelligence-based model for detecting oral cancer and dysplastic leukoplakia using oral cavity images captured with a single-lens reflex camera.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Subjects and methods</h3>\u0000 \u0000 <p>We used 1043 images of lesions from 424 patients with oral squamous cell carcinoma (OSCC), leukoplakia, and other oral mucosal diseases. An object detection model was constructed using a Single Shot Multibox Detector to detect oral diseases and their locations using images. The model was trained using 523 images of oral cancer, and its performance was evaluated using images of oral cancer (<i>n</i> = 66), leukoplakia (<i>n</i> = 49), and other oral diseases (<i>n</i> = 405).</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>For the detection of only OSCC versus OSCC and leukoplakia, the model demonstrated a sensitivity of 93.9% versus 83.7%, a negative predictive value of 98.8% versus 94.5%, and a specificity of 81.2% versus 81.2%.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusions</h3>\u0000 \u0000 <p>Our proposed model is a potential diagnostic tool for oral diseases.</p>\u0000 </section>\u0000 </div>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/hed.27843","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141302137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Prognostic utility of the geriatric nutritional risk index for head and neck cancer: Systematic review and meta-analysis 头颈癌老年营养风险指数的预后效用:系统回顾和荟萃分析。
IF 2.3 3区 医学 Q1 OTORHINOLARYNGOLOGY Pub Date : 2024-06-09 DOI: 10.1002/hed.27842
Yao-Te Tsai MD, Liang-Tseng Kuo MD, Yun-Ting Wang MD, Andrea De Vito PhD, Sheng-Po Hao MD, Ku-Hao Fang MD, Yi-Chan Lee MD, Kuan-Yin Chen DDS, Chia-Hsuan Lai MD, Yuan-Hsiung Tsai PhD, Ethan I. Huang PhD, Ming-Shao Tsai MD, Cheng-Ming Hsu PhD, Geng-He Chang PhD, Chih-Wei Luan MD

We conducted a systematic review of the literature to assess the potential prognostic utility of geriatric nutritional risk index (GNRI) for head and neck cancer (HNC). We selected studies and extracted data after searching the Cochrane Library, EMBASE, and PubMed databases. The associations between GNRI and survival outcomes were explored by calculating hazard ratios (HRs) and 95% confidence intervals (CIs) through a random-effects meta-analysis. We included 11 studies that involved 2887 patients with HNC. The combined HR demonstrated significant associations of low GNRI with unfavorable progression-free survival (HR = 1.87, 95% CI = 1.32–2.65, p < 0.001) and overall survival (HR = 3.04, 95% CI = 2.30–4.03, p < 0.001). The association between the GNRI and overall survival persisted across various subgroups. The GNRI could serve as a valuable prognostic biomarker for patients with HNC. Low GNRI scores are significantly associated with unfavorable survival outcomes.

我们对文献进行了系统性回顾,以评估老年营养风险指数(GNRI)对头颈癌(HNC)的潜在预后作用。我们检索了 Cochrane 图书馆、EMBASE 和 PubMed 数据库,筛选出研究并提取数据。通过随机效应荟萃分析计算危险比(HRs)和 95% 置信区间(CIs),探讨 GNRI 与生存结果之间的关系。我们共纳入了 11 项研究,涉及 2887 名 HNC 患者。综合 HR 显示,低 GNRI 与不利的无进展生存期有显著相关性(HR = 1.87,95% CI = 1.32-2.65,p
{"title":"Prognostic utility of the geriatric nutritional risk index for head and neck cancer: Systematic review and meta-analysis","authors":"Yao-Te Tsai MD,&nbsp;Liang-Tseng Kuo MD,&nbsp;Yun-Ting Wang MD,&nbsp;Andrea De Vito PhD,&nbsp;Sheng-Po Hao MD,&nbsp;Ku-Hao Fang MD,&nbsp;Yi-Chan Lee MD,&nbsp;Kuan-Yin Chen DDS,&nbsp;Chia-Hsuan Lai MD,&nbsp;Yuan-Hsiung Tsai PhD,&nbsp;Ethan I. Huang PhD,&nbsp;Ming-Shao Tsai MD,&nbsp;Cheng-Ming Hsu PhD,&nbsp;Geng-He Chang PhD,&nbsp;Chih-Wei Luan MD","doi":"10.1002/hed.27842","DOIUrl":"10.1002/hed.27842","url":null,"abstract":"<p>We conducted a systematic review of the literature to assess the potential prognostic utility of geriatric nutritional risk index (GNRI) for head and neck cancer (HNC). We selected studies and extracted data after searching the Cochrane Library, EMBASE, and PubMed databases. The associations between GNRI and survival outcomes were explored by calculating hazard ratios (HRs) and 95% confidence intervals (CIs) through a random-effects meta-analysis. We included 11 studies that involved 2887 patients with HNC. The combined HR demonstrated significant associations of low GNRI with unfavorable progression-free survival (HR = 1.87, 95% CI = 1.32–2.65, <i>p</i> &lt; 0.001) and overall survival (HR = 3.04, 95% CI = 2.30–4.03, <i>p</i> &lt; 0.001). The association between the GNRI and overall survival persisted across various subgroups. The GNRI could serve as a valuable prognostic biomarker for patients with HNC. Low GNRI scores are significantly associated with unfavorable survival outcomes.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141297372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Parotidectomy for deep lobe pleomorphic adenomas is associated with higher rates of complications and recurrence. 腮腺切除术治疗深叶多形性腺瘤的并发症和复发率较高。
IF 2.9 3区 医学 Q1 Medicine Pub Date : 2024-06-08 DOI: 10.1002/hed.27840
Helena Levyn, Tejas Subramanian, Alana Eagan, Nora Katabi, Johanna Goldberg, Daniel W Scholfield, Giovanna L Caxeiro, Richard J Wong, Marc A Cohen, Jatin P Shah, Snehal G Patel, Ian Ganly

Background: Pleomorphic adenoma (PA) is a common parotid tumor, yet due to the relative rarity of deep lobe PA (DLPA), there is a paucity of information about its clinical presentation and surgical outcomes.

Methods: We reviewed the charts of patients with previously untreated parotid PA between the years 1990 and 2015. Clinical parameters and surgical outcomes were compared between superficial lobe PA (SLPA) and DLPA.

Results: The cohort comprised 147 cases of DLPA and 222 cases of SLPA. DLPA were larger (median 2.6 cm vs. 2.0 cm, p < 0.001), more often discovered incidentally on imaging (33%, n = 48) and had unique presentations (pharyngeal mass, dysphagia, otalgia). Postsurgical complications were more frequently observed in DLPA (41% vs. 30% in SLPA, p = 0.025), mainly transient facial nerve weakness. DLPA also showed higher recurrence rates (n = 6, 4.1% vs. n = 1, 0.4%, p = 0.016).

Conclusions: Parotidectomy for DLPA carries a higher risk of complications and recurrence compared to SLPA.

背景:多形性腺瘤(PA)是一种常见的腮腺肿瘤,但由于深叶PA(DLPA)相对罕见,有关其临床表现和手术效果的信息很少:我们回顾了1990年至2015年间既往未经治疗的腮腺PA患者的病历。方法:我们回顾了 1990 年至 2015 年间既往未经治疗的腮腺 PA 患者的病历,比较了浅叶 PA(SLPA)和 DLPA 的临床参数和手术效果:结果:研究组包括147例DLPA和222例SLPA。DLPA更大(中位数为2.6厘米,而SLPA为2.0厘米,P 结论:DLPA更大,而SLPA更小:腮腺切除术治疗 DLPA 的并发症和复发风险高于 SLPA。
{"title":"Parotidectomy for deep lobe pleomorphic adenomas is associated with higher rates of complications and recurrence.","authors":"Helena Levyn, Tejas Subramanian, Alana Eagan, Nora Katabi, Johanna Goldberg, Daniel W Scholfield, Giovanna L Caxeiro, Richard J Wong, Marc A Cohen, Jatin P Shah, Snehal G Patel, Ian Ganly","doi":"10.1002/hed.27840","DOIUrl":"https://doi.org/10.1002/hed.27840","url":null,"abstract":"<p><strong>Background: </strong>Pleomorphic adenoma (PA) is a common parotid tumor, yet due to the relative rarity of deep lobe PA (DLPA), there is a paucity of information about its clinical presentation and surgical outcomes.</p><p><strong>Methods: </strong>We reviewed the charts of patients with previously untreated parotid PA between the years 1990 and 2015. Clinical parameters and surgical outcomes were compared between superficial lobe PA (SLPA) and DLPA.</p><p><strong>Results: </strong>The cohort comprised 147 cases of DLPA and 222 cases of SLPA. DLPA were larger (median 2.6 cm vs. 2.0 cm, p < 0.001), more often discovered incidentally on imaging (33%, n = 48) and had unique presentations (pharyngeal mass, dysphagia, otalgia). Postsurgical complications were more frequently observed in DLPA (41% vs. 30% in SLPA, p = 0.025), mainly transient facial nerve weakness. DLPA also showed higher recurrence rates (n = 6, 4.1% vs. n = 1, 0.4%, p = 0.016).</p><p><strong>Conclusions: </strong>Parotidectomy for DLPA carries a higher risk of complications and recurrence compared to SLPA.</p>","PeriodicalId":55072,"journal":{"name":"Head and Neck-Journal for the Sciences and Specialties of the Head and Neck","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141288971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Head and Neck-Journal for the Sciences and Specialties of the Head and Neck
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