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Correction to: Funding of research & innovation in the field of medical technologies and biomedical engineering over the different European framework programmes 更正:研究经费&在不同的欧洲框架方案的医疗技术和生物医学工程领域的创新
4区 医学 Q1 Engineering Pub Date : 2023-10-17 DOI: 10.1007/s13534-023-00331-6
B. W. Rainer
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引用次数: 0
CIsense: an automated framework for early screening of cerebral infarction using PPG sensor data CIsense:一个使用PPG传感器数据进行脑梗死早期筛查的自动化框架
4区 医学 Q1 Engineering Pub Date : 2023-10-16 DOI: 10.1007/s13534-023-00327-2
Shresth Gupta, Anurag Singh, Abhishek Sharma
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引用次数: 0
Joint spatio-temporal features constrained self-supervised electrocardiogram representation learning 联合时空特征约束下的自监督心电图表征学习
4区 医学 Q1 Engineering Pub Date : 2023-10-15 DOI: 10.1007/s13534-023-00329-0
Ao Ran, Huafeng Liu
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引用次数: 0
Robotic-assisted foot and ankle surgery: a review of the present status and the future. 机器人辅助足部和踝关节手术:现状和未来综述。
IF 3.2 4区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2023-10-11 eCollection Date: 2023-11-01 DOI: 10.1007/s13534-023-00328-1
Yeo Kwon Yoon, Kwang Hwan Park, Dong Woo Shim, Seung Hwan Han, Jin Woo Lee, Min Jung

The surgical application of robotics has increased significantly since its first application in 1985 for a brain biopsy acquisition. Robotic-assisted surgery has been one of the viable options in various surgical areas, and also in orthopaedic surgery. Robotic-assisted orthopaedic surgery has gained popularity as a mean of improving accuracy, reducing complications and achieving better patient satisfaction. Numerous clinical research studies have demonstrated advantages of robotic-assisted orthopaedic surgery, however, most of that researches were about the total knee arthroplasty, total hip arthroplasty and spine surgery. The application of robotic technology in foot and ankle surgery is in a very nascent stage. Furthermore, there has been little research on intraoperative use of robotics in foot and ankle surgery in literature. A review of previous preclinical studies in foot and ankle robotics and clinical research studies in various fields of robot-assisted orthopaedic surgery shows that its potential application and benefits over conventional techniques, such as total ankle arthroplasty, minimally invasive surgery for foot and ankle trauma or other corrective procedure, and intraoperative biomechanical testing. More studies on practical application of robotic technology to surgical procedure in the field of foot and ankle surgery are needed to confirm its clinical usefulness and cost effectiveness.

自1985年首次应用于脑活检采集以来,机器人技术的外科应用显著增加。机器人辅助手术一直是各种外科领域以及整形外科的可行选择之一。机器人辅助整形外科手术作为一种提高准确性、减少并发症和提高患者满意度的手段而广受欢迎。许多临床研究已经证明了机器人辅助骨科手术的优势,但大多数研究都是关于全膝关节置换术、全髋关节置换术和脊柱手术。机器人技术在足部和脚踝手术中的应用还处于非常初级的阶段。此外,文献中很少有关于机器人在足部和脚踝手术中的术中应用的研究。回顾以往足部和踝关节机器人的临床前研究以及机器人辅助整形外科各个领域的临床研究表明,与传统技术相比,它的潜在应用和益处,如全踝关节置换术、足部和踝创伤微创手术或其他矫正手术,以及术中生物力学测试。需要对机器人技术在足踝外科手术中的实际应用进行更多的研究,以确认其临床实用性和成本效益。
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引用次数: 0
The landscape of surgical robotics in orthopedics surgery. 骨科手术机器人的前景。
IF 3.2 4区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2023-10-11 eCollection Date: 2023-11-01 DOI: 10.1007/s13534-023-00321-8
Hong Yeol Yang, Jong Keun Seon

Orthopedic surgery is one of the first surgical specialties to apply surgical robotics in clinical practice, which has become an interesting field over the years with promising results. Surgical robotics can facilitate total joint arthroplasty by providing robotic support to accurately prepare the bone, improving the ability to reproduce alignment, and restoring normal kinematics. Various robotic systems are available on the market, each tailored to specific types of surgeries and characterized by a series of features with different requirements and/or modus operandi. Here, a narrative review of the current state of surgical robotic systems for total joint knee arthroplasty is presented, covering the different categories of robots, which are classified based on the operation, requirements, and level of interaction with the surgeon. The different robotic systems include closed/open platform, image-based/imageless, and passive/active/semi-active systems. The main goal of a robotic system is to increase the accuracy and precision of the operation regardless of the type of system. Despite the short history of surgical robots, they have shown clinical effectiveness compared to conventional techniques in orthopedic surgery. When considering which robotic system to use, surgeons should carefully evaluate the different benefits and drawbacks to select the surgical robot that fits their needs the best.

骨科手术是最早将手术机器人应用于临床实践的外科专业之一,多年来,这已成为一个有趣的领域,并取得了可喜的成果。手术机器人可以通过提供机器人支持来精确准备骨骼,提高复制对齐的能力,并恢复正常运动学,从而促进全关节置换术。市场上有各种机器人系统,每种系统都适合特定类型的手术,并具有一系列具有不同要求和/或操作方式的功能。在此,对全膝关节置换术的手术机器人系统的现状进行了叙述性综述,涵盖了不同类别的机器人,这些机器人是根据手术、要求和与外科医生的互动水平进行分类的。不同的机器人系统包括封闭/开放平台、基于图像/无图像以及被动/主动/半主动系统。无论系统类型如何,机器人系统的主要目标都是提高操作的准确性和精度。尽管手术机器人的历史很短,但与骨科手术中的传统技术相比,它们已经显示出临床有效性。在考虑使用哪种机器人系统时,外科医生应该仔细评估不同的优点和缺点,以选择最适合他们需求的手术机器人。
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引用次数: 0
MS-CFNet: a multi-scale clinical studying-based and feature extraction-guided network for breast fibroadenoma segmentation in ultrasonography MS-CFNet:基于多尺度临床研究和特征提取引导的超声乳腺纤维腺瘤分割网络
4区 医学 Q1 Engineering Pub Date : 2023-10-10 DOI: 10.1007/s13534-023-00330-7
Yongxin Guo, Yufeng Zhou
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引用次数: 0
Prediction of complications in diabetes mellitus using machine learning models with transplanted topic model features 利用移植主题模型特征的机器学习模型预测糖尿病并发症
4区 医学 Q1 Engineering Pub Date : 2023-10-06 DOI: 10.1007/s13534-023-00322-7
Benedict Choonghyun Han, Jimin Kim, Jinwook Choi
Abstract Purpose : This study aims to predict the progression of Diabetes Mellitus (DM) from the clinical notes through machine learning based on latent Dirichlet allocation (LDA) topic modeling. Particularly, 174,427 clinical notes of DM patients were collected from the electronic medical record (EMR) system of the Seoul National University Hospital outpatient clinic. Method : We developed a model to predict the development of DM complications. Topics developed by the topic model were exploited as the key feature of our machine-learning model. The proposed model generalized a correlation between topic structures and complications. Results : The model provided acceptable predictive performance for all four types of complications (diabetic retinopathy, diabetic nephropathy, nonalcoholic fatty liver disease, and cerebrovascular accident). Upon employing extreme gradient boosting (XGBoost), we obtained the F1 scores of the predictions for each complication type as 0.844, 0.921, 0.831, and 0.762. Conclusion : This study shows that a machine learning project based on topic modeling can effectively predict the progress of a disease. Furthermore, a unique way of topic model transplanting, which matches the dimension of the topic structures of the two data sets, is presented.
摘要目的:本研究旨在通过基于潜在狄利克雷分配(latent Dirichlet allocation, LDA)主题建模的机器学习,从临床记录中预测糖尿病(DM)的进展。特别是,从首尔大学医院门诊电子病历(EMR)系统中收集了174427份糖尿病患者的临床记录。方法:建立糖尿病并发症预测模型。由主题模型开发的主题被用作我们的机器学习模型的关键特征。提出的模型概括了主题结构与复杂性之间的关系。结果:该模型对所有四种类型的并发症(糖尿病视网膜病变、糖尿病肾病、非酒精性脂肪性肝病和脑血管意外)提供了可接受的预测性能。采用极限梯度增强(XGBoost)后,各并发症类型的预测F1得分分别为0.844、0.921、0.831和0.762。结论:本研究表明,基于主题建模的机器学习项目可以有效地预测疾病的进展。在此基础上,提出了一种独特的主题模型移植方法,使两个数据集的主题结构维度相匹配。
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引用次数: 0
Automated blood glucose regulation for nonlinear model of type-1 diabetic patient under uncertainties: GWOCS type-2 fuzzy approach 不确定条件下1型糖尿病非线性模型的自动血糖调节:GWOCS 2型模糊方法
4区 医学 Q1 Engineering Pub Date : 2023-10-01 DOI: 10.1007/s13534-023-00318-3
Mohanad Elhoushy, Belal A. Zalam, Amged Sayed, Essam Nabil
Abstract Regulating blood glucose level (BGL) for type-1 diabetic patient (T1DP) accurately is very important issue, an uncontrolled BGL outside the standard safe range between 70 and 180 mg/dl results in dire consequences for health and can significantly increase the chance of death. So the purpose of this study is to design an optimized controller that infuses appropriate amounts of exogenous insulin into the blood stream of T1DP proportional to the amount of obtained glucose from food. The nonlinear extended Bergman minimal model is used to present glucose-insulin physiological system, an interval type-2 fuzzy logic controller (IT2FLC) is utilized to infuse the proper amount of exogenous insulin. Superiority of IT2FLC in minimizing the effect of uncertainties in the system depends primarily on the best choice of footprint of uncertainty (FOU) of IT2FLC. So a comparison includes four different optimization methods for tuning FOU including hybrid grey wolf optimizer-cuckoo search (GWOCS) and fuzzy logic controller (FLC) method is constructed to select the best controller approach. The effectiveness of the proposed controller was evaluated under six different scenarios of T1DP using Matlab/Simulink platform. A 24-h scenario close to real for 100 virtual T1DPs subjected to parametric uncertainty, uncertain meal disturbance and random initial condition showed that IT2FLC accurately regulate BGL for all T1DPs within the standard safe range. The results indicated that IT2FLC using GWOCS can prevent side effect of treatment with blood-sugar-lowering medication. Also stability analysis for the system indicated that the system operates within the stability region of nonlinear system.
准确调节1型糖尿病患者的血糖水平(BGL)是一个非常重要的问题,血糖控制在70 ~ 180 mg/dl的标准安全范围之外会对健康造成严重后果,并会显著增加死亡的机会。因此,本研究的目的是设计一个优化的控制器,将适量的外源性胰岛素注入T1DP的血流中,与从食物中获得的葡萄糖量成比例。采用非线性扩展Bergman最小模型来描述葡萄糖-胰岛素生理系统,采用区间2型模糊控制器(IT2FLC)注入适量外源性胰岛素。IT2FLC在最小化系统不确定性影响方面的优势主要取决于IT2FLC的不确定性足迹(FOU)的最佳选择。为此,对四种不同的优化方法进行了比较,包括灰狼优化-布谷鸟搜索(GWOCS)和模糊逻辑控制器(FLC)混合优化方法,以选择最优的控制器方法。利用Matlab/Simulink平台对该控制器在6种不同的T1DP场景下的有效性进行了评估。在参数不确定性、不确定膳食扰动和随机初始条件下,对100名虚拟T1DPs进行了24小时接近真实的模拟,结果表明,IT2FLC在标准安全范围内准确调节了所有T1DPs的BGL。结果表明,使用GWOCS治疗IT2FLC可预防降糖药物治疗的副作用。对系统的稳定性分析表明,系统运行在非线性系统的稳定区域内。
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引用次数: 0
Robotic-assisted unicompartmental knee arthroplasty: historical perspectives and current innovations. 机器人辅助单室膝关节置换术:历史观点和当前创新。
IF 3.2 4区 医学 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2023-09-28 eCollection Date: 2023-11-01 DOI: 10.1007/s13534-023-00323-6
Sung Eun Kim, Hyuk-Soo Han

Robotic assisted unicompartmental knee arthroplasty (RAUKA) has emerged as a successful approach for optimizing implant positioning accuracy, minimizing soft tissue injury, and improving patient-reported outcomes. The application of RAUKA is expected to increase because of its advantages over conventional unicompartmental knee arthroplasty. This review article provides an overview of RAUKA, encompassing the historical development of the procedure, the features of the robotic arm and navigation systems, and the characteristics of contemporary RAUKA. The article also includes a comparison between conventional unicompartmental arthroplasty and RAUKA, as well as a discussion of current challenges and future advancements in the field of RAUKA.

机器人辅助单室膝关节置换术(RAUKA)已成为优化植入物定位精度、最大限度地减少软组织损伤和改善患者报告结果的一种成功方法。RAUKA的应用有望增加,因为它比传统的单室膝关节置换术有优势。这篇综述文章概述了RAUKA,包括该程序的历史发展、机械臂和导航系统的特点以及当代RAUKA的特点。文章还包括传统单室关节成形术和RAUKA之间的比较,以及对RAUKA领域当前挑战和未来进展的讨论。
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引用次数: 0
Funding of research & innovation in the field of medical technologies and biomedical engineering over the different European framework programmes 研究经费;在不同的欧洲框架方案的医疗技术和生物医学工程领域的创新
4区 医学 Q1 Engineering Pub Date : 2023-09-27 DOI: 10.1007/s13534-023-00320-9
B. W. Rainer
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引用次数: 0
期刊
Biomedical Engineering Letters
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