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Parental Perceptions Toward Using Online Video Consultations With Pediatricians: Insights, Barriers, and Pathways to Equitable Adoption. 父母对与儿科医生使用在线视频咨询的看法:见解、障碍和公平收养的途径。
IF 2.2 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-09-19 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/8874943
Osnat Bashkin, Tamar Shalom, Eden-Kim Admon, Rinat Rosenblum, Yoram Blachar, Tal Oron-Gilad

Introduction: Online video consultation (VC) use in pediatric care has increased recently, particularly following the COVID-19 pandemic. However, understanding parental perspectives on VC use with pediatricians, especially across geographical regions, remains crucial for effective VC implementation and reducing healthcare disparities. Methods: This mixed methods study combined an online survey (n = 96) and two focus groups (n = 17) to examine parental perceptions of VC with pediatricians in Israel. Based on the Telehealth Usability Questionnaire, the survey assessed user experience, usefulness, and satisfaction. Focus groups explored themes related to children's experiences, remote diagnosis, patient-physician communication, and VC use during emergencies. Results: While 82% of parents believed that VC saved time and 67% felt it improved access to healthcare, only 50% thought it met their healthcare needs. Parents in peripheral regions rated the usefulness of VC higher than those in central areas, particularly during times of security concerns. However, central region parents reported better user experiences. Parents with prior VC experience showed higher satisfaction and future use intention than non-preusers. Focus groups revealed that children often felt more comfortable with VC due to the familiar home environment, although parents expressed concerns about remote diagnosis accuracy and physician communication quality. Discussion: Our findings highlight geographic disparities in VC adoption and emphasize the need for targeted interventions to improve technical support and infrastructure in peripheral regions. While VC shows promise for enhancing healthcare accessibility, particularly during emergencies, success requires addressing technical barriers, strengthening privacy measures, and establishing clear guidelines for remote pediatric care delivery.

在线视频会诊(VC)在儿科护理中的使用最近有所增加,特别是在COVID-19大流行之后。然而,了解家长对儿科医生使用VC的看法,特别是跨地理区域,对于有效实施VC和减少医疗保健差距仍然至关重要。方法:这项混合方法研究结合了一项在线调查(n = 96)和两个焦点小组(n = 17)来调查以色列儿科医生对VC的看法。基于远程医疗可用性问卷,该调查评估了用户体验、有用性和满意度。焦点小组探讨了与儿童经历、远程诊断、医患沟通和紧急情况下VC使用有关的主题。结果:虽然82%的家长认为VC节省了时间,67%的家长认为VC改善了获得医疗保健的机会,但只有50%的家长认为VC满足了他们的医疗保健需求。周边地区的家长比中心地区的家长对VC的有用性评价更高,尤其是在安全问题时期。然而,中部地区的家长报告了更好的用户体验。有VC使用经验的家长满意度及未来使用意向均高于无VC使用经验的家长。焦点小组显示,由于熟悉的家庭环境,儿童通常对VC感到更舒服,尽管家长对远程诊断的准确性和医生沟通质量表示担忧。讨论:我们的研究结果突出了风险投资采用的地域差异,并强调需要有针对性的干预措施来改善外围地区的技术支持和基础设施。虽然风险投资有望提高医疗服务的可及性,特别是在紧急情况下,但成功需要解决技术障碍,加强隐私措施,并为远程儿科护理提供制定明确的指导方针。
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引用次数: 0
Digital Pathology in South Africa: A Survey and Cross-Sectional Analysis of the Current Level of Use and Comparison With the International Community. 南非的数字病理学:对当前使用水平的调查和横断面分析,并与国际社会进行比较。
IF 2.2 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-28 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/7990652
Elsamaria Eloff, Renata Schoeman

Background: Telepathology and digital pathology are increasingly utilised for routine diagnostics globally, improving patient safety and diagnostic efficiency. No research exists on the adoption of digital pathology in South Africa. Understanding the current use can help understand implementation needs and ensure equitable access to this modern diagnostic tool. This can help realise the technology's benefits across the diverse communities in South Africa. Methods: This was a nonexperimental descriptive study. Primary quantitative data were collected via a questionnaire distributed to South African histopathologists in August 2023. The questionnaire focused on participants' demographic information and the use of digital pathology by histopathologists in South Africa. Descriptive data analysis was performed. Results: The study comprised 71 histopathologists, representing 23% of all registered histopathologists in the country. There was a near-equal distribution of female and male histopathologists. Most of the participating histopathologists worked in the private sector. Nearly all of the histopathologists surveyed indicated some exposure to digital pathology (99%). Most participants use digital pathology for external quality assurance and training. The use of digital pathology as a routine diagnostic tool was noted by 22% of participants, although only 3% reported daily use. Conclusion: The current use and adoption of digital pathology by South African histopathologists are comparable to the international community. By increasing the use of digital pathology for routine diagnostic use, we can enhance the accuracy of diagnoses and improve healthcare outcomes for patients and healthcare professionals.

背景:远程病理学和数字病理学在全球范围内越来越多地用于常规诊断,提高了患者的安全性和诊断效率。在南非没有关于数字病理学采用的研究。了解目前的使用情况有助于了解实施需求,并确保公平获得这一现代诊断工具。这可以帮助在南非的不同社区实现这项技术的好处。方法:这是一项非实验性描述性研究。主要定量数据是通过在2023年8月分发给南非组织病理学家的问卷收集的。调查问卷的重点是参与者的人口统计信息和南非组织病理学家对数字病理学的使用。进行描述性数据分析。结果:该研究包括71名组织病理学家,占全国所有注册组织病理学家的23%。女性和男性组织病理学家的分布几乎相等。大部分参与调查的组织病理学家在私营机构工作。几乎所有接受调查的组织病理学家(99%)都表示接触过数字病理学。大多数参与者使用数字病理学进行外部质量保证和培训。22%的参与者注意到使用数字病理学作为常规诊断工具,尽管只有3%的参与者报告每天使用。结论:目前南非组织病理学家对数字病理学的使用和采用与国际社会相当。通过在常规诊断中增加数字病理学的使用,我们可以提高诊断的准确性,并改善患者和医疗保健专业人员的医疗保健结果。
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引用次数: 0
Remote Robotic Technology in Minimally Invasive Spinal Surgery: A Comprehensive Literature Review. 微创脊柱手术中的远程机器人技术:综合文献综述。
IF 2.2 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-08-06 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/6131682
Aliasghar Karimi, Pegah Pedramfard, Habib Zakeri, Behnam Rahnama, Mohammad Radmehr, Saba Moalemi, Leala Montazeri

Telerobotic spinal surgery (TSS) has emerged as a transformative approach for spinal interventions that combines robotics and telecommunication to enable remote surgery with enhanced precision and accessibility. This technology can potentially address the challenges of complex spinal conditions by providing minimally invasive solutions and delivering specialized surgical expertise across geographical boundaries. However, technical complexities related to communication and latency, haptic feedback, and system integration need to be addressed. Ethical and regulatory considerations also require careful navigation. Despite these challenges, the limited number of available clinical studies demonstrates the feasibility and efficacy of TSS, particularly with the use of 5G technology. Further research and clinical trials are needed to fully evaluate and validate the outcomes and effectiveness of TSS. With ongoing efforts in research and development, TSS has the potential to revolutionize spine surgery and improve patient care. In this review, we present the role and the challenges of TSS in spinal surgery.

远程机器人脊柱手术(TSS)已经成为脊柱干预的一种变革性方法,它结合了机器人技术和电信技术,使远程手术具有更高的精度和可及性。这项技术可以通过提供微创解决方案和跨越地理边界的专业外科技术,潜在地解决复杂脊柱疾病的挑战。然而,与通信和延迟、触觉反馈和系统集成相关的技术复杂性需要解决。道德和监管方面的考虑也需要谨慎导航。尽管存在这些挑战,但有限的临床研究证明了TSS的可行性和有效性,特别是在5G技术的使用下。需要进一步的研究和临床试验来充分评估和验证TSS的结果和有效性。随着研究和发展的不断努力,TSS有可能彻底改变脊柱外科和改善患者护理。在这篇综述中,我们介绍了TSS在脊柱外科中的作用和挑战。
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引用次数: 0
The Need to Enhance the Use of Teleconsultation: A Qualitative Study Among Health Providers to Reduce the Burden of Low Birth Weight. 需要加强远程咨询的使用:卫生服务提供者减少低出生体重负担的定性研究。
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-07-14 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/2336484
Wiwin Lismidiati, Widyawati Widyawati, Elsi D Hapsari, Akhmadi Akhmadi, Dimas S E W Sumunar

Background: Low birth weight remains a health concern in the Special Region of Yogyakarta, Indonesia. Effective management of low birth weight cases is crucial, yet community-based health programs face challenges in addressing this issue. Purpose: This study is aimed at exploring the needs, experience, and perspectives of healthcare providers regarding low birth weight prevention programs. Methods: This was a qualitative descriptive study. Data were collected from June to December 2023 in Kulon Progo District, Yogyakarta, Indonesia. Data were collected through a focus group discussion with nine midwives. Triangulation was conducted with 12 breastfeeding mothers, one nutritionist, and one head of the primary health center through in-depth interviews. Each discussion and interview were recorded, transcribed, and subjected to thematic analysis to identify key themes. Results: Three themes were discovered in this study: programmatic initiatives of healthcare providers; poor knowledge, attitude, and practice with limited resources and access; enhancing the use of teleconsultations. Programmatic initiatives from primary healthcare centers have focused on preventing low birth weight through targeted outreach, education, and prenatal care for at-risk mothers. However, the persistent challenge of insufficient human resources for health has hindered the effectiveness and reach of these efforts. To enhance LBW prevention strategies, the needs of digital technology by integrating digital tools and electronic health records are imperative. Conclusion: Effectively managing low birth weight requires utilization of technology to strengthen healthcare interventions. Digital solutions enhance communication, broaden service reach, and enable timely support, especially in underserved areas. Incorporating these tools into health programs improves the delivery and accessibility of care, presenting a valuable approach to advancing maternal and child health outcomes.

背景:低出生体重仍然是印度尼西亚日惹特区的一个健康问题。对低出生体重病例的有效管理至关重要,但社区卫生项目在解决这一问题方面面临挑战。目的:本研究旨在探讨卫生保健提供者对低出生体重预防方案的需求、经验和观点。方法:定性描述性研究。数据于2023年6月至12月在印度尼西亚日惹Kulon Progo区收集。通过与9名助产士的焦点小组讨论收集数据。通过深入访谈,对12名母乳喂养母亲、1名营养学家和1名初级保健中心负责人进行了三角测量。每一次讨论和采访都被记录、转录,并进行专题分析,以确定关键主题。结果:本研究发现了三个主题:医疗保健提供者的计划性举措;缺乏知识、态度和实践,资源和途径有限;加强远程会诊。初级保健中心的方案倡议侧重于通过有针对性的外联、教育和对高危母亲的产前护理来预防低出生体重。然而,卫生人力资源不足的持续挑战阻碍了这些努力的效力和范围。为了加强LBW预防战略,整合数字工具和电子健康记录的数字技术需求势在必行。结论:有效地管理低出生体重需要利用技术加强卫生保健干预。数字解决方案加强了沟通,扩大了服务范围,并提供了及时的支持,特别是在服务不足的地区。将这些工具纳入卫生规划可改善保健服务的提供和可及性,是促进孕产妇和儿童健康成果的宝贵途径。
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引用次数: 0
Knowledge-Based Expert System for Orthopedic Injury Management With Integrated Transcutaneous Electrical Nerve Simulation Therapy. 基于知识的骨科损伤管理专家系统与集成经皮电神经模拟治疗。
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-06-23 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/5878245
Haneen Banjar, Shahad Almalki, Lama Almehmadi, Amjad Alshahrani, Ali Chaudhary, Reda Ghoname

Orthotic treatment, particularly for ankle injuries, often relies on devices such as ankle-foot orthoses (AFOs) to support and stabilize the foot and ankle. Given the high prevalence of lower extremity injuries, especially in sports, and the diagnostic challenges faced by clinicians, there is a pressing need for intelligent systems that aid in accurate assessment and personalized management. Misdiagnosis and suboptimal treatment of ankle conditions, including fractures and sprains, can lead to long-term complications and hinder recovery. This study presents TeleOrtho, a knowledge-based expert system designed to provide personalized diagnosis, treatment recommendations, and recovery plans for ankle injuries, integrating transcutaneous electrical nerve stimulation (TENS) therapy to enhance rehabilitation. The system was implemented using Flutter for cross-platform deployment and Python for expert rule modeling, and it features a user-friendly interface for both clinicians and patients. Diagnostic accuracy and treatment pathways were validated through two published case scenarios, confirming the system's alignment with medical guidelines. Static and dynamic testing demonstrated consistent functionality, and initial usability assessment indicated high user satisfaction (average SUS score: 85.3/100). The expert system reliably identified injury types based on structured symptom input and suggested individualized recovery plans. These results affirm the potential of TeleOrtho to reduce diagnostic errors, improve therapy adherence, and enhance clinical decision-making. Future work will focus on integrating imaging analysis, expanding the knowledge base to include additional orthopedic conditions, and conducting clinical trials for broader validation.

矫形治疗,特别是踝关节损伤,通常依赖于踝足矫形器(AFOs)等设备来支撑和稳定足部和踝关节。鉴于下肢损伤的高患病率,特别是在运动中,以及临床医生面临的诊断挑战,迫切需要智能系统来帮助准确评估和个性化管理。误诊和治疗不理想的踝关节状况,包括骨折和扭伤,可导致长期并发症和阻碍恢复。本研究提出TeleOrtho,一个以知识为基础的专家系统,旨在为踝关节损伤提供个性化的诊断、治疗建议和康复计划,并结合经皮神经电刺激(TENS)治疗来加强康复。该系统使用Flutter进行跨平台部署,使用Python进行专家规则建模,并为临床医生和患者提供了一个用户友好的界面。通过两个已发表的病例场景验证了诊断准确性和治疗途径,确认了该系统与医疗指南的一致性。静态和动态测试证明了一致的功能,初始可用性评估表明用户满意度很高(平均SUS得分:85.3/100)。专家系统根据结构化的症状输入可靠地识别损伤类型,并建议个性化的恢复计划。这些结果肯定了TeleOrtho在减少诊断错误、提高治疗依从性和增强临床决策方面的潜力。未来的工作将集中于集成成像分析,扩展知识库以包括其他骨科疾病,并进行临床试验以进行更广泛的验证。
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引用次数: 0
Feasibility of a Tele-Assisted Home Exercise Program for Balance and Functional Mobility in Persons With Parkinson's Disease (TELEPORT-PD). 远程辅助帕金森病患者平衡和功能活动的家庭锻炼计划(TELEPORT-PD)的可行性。
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-06-05 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/9936329
Arnold Fredrick D'Souza, Dushyanth Babu Jasti, Rohini R Rao, Manikandan Natarajan

Introduction: Telerehabilitation can enhance delivery and acceptance of the home exercise program. This study evaluated the feasibility, safety, and signal of efficacy of a tele-assisted home exercise program for improving balance and functional mobility in persons with Parkinson's disease (TELEPORT-PD). Methods: Eight participants underwent six sessions of physiotherapist-supervised and tailored multimodal exercise over smartphone videoconference through WhatsApp Messenger over 2 weeks. Feasibility was assessed through adherence and retention rates, and safety was assessed through self-reported adverse events. Balance was measured using the Berg Balance Scale (BBS) and Activity-specific Balance Confidence (ABC) scale, while functional mobility was assessed using Timed-Up-and-Go (TUG) test and 5-times Sit-To-Stand (5STS) test, at baseline and at the end of 2 weeks. Results: The adherence and retention rates were 100%, and no serious adverse events were reported. Significant improvements were noted in the change scores of BBS (11.23 points; p = 0.014), ABC (14.21%; p = 0.014), TUG (-2.21 s; p = 0.007), and 5STS (-3.11 s; p = 0.007). All participants provided positive feedback and expressed their interest to continue the program. Conclusion: TELEPORT-PD appears to be feasible, safe, and acceptable, while demonstrating improvements in balance and functional mobility. Trial Registration: Clinical Trials Registry of India: CTRI/2022/09/045345.

远程康复可以提高家庭锻炼计划的传递和接受度。本研究评估了远程辅助家庭运动项目(TELEPORT-PD)改善帕金森病患者平衡和功能活动能力的可行性、安全性和有效性信号。方法:8名参与者在2周内通过WhatsApp Messenger通过智能手机视频会议进行了6次物理治疗师监督和量身定制的多模式运动。通过依从性和保留率评估可行性,通过自我报告的不良事件评估安全性。在基线和2周结束时,使用Berg平衡量表(BBS)和活动特异性平衡置信度(ABC)量表测量平衡性,而使用time - up -and- go (TUG)测试和5次坐立(5STS)测试评估功能流动性。结果:治疗依从率和留置率均为100%,无严重不良事件发生。BBS的变化得分显著提高(11.23分;p = 0.014), ABC (14.21%;p = 0.014), TUG (-2.21 s;p = 0.007), 5STS (-3.11 s;P = 0.007)。所有参与者都给出了积极的反馈,并表示有兴趣继续参加该项目。结论:TELEPORT-PD似乎是可行的、安全的、可接受的,同时显示出平衡和功能活动的改善。试验注册:印度临床试验注册:CTRI/2022/09/045345。
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引用次数: 0
Degree of Satisfaction With Telemedicine Service Among Health Practitioners and Patients in Saudi Arabia. 沙特阿拉伯医疗从业人员和患者对远程医疗服务的满意度
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-03-07 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/5527659
Salem S Albagmi, Mohammed S Shawaheen, Humood Albugami, Albandari Alshehri, Raghad Alblwie, Wadha Alsiari

The satisfaction level of patients and physicians with telemedicine services should be comparable to on-site visits if this technology is to be widely adopted. The degree of satisfaction can be used to assess the performance of any healthcare service. Therefore, in this cross-sectional study, we used a five-point Likert scale to evaluate the level of satisfaction with telemedicine by administering survey questionnaires to both patients and physicians online residing across Saudi Arabia. The questionnaires were divided into three parts: consent and summary, demographics, and the survey questions to determine satisfaction level with telemedicine. All statistical analysis was performed using SPSS Version 27. The results showed high satisfaction levels with telemedicine services by both patients and physicians where the age and gender of participants were influential in determining this outcome. Residential areas affected satisfaction levels with telemedicine in physicians but not in patients. Previous experiences with these services influenced the satisfaction of patients with those having previous experience reporting higher satisfaction. However, when the degree of satisfaction between patients and physicians was compared, the results were insignificant showing that the overall perception towards telemedicine usage is similar between healthcare providers and receivers. To conclude, our study showed that the experiences of patients and physicians with telemedicine services are satisfactory; however, certain areas regarding telemedicine usage warrant further improvement.

如果要广泛采用远程医疗技术,患者和医生对远程医疗服务的满意度应与现场就诊相当。满意度可用于评估任何医疗保健服务的绩效。因此,在这项横断面研究中,我们使用五点李克特量表,通过对居住在沙特阿拉伯的患者和医生进行在线调查问卷,来评估远程医疗的满意度。问卷分为三个部分:同意和摘要,人口统计和调查问题,以确定满意度的远程医疗。所有统计分析均使用SPSS Version 27进行。结果显示,患者和医生对远程医疗服务的满意度都很高,参与者的年龄和性别是决定这一结果的重要因素。居民区影响医生对远程医疗的满意度,但对患者没有影响。以往使用这些服务的经验影响了患者的满意度,其中有经验的患者满意度更高。然而,当比较患者和医生之间的满意度时,结果不显著,表明医疗保健提供者和接受者对远程医疗使用的总体看法相似。综上所述,我们的研究表明,患者和医生对远程医疗服务的体验是满意的;然而,关于远程医疗使用的某些领域需要进一步改进。
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引用次数: 0
Overview Study of Partially Observable Hidden Markov Models for Ambient Movement Guidance Support. 环境运动制导支持的部分可观察隐马尔可夫模型研究综述。
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-03-04 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/8095704
Shahram Payandeh

The study of ambient movement guidance encompasses a multidisciplinary approach to facilitating and guiding individuals, particularly older adults, within their living environments. This involves integration of ambient sensors, such as motion detectors, cameras, or IoT devices, to monitor the movements and activities of individuals in real time. By leveraging these sensors, the system can predict and anticipate the expected movements of the person, allowing for proactive ambient guidance and support. In addition to ambient guidance, robots can also play a role in leading individuals by interfacing through audio prompts or visual cues through their daily activities. However, despite advancements in sensor technology and robotic assistance, uncertainties persist in the monitoring and prediction of movements. These uncertainties can arise from various sources, including sensor noise, occlusions, environmental changes, and inherent variability in human behavior. Addressing these uncertainties requires probabilistic modeling techniques based on partially observable hidden Markov models (POHMMs) and various of its extensions such as POMDP, to effectively capture the dynamic nature of movement patterns and incorporate uncertainty into the decision-making process. This paper presents a detailed overview study of probabilistic framework and how its various interpretation can be used in developing an ambient movement guiding system for supporting individuals, particularly older, in support of ageing-in-place paradigms.

环境运动指导的研究包括多学科方法,以促进和指导个人,特别是老年人,在他们的生活环境。这涉及到环境传感器的集成,如运动探测器、摄像头或物联网设备,以实时监控个人的运动和活动。通过利用这些传感器,系统可以预测和预测人的预期动作,从而提供主动的环境指导和支持。除了环境引导之外,机器人还可以通过音频提示或视觉提示在日常活动中发挥引导作用。然而,尽管传感器技术和机器人辅助取得了进步,但在监测和预测运动方面仍然存在不确定性。这些不确定性可能来自各种来源,包括传感器噪声、遮挡、环境变化和人类行为的固有可变性。解决这些不确定性需要基于部分可观察隐马尔可夫模型(pohmm)及其各种扩展(如POMDP)的概率建模技术,以有效地捕捉运动模式的动态特性,并将不确定性纳入决策过程。本文介绍了概率框架的详细概述研究,以及如何将其各种解释用于开发环境运动指导系统,以支持个人,特别是老年人,以支持原地老龄化范式。
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引用次数: 0
Artificial Intelligence Powered Automated and Early Diagnosis of Acute Lymphoblastic Leukemia Cancer in Histopathological Images: A Robust SqueezeNet-Enhanced Machine Learning Framework. 组织病理学图像中急性淋巴细胞白血病的人工智能自动早期诊断:一个强大的squeezenet增强机器学习框架。
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-20 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/2257215
Vineet Mehan

The growing prevalence of acute lymphoblastic leukemia cancer worldwide underlines the critical need for early and more precise detection to counter this deadly disease. This study presents a robust SqueezeNet-enhanced machine learning framework for automatically screening and classifying histopathological images for acute lymphoblastic leukemia. This work employs a deep learning (DL)-based SqueezeNet integrated with three machine learning (ML) models including neural network (NN), logistic regression (LR), and random forest (RF) for diagnosis. Combining DL and ML algorithms addresses the complexity of understanding histopathological images and the classification process. Evaluation metrics computed for acute lymphoblastic leukemia reveal a good classification accuracy (CA) of 99.3%. Results are further validated by confusion matrix (CM), calibration plot (CP), receiver operating characteristic (ROC) analysis, and comparative analysis with previous techniques. The proposed method has the potential to transform healthcare with more accurate diagnosis. It provides a robust framework for the classification of acute lymphoblastic leukemia, facilitating timely treatment options for patients.

急性淋巴细胞白血病在世界范围内的发病率不断上升,这突出表明迫切需要早期和更精确地检测以对抗这一致命疾病。本研究提出了一个强大的squeezenet增强机器学习框架,用于自动筛选和分类急性淋巴细胞白血病的组织病理学图像。这项工作使用基于深度学习(DL)的SqueezeNet集成了三种机器学习(ML)模型,包括神经网络(NN)、逻辑回归(LR)和随机森林(RF)进行诊断。结合DL和ML算法解决了理解组织病理学图像和分类过程的复杂性。评估指标计算急性淋巴细胞白血病显示良好的分类准确率(CA)为99.3%。通过混淆矩阵(CM)、校正图(CP)、受试者工作特征(ROC)分析以及与以往方法的对比分析,进一步验证了结果。所提出的方法有可能通过更准确的诊断来改变医疗保健。它为急性淋巴细胞白血病的分类提供了一个强有力的框架,促进了患者及时的治疗选择。
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引用次数: 0
Bibliometric Analysis of Alpha-Synuclein Determination by Biopsy in Peripheral Tissues of Patients With Parkinson's Disease. 帕金森病患者外周血组织活检测定α -突触核蛋白的文献计量学分析。
IF 3.1 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-14 eCollection Date: 2025-01-01 DOI: 10.1155/ijta/6469893
Aigerim B Utegenova, Aigul P Yermagambetova, Gulnar B Kabdrakhmanova, Alima A Khamidulla, Zhanylsyn U Urasheva, Nazym K Kenzhinа, Zhanna Zhussupova, Gulzhanat N Nurlanova

Study Evaluation: The bibliometric analysis of the published results of the alpha-synuclein (α-syn) detection study in the peripheral tissues of patients with Parkinson's disease was carried out by us to study scientific activity and scientific productivity, to measure the quantitative and qualitative characteristics of scientific publications, author productivity, and citation of works, as well as the degree of interrelation between authors, journals, institutes, and countries. Purpose: This study is aimed at bibliometrically analyzing the results of studies on the detection of α-syn in peripheral tissue biopsy of patients with Parkinson's disease from 2013 to 2023. Methods: The data was extracted from the Scopus database collection using an inclusive search strategy. Performance analysis and science mapping were conducted using RStudio v.4.3.1 with the bibliometrix R-package. The analyzed data encompassed trends in publication and citation and the identification of leading institutions, primary sources, authors, and collaborative countries. Results: A total of 124 relevant studies from 53 different sources were thoroughly analyzed. The analysis included the materials of 843 authors, which together gave an impressive average of 37.67 citations per document over the past decade. The annual growth rate in this area of research, according to calculations, was 10.84%, indicating a steady increase in the number of publications over the study period. The huge volume of research results is highlighted by the inclusion of 231 unique keywords of authors. Conclusion: Studies on the detection of pathological α-syn in peripheral tissues for early morphological verification of the diagnosis of Parkinson's disease are relevant in clinical neurology. α-syn detected in the skin biopsy of patients on the basis of this study and data from the world literature meets the requirements for biomarkers.

研究评价:我们对帕金森病患者外周组织α-突触核蛋白(α-syn)检测研究的已发表结果进行文献计量学分析,研究科学活动和科学生产力,衡量科学出版物、作者生产力、作品被引的定量和定性特征,以及作者、期刊、研究所、国家之间的相互关联程度。目的:本研究旨在对2013 - 2023年帕金森病患者外周血组织活检中α-syn检测的研究结果进行文献计量分析。方法:采用包容性检索策略从Scopus数据库中提取数据。使用RStudio v.4.3.1和bibliometrix r包进行性能分析和科学映射。分析的数据包括出版和引用的趋势,以及主要机构、主要来源、作者和合作国家的确定。结果:对来自53个不同来源的124项相关研究进行了全面分析。该分析包括843位作者的资料,在过去十年中,他们平均每篇论文被引用37.67次,令人印象深刻。根据计算,这一研究领域的年增长率为10.84%,表明在研究期间,出版物数量稳步增长。收录了231个作者的唯一关键词,凸显了研究成果的庞大量。结论:外周组织病理α-syn的检测对帕金森病诊断的早期形态学验证具有临床神经学意义。根据本研究和世界文献数据,在患者皮肤活检中检测到α-syn符合生物标志物的要求。
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International Journal of Telemedicine and Applications
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